-
Notifications
You must be signed in to change notification settings - Fork 0
/
index.html
1027 lines (959 loc) · 57.3 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
<!doctype html>
<html lang="en">
<head>
<!-- Required meta tags -->
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="description" content="Personal Homepage of Paul Guerrero">
<meta name="author" content="Paul Guerrero">
<!--<link rel="icon" href="../../favicon.ico">-->
<!-- Own styles
<link href="css/styles.css" rel="stylesheet"> -->
<!-- Bootstrap core CSS -->
<link href="css/bootstrap.min.css" rel="stylesheet">
<!-- IE10 viewport hack for Surface/desktop Windows 8 bug -->
<link href="css/ie10-viewport-bug-workaround.css" rel="stylesheet">
<!-- Custom styles for this template -->
<link href="css/jumbotron.css" rel="stylesheet">
<!-- Own styles -->
<link href="css/styles.css" rel="stylesheet">
<title>Paul Guerrero</title>
</head>
<body>
<!--<nav class="navbar navbar-inverse navbar-fixed-top">
<div class="container">
<div class="navbar-header">
<button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false" aria-controls="navbar">
<span class="sr-only">Toggle navigation</span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="#">Project name</a>
</div>
<div id="navbar" class="navbar-collapse collapse">
<form class="navbar-form navbar-right">
<div class="form-group">
<input type="text" placeholder="Email" class="form-control">
</div>
<div class="form-group">
<input type="password" placeholder="Password" class="form-control">
</div>
<button type="submit" class="btn btn-success">Sign in</button>
</form>
</div>
</div>
</nav>-->
<!-- Main jumbotron for a primary marketing message or call to action -->
<div class="jumbotron" style="background-color:#f2f2f2">
<div class="container">
<div class="row" style="margin-bottom: 20px;">
<div class="col-xs-4 col-md-2">
<img src="images/photo.png" class="img-rounded" alt="Paul Guerrero">
</div>
<div class="col-xs-8 col-md-10">
<h2>Paul Guerrero</h2>
<p>Research Scientist at <a href="https://research.adobe.com/">Adobe Research</a> in London</p>
<p><small><span class="glyphicon glyphicon-envelope" aria-hidden="true"></span> [email protected], [email protected]</small></p>
<p><small><span class="glyphicon glyphicon-home" aria-hidden="true"></span> White Collar Factory, 1 Old Street Yard, London, EC1Y8AF, UK</small></p>
</div>
</div>
</div>
</div>
<div class="container">
<!-- Example row of columns -->
<div class="row">
<p class="lead"><small>I am a research scientist at <a href="https://research.adobe.com/">Adobe Research</a> in London, working on the analysis of shapes and irregular structures, such as graphs, meshes, or vector graphics, by combining methods from machine learning, optimization, and computational geometry. Previously, I was a post-doctoral researcher at the <a href="http://geometry.cs.ucl.ac.uk/">Smart Geometry Processing Group</a>, <a href="http://www.ucl.ac.uk/">UCL</a>. I completed my PhD at the <a href="http://www.cg.tuwien.ac.at/">Insitute for Computer Graphics and Algorithms</a>, <a href="https://www.tuwien.ac.at">Vienna University of Technology</a>, and at the <a href="http://vcc.kaust.edu.sa">Visual Computing Center</a> in <a href="http://www.kaust.edu.sa">KAUST</a>.</small></p>
<p class="lead" style='text-align: center;'><a href="paul_guerrero_cv.pdf">CV</a> / <a href="https://scholar.google.com/citations?user=hNjubvkAAAAJ">Google Scholar</a></p>
</div>
<div class="row">
<h2>Publications</h2>
</div>
<!-- Publications -->
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/DiffHandles.png" class="img-responsive" alt="DiffHandles">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Diffusion Handles: Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D</h3>
<h4>
<a href="https://karranpandey.github.io/">Karran Pandey</a>,
Paul Guerrero,
<a href="http://mgadelha.me/">Matheus Gadelha</a>,
<a href="https://yannickhold.com/">Yannick Hold-Geoffroy</a>,
<a href="https://www.dgp.toronto.edu/~karan/">Karan Singh</a>
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>
</h4>
<h4>CVPR 2024 (<span style="color:red;">Highlight</span>)</h4>
<h4>[<a href="https://arxiv.org/pdf/2312.02190">paper</a>] [<a href="https://diffusionhandles.github.io/">webpage</a>] [<a href="https://github.com/adobe-research/DiffusionHandles">code</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/TexSliders.png" class="img-responsive" alt="TexSliders">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">TexSliders: Diffusion-Based Texture Editing in CLIP Space</h3>
<h4>
<a href="https://webdiis.unizar.es/~juliagv/">Julia Guerrero-Viu</a>,
<a href="http://www.miloshasan.net/">Miloš Hašan</a>,
<a href="https://research.adobe.com/person/arthur-roullier/">Arthur Roullier</a>,
<a href="https://www.linkedin.com/in/midhun-harikumar-9574b524/">Midhun Harikumar</a>,
<a href="https://yiweihu.netlify.app/">Yiwei Hu</a>,
Paul Guerrero,
<a href="http://giga.cps.unizar.es/~diegog/">Diego Gutierrez</a>,
<a href="https://webdiis.unizar.es/~bmasia/">Belen Masia</a>,
<a href="https://valentin.deschaintre.fr/">Valentin Deschaintre</a>
</h4>
<h4>SIGGRAPH 2024</h4>
<h4>[<a href="papers/TexSliders.pdf">paper</a>] [<a href="https://graphics.unizar.es/projects/TexSliders/pdf/TexSliders_SIGGRAPH2024_Supplemental_postprint.pdf">suppelemental</a>] [<a href="https://graphics.unizar.es/projects/TexSliders/">webpage</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/DiffModelsCourse.png" class="img-responsive" alt="DiffModelsCourse">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Diffusion Models for Visual Computing</h3>
<h4>
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>
<a href="https://danielcohenor.com/">Daniel Cohen-Or</a>,
<a href="https://mhsung.github.io/">Minhyuk Sung</a>,
<a href="https://www.duygu-ceylan.com/">Duygu Ceylan</a>,
<a href="https://paulchhuang.wixsite.com/chhuang">Chun-Hao Huang</a>,
Paul Guerrero
</h4>
<h4>Eurographics 2024 Course</h4>
<h4>[<a href="https://geometry.cs.ucl.ac.uk/courses/diffusion4VC_eg24/">webpage</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/PPSurf.png" class="img-responsive" alt="PPSurf">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">PPSURF: Combining Patches and Point Convolutions for Detailed Surface Reconstruction</h3>
<h4>
<a href="https://www.cg.tuwien.ac.at/staff/PhilippErler.html">Philipp Erler</a>,
<a href="https://lizonly.github.io/">Lizeth Fuentes</a>,
<a href="https://phermosilla.github.io/">Pedro Hermosilla</a>,
Paul Guerrero,
<a href="https://www.ifi.uzh.ch/en/vmml/people/current-staff/pajarola.html">Renato Pajarola</a>,
<a href="https://www.cg.tuwien.ac.at/staff/MichaelWimmer.html">Michael Wimmer</a>
</h4>
<h4>Computer Graphics Forum 2024 (presented at Eurographics 2024)</h4>
<h4>[<a href="https://arxiv.org/pdf/2401.08518">paper</a>] [<a href="https://www.cg.tuwien.ac.at/research/publications/2024/erler_2024_ppsurf/">webpage</a>] [<a href="https://github.com/cg-tuwien/ppsurf">code</a>] [<a href="https://huggingface.co/spaces/perler/ppsurf">demo</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/ExplorableMeshDefSpaces.png" class="img-responsive" alt="ExplorableMeshDefSpaces">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Explorable Mesh Deformation Subspaces from Unstructured Generative Models</h3>
<h4>
<a href="https://armanmaesumi.github.io/">Arman Maesumi</a>,
Paul Guerrero,
<a href="http://www.vovakim.com/">Vladimir Kim</a>,
<a href="https://techmatt.github.io/">Matthew Fisher</a>,
<a href="https://www.cse.iitb.ac.in/~sidch/">Siddhartha Chaudhuri</a>,
<a href="https://noamaig.github.io/">Noam Aigerman</a>,
<a href="https://dritchie.github.io/">Daniel Ritchie</a>
</h4>
<h4>SIGGRAPH Asia 2023</h4>
<h4>[<a href="papers/ExplorableMeshDefSpaces.pdf">paper</a>] [<a href="papers/ExplorableMeshDefSpaces_Supplementary.pdf">supplemental</a>] [<a href="https://armanmaesumi.github.io/explorable_subspaces/">webpage</a>] [<a href="https://github.com/ArmanMaesumi/generative-mesh-subspaces">code</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/ShapeCoder.png" class="img-responsive" alt="ShapeCoder">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">ShapeCoder: Discovering Abstractions for Visual Programs from Unstructured Primitives</h3>
<h4>
<a href="https://rkjones4.github.io/">R. Kenny Jones</a>,
Paul Guerrero,
<a href="https://dritchie.github.io/">Daniel Ritchie</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
</h4>
<h4>SIGGRAPH 2023</h4>
<h4>[<a href="papers/ShapeCoder.pdf">paper</a>] [<a href="papers/ShapeCoder_Supplementary.pdf">supplemental</a>] [<a href="https://rkjones4.github.io/shapecoder.html">webpage</a>] [<a href="https://github.com/rkjones4/ShapeCoder">code</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/PhotoMat.png" class="img-responsive" alt="PhotoMat">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">PhotoMat: A Material Generator Learned from Single Flash Photos</h3>
<h4>
<a href="https://xilongzhou.github.io/">Xilong Zhou</a>,
<a href="http://www.miloshasan.net/">Miloš Hašan</a>,
<a href="https://valentin.deschaintre.fr/">Valentin Deschaintre</a>
Paul Guerrero,
<a href="https://yannickhold.com/">Yannick Hold-Geoffroy</a>,
<a href="http://www.kalyans.org/">Kalyan Sunkavalli</a>,
<a href="https://people.engr.tamu.edu/nimak/index.html">Nima Kalantari</a>
</h4>
<h4>SIGGRAPH 2023</h4>
<h4>[<a href="papers/PhotoMat.pdf">paper</a>] [<a href="papers/PhotoMat_Supplementary.pdf">supplemental</a>] [<a href="https://people.engr.tamu.edu/nimak/Papers/SIGGRAPH2023_PhotoMat/index.html">webpage</a>] [<a href="https://github.com/xilongzhou/PhotoMat">code</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/CondMatFormer.png" class="img-responsive" alt="CondMatFormer">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Generating Procedural Materials from Text or Image Prompts</h3>
<h4>
<a href="https://yiweihu.netlify.app/">Yiwei Hu</a>,
Paul Guerrero,
<a href="http://www.miloshasan.net/">Miloš Hašan</a>,
<a href="https://graphics.cs.yale.edu/people/holly-rushmeier">Holly Rushmeier</a>,
<a href="https://valentin.deschaintre.fr/">Valentin Deschaintre</a>
</h4>
<h4>SIGGRAPH 2023</h4>
<h4>[<a href="papers/CondMatFormer.pdf">paper</a>] [<a href="papers/CondMatFormer_Supplementary.pdf">supplemental</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/COFS.png" class="img-responsive" alt="NeuForm">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">COFS: Controllable Furniture Layout Synthesis</h3>
<h4>
<a href="https://cemse.kaust.edu.sa/people/person/wamiq-para">Wamiq Reyaz Para</a>,
Paul Guerrero,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="http://peterwonka.net/">Peter Wonka</a>
</h4>
<h4>SIGGRAPH 2023</h4>
<h4>[<a href="papers/COFS.pdf">paper</a>] [<a href="papers/COFS_supplementary.pdf">supplemental</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/Neurosymbolic.png" class="img-responsive" alt="Neurosymbolic">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Neurosymbolic Models for Computer Graphics</h3>
<h4>
<a href="https://dritchie.github.io/">Daniel Ritchie</a>,
Paul Guerrero,
<a href="https://rkjones4.github.io/">R. Kenny Jones</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="">Adriana Schulz</a>,
<a href="">Karl D. D. Willis</a>,
<a href="">Jiajun Wu</a>,
</h4>
<h4>Eurographics 2023 STAR</h4>
<h4>[<a href="https://arxiv.org/pdf/2304.10320">paper</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/RenderDiffusion.png" class="img-responsive" alt="RenderDiffusion">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and Generation</h3>
<h4>
<a href="https://www.linkedin.com/in/anciukevicius">Titas Anciukevičius</a>,
<a href="https://zexiangxu.github.io/">Zexiang Xu</a>,
<a href="https://techmatt.github.io/">Matthew Fisher</a>,
<a href="https://www.pmh47.net/">Paul Henderson</a>,
<a href="https://homepages.inf.ed.ac.uk/hbilen/">Hakan Bilen</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
Paul Guerrero
</h4>
<h4>CVPR 2023</h4>
<h4>[<a href="https://arxiv.org/pdf/2211.09869">paper</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/UnsupervisedParts.png" class="img-responsive" alt="UnsupervisedParts">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly</h3>
<h4>
<a href="https://xxh43.github.io/">Xianghao Xu</a>,
Paul Guerrero,
<a href="https://techmatt.github.io/">Matthew Fisher</a>,
<a href="https://www.cse.iitb.ac.in/~sidch/">Siddhartha Chaudhuri</a>,
<a href="https://dritchie.github.io/">Daniel Ritchie</a>,
</h4>
<h4>CVPR 2023</h4>
<h4>[<a href="https://arxiv.org/pdf/2303.01999">paper</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/SemiConvMatPrior.png" class="img-responsive" alt="ShapeCoder">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">A Semi-Procedural Convolutional Material Prior</h3>
<h4>
<a href="https://xilongzhou.github.io/">Xilong Zhou</a>,
<a href="http://www.miloshasan.net/">Miloš Hašan</a>,
<a href="https://valentin.deschaintre.fr/">Valentin Deschaintre</a>
Paul Guerrero,
<a href="http://www.kalyans.org/">Kalyan Sunkavalli</a>,
<a href="https://people.engr.tamu.edu/nimak/index.html">Nima Kalantari</a>
</h4>
<h4>Computer Graphics Forum 2023 (presented at Eurographics 2023)</h4>
<h4>[<a href="papers/SemiConvMatPrior.pdf">paper</a>] [<a href="papers/SemiConvMatPrior_Supplementary.pdf">supplemental</a>] [<a href="https://people.engr.tamu.edu/nimak/Papers/CGF2023_MaterialPrior/index.html">webpage</a>] [<a href="https://github.com/xilongzhou/Material_prior">code</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/3DLDM.png" class="img-responsive" alt="3D-LDM">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">3D-LDM: Neural Implicit 3D Shape Generation with Latent Diffusion Models</h3>
<h4>
Gimin Nam,
<a href="https://www.linkedin.com/in/mariem-khlifi-14779b139/">Mariem Khlifi</a>,
Andrew Rodriguez,
<a href="https://sites.google.com/view/tonoalberto">Alberto Tono</a>,
<a href="https://alexzhou907.github.io/">Linqi Zhou</a>,
Paul Guerrero
</h4>
<h4>ArXiv 2023 (a Project from the <a href="https://sgi.mit.edu/">SGI 2023</a>)</h4>
<h4>[<a href="https://arxiv.org/pdf/2212.00842">paper</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/NeuForm.png" class="img-responsive" alt="NeuForm">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">NeuForm: Adaptive Overfitting for Neural Shape Editing</h3>
<h4>
<a href="https://connorzlin.com/">Connor Z. Lin</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="https://stanford.edu/~gordonwz/">Gordon Wetzstein</a>
<a href="https://geometry.stanford.edu/member/guibas/">Leonidas Guibas</a>,
Paul Guerrero
</h4>
<h4>NeurIPS 2022</h4>
<h4>[<a href="papers/NeuForm.pdf">paper</a>] [<a href="NeuForm_supp.pdf">supplemental</a>] [webpage] [code]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/TileGen.png" class="img-responsive" alt="TileGen">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">TileGen: Tileable, Controllable Material Generation and Capture</h3>
<h4>
<a href="https://xilongzhou.github.io/">Xilong Zhou</a>,
<a href="http://www.miloshasan.net/">Miloš Hašan</a>,
<a href="https://valentin.deschaintre.fr/">Valentin Deschaintre</a>
Paul Guerrero,
<a href="http://www.kalyans.org/">Kalyan Sunkavalli</a>,
<a href="https://people.engr.tamu.edu/nimak/index.html">Nima Kalantari</a>
</h4>
<h4>SIGGRAPH Asia 2022</h4>
<h4>[<a href="papers/TileGen.pdf">paper</a>] [<a href="TileGen_supp.pdf">supplemental</a>] [webpage] [code]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/LayoutEnhancer.png" class="img-responsive" alt="LayoutEnhancer">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">LayoutEnhancer: Generating Good Indoor Layouts from Imperfect Data</h3>
<h4>
<a href="https://www.cg.tuwien.ac.at/staff/KurtLeimer">Kurt Leimer</a>
Paul Guerrero,
<a href="https://tomerwei.github.io/">Tomer Weiss</a>,
<a href="https://web.njit.edu/~przem/">Przemyslaw Musialski</a>
</h4>
<h4>SIGGRAPH Asia 2022</h4>
<h4>[<a href="papers/LayoutEnhancer.pdf">paper</a>] [<a href="LayoutEnhancer_supp.pdf">supplemental</a>] [webpage] [code]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/ShapePartSlotMachine.png" class="img-responsive" alt="ShapePartSlotMachine">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">The Shape Part Slot Machine: Contact-based Reasoning for Generating 3D Shapes from Parts</h3>
<h4>
<a href="https://kwang-ether.github.io/">Kai Wang</a>,
Paul Guerrero,
<a href="http://www.vovakim.com/">Vladimir Kim</a>,
<a href="https://www.cse.iitb.ac.in/~sidch/">Siddhartha Chaudhuri</a>,
<a href="https://mhsung.github.io/">Minhyuk Sung</a>,
<a href="https://dritchie.github.io/">Daniel Ritchie</a>
</h4>
<h4>ECCV 2022</h4>
<h4>[<a href="https://arxiv.org/pdf/2112.00584.pdf">paper</a>] [webpage] [<a href="https://github.com/brownvc/spsm">code & data</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/SearchForConcepts.png" class="img-responsive" alt="SearchForConcepts">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Search for Concepts: Learning Visual Concepts Using Direct Optimization</h3>
<h4>
<a href="https://preddy5.github.io/">Pradyumna Reddy</a>,
Paul Guerrero,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>
</h4>
<h4>BMVC 2022</h4>
<h4>[<a href="https://arxiv.org/pdf/2210.14808">paper</a>] [<a href="https://geometry.cs.ucl.ac.uk/projects/2022/SearchForConcepts/">webpage</a>] [<a href="https://github.com/preddy5/SearchForConcepts">code & data</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/MatByExamples.png" class="img-responsive" alt="MatByExamples">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Controlling Material Appearance by Examples</h3>
<h4>
<a href="https://yiweihu.netlify.app/">Yiwei Hu</a>,
<a href="http://www.miloshasan.net/">Miloš Hašan</a>,
Paul Guerrero,
<a href="https://graphics.cs.yale.edu/people/holly-rushmeier">Holly Rushmeier</a>,
<a href="https://valentin.deschaintre.fr/">Valentin Deschaintre</a>
</h4>
<h4>Computer Graphics Forum 2022</h4>
<h4>[<a href="papers/MatByExamples.pdf">paper</a>] [webpage] [code]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/MatFormer.png" class="img-responsive" alt="MatFormer">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">MatFormer: A Generative Model for Procedural Materials</h3>
<h4>
Paul Guerrero,
<a href="http://www.miloshasan.net/">Miloš Hašan</a>,
<a href="http://www.kalyans.org/">Kalyan Sunkavalli</a>,
<a href="https://research.adobe.com/person/radomir-mech/">Radomír Mĕch</a>,
<a href="https://perso.telecom-paristech.fr/boubek/">Tamy Boubekeur</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>
</h4>
<h4>SIGGRAPH 2022</h4>
<h4>[<a href="papers/MatFormer.pdf">paper</a>] [<a href="https://paulguerrero.net/matformer/">webpage</a>] [code]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/DiffProxies.png" class="img-responsive" alt="DiffProxies">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Node Graph Optimization Using Differentiable Proxies</h3>
<h4>
<a href="https://yiweihu.netlify.app/">Yiwei Hu</a>,
Paul Guerrero,
<a href="http://www.miloshasan.net/">Miloš Hašan</a>,
<a href="https://graphics.cs.yale.edu/people/holly-rushmeier">Holly Rushmeier</a>,
<a href="https://valentin.deschaintre.fr/">Valentin Deschaintre</a>
</h4>
<h4>SIGGRAPH 2022</h4>
<h4>[paper] [webpage] [code]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/ncs.png" class="img-responsive" alt="DiffTriangulation">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Neural Convolutional Surfaces</h3>
<h4>
<a href="https://luca-morreale.github.io/">Luca Morreale</a>,
<a href="https://noamaig.github.io/">Noam Aigerman</a>,
Paul Guerrero,
<a href="http://www.vovakim.com/">Vladimir G. Kim</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>
</h4>
<h4>CVPR 2022</h4>
<h4>[<a href="https://arxiv.org/pdf/2204.02289.pdf">paper</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2022/cnnmaps/">webpage</a>] [code]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/DiffTriangulation.png" class="img-responsive" alt="DiffTriangulation">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Differentiable Surface Triangulation</h3>
<h4>
<a href="http://www.lix.polytechnique.fr/Labo/Marie-Julie.RAKOTOSAONA/">Marie-Julie Rakotosaona</a>,
<a href="https://noamaig.github.io/">Noam Aigerman</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="http://www.lix.polytechnique.fr/~maks/">Maks Ovsjanikov</a>
Paul Guerrero
</h4>
<h4>SIGGRAPH Asia 2021</h4>
<h4>[paper] [webpage] [code & data]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/SketchGen.png" class="img-responsive" alt="SketchGen">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">SketchGen: Generating Constrained CAD Sketches</h3>
<h4>
<a href="https://cemse.kaust.edu.sa/people/person/wamiq-para">Wamiq Reyaz Para</a>,
<a href="https://cemse.kaust.edu.sa/cs/people/person/shariq-farooq-bhat">Shariq Farooq Bhat</a>,
Paul Guerrero,
<a href="https://eps.leeds.ac.uk/computing/staff/1545/dr-tom-kelly">Tom Kelly</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="https://geometry.stanford.edu/member/guibas/">Leonidas Guibas</a>,
<a href="http://peterwonka.net/">Peter Wonka</a>
</h4>
<h4>NeurIPS 2021</h4>
<h4>[<a href="https://arxiv.org/abs/2106.02711">paper</a>] [webpage] [code & data]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/ConstraintGraphs.png" class="img-responsive" alt="ConstraintGraphs">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Generative Layout Modeling using Constraint Graphs</h3>
<h4>
<a href="https://cemse.kaust.edu.sa/people/person/wamiq-para">Wamiq Reyaz Para</a>,
Paul Guerrero,
<a href="https://eps.leeds.ac.uk/computing/staff/1545/dr-tom-kelly">Tom Kelly</a>,
<a href="https://geometry.stanford.edu/member/guibas/">Leonidas Guibas</a>
<a href="http://peterwonka.net/">Peter Wonka</a>
</h4>
<h4>ICCV 2021</h4>
<h4>[<a href="https://arxiv.org/pdf/2011.13417">paper</a>] [webpage] [code & data]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/ShapeMOD.png" class="img-responsive" alt="ShapeMOD">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">ShapeMOD: Macro Operation Discovery for 3D Shape Programs</h3>
<h4>
<a href="https://rkjones4.github.io/">R. Kenny Jones</a>,
<a href="https://davidcharatan.com/">David Charatan</a>
Paul Guerrero,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="https://dritchie.github.io/">Daniel Ritchie</a>
</h4>
<h4>Siggraph 2021</h4>
<h4>[<a href="https://rkjones4.github.io/pdf/shapeMOD.pdf">paper</a>] [<a href="https://rkjones4.github.io/shapeMOD.html">webpage</a>] [<a href="https://github.com/rkjones4/shapeMOD">code & data</a>] [<a href="https://drive.google.com/file/d/10yn1Q3-Vke4nFGDyzqNCQmTLS4SDlKFN/view?usp=sharing">supplemental</a>] [<a href="https://www.youtube.com/watch?v=bJFNtuR5M7k">video</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/DSEMeshing.png" class="img-responsive" alt="DSEMeshing">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Learning Delaunay Surface Elements for Mesh Reconstruction</h3>
<h4>
<a href="http://www.lix.polytechnique.fr/Labo/Marie-Julie.RAKOTOSAONA/">Marie-Julie Rakotosaona</a>,
Paul Guerrero,
<a href="https://noamaig.github.io/">Noam Aigerman</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="http://www.lix.polytechnique.fr/~maks/">Maks Ovsjanikov</a>
</h4>
<h4>CVPR 2021</h4>
<h4>[<a href="https://arxiv.org/pdf/2012.01203.pdf">paper</a>] [<a href="http://www.lix.polytechnique.fr/Labo/Marie-Julie.RAKOTOSAONA/dse_meshing.html">webpage</a>] [<a href="https://github.com/mrakotosaon/dse-meshing">code & data</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/ShapeAssembly.png" class="img-responsive" alt="ShapeAssembly">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis</h3>
<h4>
<a href="https://rkjones4.github.io/">R. Kenny Jones</a>,
Theresa Barton,
Xianghao Xu,
<a href="https://kwang-ether.github.io/">Kai Wang</a>,
Ellen Jiang,
Paul Guerrero,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="https://dritchie.github.io/">Daniel Ritchie</a>
</h4>
<h4>SIGGRAPH Asia 2020</h4>
<h4>[<a href="papers/ShapeAssembly.pdf">paper</a>] [<a href="https://rkjones4.github.io/shapeAssembly.html">webpage</a>] [<a href="https://github.com/rkjones4/ShapeAssembly">code & data</a>] [<a href="https://drive.google.com/file/d/1Zof6OHz49XXmmEsvIm5NohTgeg8Hhu3v/view?usp=sharing">supplemental</a>] [<a href="https://www.youtube.com/watch?v=YqFaJXWT86o">video</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/DifferentiableCompositing.png" class="img-responsive" alt="DifferentiableCompositing">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Discovering Pattern Structure Using Differentiable Compositing</h3>
<h4>
<a href="https://preddy5.github.io/">Pradyumna Reddy</a>,
Paul Guerrero
<a href="https://techmatt.github.io/">Matt Fisher</a>,
<a href="http://wilmotli.com/">Wilmot Li</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>
</h4>
<h4>SIGGRAPH Asia 2020</h4>
<h4>[<a href="papers/DifferentiableCompositing.pdf">paper</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2020/diffcompositing/">webpage</a>] [<a href="https://github.com/preddy5/DiffCompositing">code & data</a>] [<a href="https://www.youtube.com/watch?v=KM7PIyb06dc">video</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/Point2Surf.png" class="img-responsive" alt="Point2Surf">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Point2Surf: Learning Implicit Surfaces from Point Cloud Patches</h3>
<h4>
<a href="https://www.cg.tuwien.ac.at/staff/PhilippErler.html">Philipp Erler</a>,
Paul Guerrero
<a href="https://www.cg.tuwien.ac.at/staff/StefanOhrhallinger.html">Stefan Ohrhallinger</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="https://www.cg.tuwien.ac.at/staff/MichaelWimmer.html">Michael Wimmer</a>
</h4>
<h4>ECCV 2020</h4>
<h4>[<a href="papers/Points2Surf.pdf">paper</a>] [webpage] [<a href="papers/Points2Surf_Supplementary.zip">supplemental</a>] [<a href="https://github.com/ErlerPhilipp/points2surf">code & data</a>] [<a href="https://www.cg.tuwien.ac.at/research/publications/2020/erler-2020-p2s/erler-2020-p2s-short%20video.mp4">short video</a>] [<a href="https://www.cg.tuwien.ac.at/research/publications/2020/erler-2020-p2s/erler-2020-p2s-long%20video.mp4">long video</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/Pix2Surf.png" class="img-responsive" alt="Pix2Surf">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images</h3>
<h4>
Jiahui Lei,
<a href="https://ai.stanford.edu/~ssrinath/">Srinath Sridhar</a>,
Paul Guerrero
<a href="https://mhsung.github.io/">Minhyuk Sung</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="https://geometry.stanford.edu/member/guibas/">Leonidas Guibas</a>
</h4>
<h4>ECCV 2020</h4>
<h4>[<a href="papers/Pix2Surf.pdf">paper</a>] [<a href="https://geometry.stanford.edu/projects/pix2surf/">webpage</a>] [<a href="papers/Pix2Surf_Supplementary.pdf">supplemental</a>] [<a href="https://github.com/JiahuiLei/Pix2Surf">code & data</a>] [<a href="papers/Pix2Surf_video.mp4">video</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/StructEdit.png" class="img-responsive" alt="StructEdit">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">StructEdit: Learning Structural Shape Variations</h3>
<h4>
<a href="https://cs.stanford.edu/~kaichun/">Kaichun Mo</a>*,
Paul Guerrero*,
<a href="https://cs.stanford.edu/~ericyi/">Li Yi</a>,
<a href="http://cseweb.ucsd.edu/~haosu/">Hao Su</a>,
<a href="http://peterwonka.net/">Peter Wonka</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="https://geometry.stanford.edu/member/guibas/">Leonidas Guibas</a>
<br/>(* joint first authors)
</h4>
<h4>CVPR 2020</h4>
<h4>[<a href="papers/StructEdit.pdf">paper</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2020/structedit/">webpage</a>] [<a href="papers/StructureNet_Supplementary.pdf">supplemental</a>] [<a href="https://github.com/daerduoCarey/structedit">code & data</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/StructureNet.png" class="img-responsive" alt="StructureNet">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">StructureNet: Hierarchical Graph Networks for 3D Shape Generation</h3>
<h4>
<a href="https://cs.stanford.edu/~kaichun/">Kaichun Mo</a>*,
Paul Guerrero*,
<a href="https://cs.stanford.edu/~ericyi/">Li Yi</a>,
<a href="http://cseweb.ucsd.edu/~haosu/">Hao Su</a>,
<a href="http://peterwonka.net/">Peter Wonka</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="https://geometry.stanford.edu/member/guibas/">Leonidas Guibas</a>
<br/>(* joint first authors)
</h4>
<h4>ACM Transactions on Graphics (SIGGRAPH Asia 2019)</h4>
<h4>[<a href="papers/StructureNet.pdf">paper</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2019/structurenet/">webpage</a>] [<a href="papers/StructureNet_Supplementary.pdf">supplemental</a>] [<a href="https://github.com/daerduoCarey/structurenet">code & data</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/iMapper.png" class="img-responsive" alt="iMapper">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">iMapper: Interaction-guided Scene Mapping from Monocular Videos</h3>
<h4>
<a href="http://geometry.cs.ucl.ac.uk/amonszpart/">Aron Monszpart</a>,
Paul Guerrero,
<a href="http://www.duygu-ceylan.com/">Duygu Ceylan</a>,
<a href="http://www.meyumer.com/">Ersin Yumer</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
</h4>
<h4>ACM Transactions on Graphics (SIGGRAPH 2019)</h4>
<h4>[<a href="papers/iMapper.pdf">paper</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2019/imapper/">webpage</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2019/imapper/paper_docs/MonszpartEtAl_iMapper_Siggraph_2019_supp.zip">supplemental</a>] [<a href="https://github.com/amonszpart/iMapper">code</a>] [<a href="https://github.com/amonszpart/imapper">data</a>] [<a href="https://www.youtube.com/watch?v=387bI4XIaDM">video</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/CreativeAI.jpg" class="img-responsive" alt="CreativeAI">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">CreativeAI: Deep Learning for Computer Graphics</h3>
<h4>
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/I.Kokkinos/">Iasonas Kokkinos</a>,
Paul Guerrero,
<a href="http://www.vovakim.com/">Vladimir Kim</a>,
<a href="https://ge.in.tum.de/about/n-thuerey/">Nils Thuerey</a>,
<a href="https://geometry.stanford.edu/member/guibas/">Leonidas Guibas</a>,
</h4>
<h4>SIGGRAPH 2019 Course</h4>
<h4>[<a href="http://geometry.cs.ucl.ac.uk/workshops/creativeai/">webpage</a>] [<a href="https://github.com/smartgeometry-ucl/dl4g">code</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/pointcleannet.png" class="img-responsive" alt="POINTCLEANNET">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">POINTCLEANNET: Learning to Denoise and Remove Outliers from Dense Point Clouds</h3>
<h4>
<a href="http://www.lix.polytechnique.fr/Labo/Marie-Julie.RAKOTOSAONA/">Marie-Julie Rakotosaona</a>,
<a href="https://github.com/vittorione94">Vittorio La Barbera</a>,
Paul Guerrero,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="http://www.lix.polytechnique.fr/~maks/">Maks Ovsjanikov</a>,
</h4>
<h4>Computer Graphics Forum 2019 (presented at Eurographics 2020)</h4>
<h4>[<a href="https://arxiv.org/pdf/1901.01060.pdf">paper</a>] [<a href="http://www.lix.polytechnique.fr/~mrakotos/pointcleannet.html">webpage</a>] [<a href="https://github.com/mrakotosaon/pointcleannet">code</a>] [<a href="https://nuage.lix.polytechnique.fr/index.php/s/xSRrTNmtgqgeLGa">data</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/FrankenGAN.jpg" class="img-responsive" alt="FrankenGAN">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">FrankenGAN: Guided Detail Synthesis for Building Mass-Models Using Style-Synchonized GANs</h3>
<h4>
<a href="http://www.twak.co.uk/">Tom Kelly</a>*,
Paul Guerrero*,
<a href="https://wp.cs.ucl.ac.uk/anthonysteed/">Anthony Steed</a>,
<a href="http://peterwonka.net">Peter Wonka</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>
<br/>(* joint first authors)
</h4>
<h4>ACM Transactions on Graphics (SIGGRAPH Asia 2018)</h4>
<h4>[<a href="papers/FrankenGAN.pdf">paper</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2018/frankengan/">webpage</a>] [<a href="https://github.com/twak/chordatlas">system code</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2018/frankengan/data">data</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2018/frankengan/paper_docs/slides.pptx">slides</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/CreativeAI.jpg" class="img-responsive" alt="CreativeAI">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">CreativeAI: Deep Learning for Graphics</h3>
<h4>
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/I.Kokkinos/">Iasonas Kokkinos</a>,
Paul Guerrero,
<a href="https://ge.in.tum.de/about/n-thuerey/">Nils Thuerey</a>,
<a href="http://www.homepages.ucl.ac.uk/~ucactri/">Tobias Ritschel</a>,
</h4>
<h4>SIGGRAPH Asia 2018 Course</h4>
<h4>[<a href="https://geometry.cs.ucl.ac.uk/workshops/creativeai_sa19/">webpage</a>] [<a href="https://github.com/smartgeometry-ucl/dl4g">code</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/PCPNet.png" class="img-responsive" alt="PCPNet">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">PCPNet: Learning Local Shape Properties from Raw Point Clouds</h3>
<h4>
Paul Guerrero,
<a href="http://www.yanirk.com/">Yanir Kleiman</a>,
<a href="http://www.lix.polytechnique.fr/~maks/">Maks Ovsjanikov</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
</h4>
<h4>Computer Graphics Forum (Eurographics 2018)</h4>
<h4>[<a href="papers/PCPNet.pdf">paper</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2018/pcpnet/">webpage</a>] [<a href="https://github.com/paulguerrero/pcpnet">code</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2018/pcpnet/pclouds.zip">data</a>] [<a href="papers/PCPNet_slides.pdf">slides</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/dl4g.jpg" class="img-responsive" alt="Deep Learning for Graphics">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Deep Learning for Graphics</h3>
<h4>
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="http://www.homepages.ucl.ac.uk/~ucactri/">Tobias Ritschel</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/I.Kokkinos/">Iasonas Kokkinos</a>,
Paul Guerrero,
<a href="http://www.vovakim.com/">Vladimir Kim</a>,
<a href="https://homes.cs.washington.edu/~krematas/">Konstantinos Rematas</a>,
<a href="http://www.meyumer.com/">Ersin Yumer</a>,
</h4>
<h4>Eurographics 2018 Course</h4>
<h4>[<a href="http://geometry.cs.ucl.ac.uk/workshops/dl4g/">webpage</a>] [<a href="https://github.com/smartgeometry-ucl/dl4g">code</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/MapPoints.png" class="img-responsive" alt="How do Users Map Points?">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">How Do Users Map Points Between Dissimilar Shapes?</h3>
<h4>
<a href="https://www.cg.tuwien.ac.at/staff/MichaelHecher.html">Michael Hecher</a>,
Paul Guerrero,
<a href="http://peterwonka.net">Peter Wonka</a>,
<a href="http://www.cg.tuwien.ac.at/staff/MichaelWimmer.html">Michael Wimmer</a>,
</h4>
<h4>IEEE TVCG (2018)</h4>
<h4>[<a href="papers/HowDoUsersMapPoints.pdf">paper</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/Reltemplates.png" class="img-responsive" alt="Relationship Templates">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Relationship Templates for Creating Scene Variations</h3>
<h4>
Xi Zhao,
<a href="http://csse.szu.edu.cn/staff/ruizhenhu/">Ruizhen Hu</a>,
Paul Guerrero,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="http://homepages.inf.ed.ac.uk/tkomura/">Taku Komura</a>,
</h4>
<h4>ACM Transactions on Graphics (SIGGRAPH Asia 2016)</h4>
<h4>[<a href="papers/Reltemplates.pdf">paper</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2016/relationship-templates/">webpage</a>] [<a href="papers/Reltemplates_Supplementary.pdf">supplemental</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2016/relationship-templates/paper_docs/ZhaoEtAl_Reltemplates_SIGGA16_slides.pptx">slides</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/PATEX.png" class="img-responsive" alt="PATEX">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">PATEX: Exploring Pattern Variations</h3>
<h4>
Paul Guerrero,
<a href="http://www.gilbertbernstein.com/">Gilbert Bernstein</a>,
<a href="http://www.adobe.com/technology/people/san-francisco/wilmot-li.html">Wilmot Li</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>
</h4>
<h4>ACM Transactions on Graphics (SIGGRAPH 2016)</h4>
<h4>[<a href="papers/PATEX.pdf">paper</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2016/pattern-variations/">webpage</a>] [<a href="https://youtu.be/PiSW6omu8Qs">video</a>] [<a href="papers/PATEX_Supplementary.pdf">supplemental</a>] [<a href="http://bitbucket.org/paulguerrero/patex">code</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2016/pattern-variations/paper_docs/GuerreroEtAl_PATEX_SIGG16_data.zip">data</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2016/pattern-variations/paper_docs/GuerreroEtAl_PATEX_SIGG16_slides.pptx">slides</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/RAID.png" class="img-responsive" alt="RAID">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">RAID: A Relation-Augmented Image Descriptor</h3>
<h4>
Paul Guerrero,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="http://peterwonka.net/">Peter Wonka</a>
</h4>
<h4>ACM Transactions on Graphics (SIGGRAPH 2016)</h4>
<h4>[<a href="papers/RAID.pdf">paper</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2016/image-relationships/">webpage</a>] [<a href="https://youtu.be/uQzLdpuwxRI">video</a>] [<a href="papers/RAID_supplementary.pdf">supplemental</a>] [<a href="http://bitbucket.org/paulguerrero/raid">code</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2016/image-relationships/paper_docs/GuerreroEtAl_RAID_SIGG16_data.zip">data</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2016/image-relationships/paper_docs/GuerreroEtAl_RAID_SIGG16_slides.pptx">slides</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/Open3D.png" class="img-responsive" alt="Open3D">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Open3D: Crowd-Sourced Distributed Curation of City Models</h3>
<h4>
<a href="http://lvzhihan.github.io/">Zhihan Lu</a>,
Paul Guerrero,
<a href="http://www0.cs.ucl.ac.uk/staff/n.mitra/">Niloy J. Mitra</a>,
<a href="http://wp.cs.ucl.ac.uk/anthonysteed/">Anthony Steed</a>
</h4>
<h4>ACM Web3D 2016</h4>
<h4>[<a href="papers/Open3D.pdf">paper</a>] [<a href="http://geometry.cs.ucl.ac.uk/projects/2016/open3d-system/">webpage</a>] [<a href="https://youtu.be/5NDroFghFQQ">video</a>] [<a href="projects/2016/open3d-system/paper_docs/LuEtAl_Open3D_Web3D16_slides.pptx">slides</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/LearningShapePlacements.png" class="img-responsive" alt="Learning Shape Placements">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Learning Shape Placements by Example</h3>
<h4>
Paul Guerrero,
<a href="http://www.researchgate.net/profile/Stefan_Jeschke">Stefan Jeschke</a>,
<a href="http://www.cg.tuwien.ac.at/staff/MichaelWimmer.html">Michael Wimmer</a>,
<a href="http://peterwonka.net">Peter Wonka</a>
</h4>
<h4>ACM Transactions on Graphics (SIGGRAPH 2015)</h4>
<h4>[<a href="papers/LearningShapePlacements.pdf">paper</a>] [<a href="https://youtu.be/hKv_bUqszBA">video</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/TransformationParameterSimilarity.png" class="img-responsive" alt="Transformation Parameter Similarity">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Partial Shape Matching using Transformation Parameter Similarity</h3>
<h4>
Paul Guerrero,
<a href="https://www.cg.tuwien.ac.at/staff/ThomasAuzinger.html">Thomas Auzinger</a>,
<a href="http://www.cg.tuwien.ac.at/staff/MichaelWimmer.html">Michael Wimmer</a>,
<a href="http://www.researchgate.net/profile/Stefan_Jeschke">Stefan Jeschke</a>
</h4>
<h4>Computer Graphics Forum 2015 (presented at Eurographics 2016)</h4>
<h4>[<a href="papers/TransformationParameterSimilarity.pdf">paper</a>] [<a href="papers/TransformationParameterSimilarity_Additional.pdf">supplemental</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/EditPropagation.png" class="img-responsive" alt="Edit Propagation using Geometric Relationship Functions">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Edit Propagation using Geometric Relationship Functions</h3>
<h4>
Paul Guerrero,
<a href="http://www.researchgate.net/profile/Stefan_Jeschke">Stefan Jeschke</a>,
<a href="http://www.cg.tuwien.ac.at/staff/MichaelWimmer.html">Michael Wimmer</a>,
<a href="http://peterwonka.net">Peter Wonka</a>
</h4>
<h4>ACM Transactions on Graphics (presented at SIGGRAPH 2014)</h4>
<h4>[<a href="papers/EditPropagation.pdf">paper</a>] [<a href="papers/EditPropagation_HotelEditing.pdf">hotel editing sequence</a>] [<a href="papers/EditPropagation_ParkEditing.pdf">park editing sequence</a>]</h4>
</div>
</div>
<div class="row" style="margin-bottom: 20px;">
<div class="well whitebg col-xs-6 col-md-3" style="padding:0px; margin:0px;">
<img src="images/SphericalLights.png" class="img-responsive" alt="Spherical Lights">
</div>
<div class="col-xs-12 col-md-9">
<h3 style="margin-top:0px;">Real-time Indirect Illumination and Soft Shadows in Dynamic Scenes Using Spherical Lights</h3>
<h4>