Skip to content
View wgcban's full-sized avatar
🌴
On vacation
🌴
On vacation
206 followers · 17 following

Achievements

Achievement: Starstruckx2Achievement: Pull Shark

Achievements

Achievement: Starstruckx2Achievement: Pull Shark

Highlights

  • Pro

Block or report wgcban

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
wgcban/README.md

Welcome to My GitHub Profile!

My research interests lie at the intersection of Computer Vision and Deep Learning, with a specific focus on:

  • Self-Supervised Learning (SSL)
  • Generative AI
  • Remote Sensing
  • Low-Level Vision

🌐 Homepage: www.wgcban.com

Featured Projects

Self-Supervised Representation Learning

  • Guarding Barlow Twins Against Overfitting with Mixed Samples GitHub 🚨
  • AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders @ CVPR'23 GitHub

Generative AI

  • Unite and Conquer: Cross Dataset Multimodal Synthesis using Diffusion Models @ CVPR'23 GitHub

Remote Sensing

Change Detection

  • ChangeFormer: A Transformer-Based Siamese Network for Change Detection @ IGARSS'22 GitHub
  • DDPM-CD: Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models GitHub
  • Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images GitHub
  • Metric-CD: Deep Metric Learning for Unsupervised Remote Sensing Change Detection GitHub

Image Super-Resolution / Pansharpening

  • HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening @ CVPR'22 GitHub
  • DIP-HyperKite: Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction @ TGRS'22 GitHub

Segmentation

  • SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving @ ICRA'22 GitHub

SAR Despeckling

  • SAR-Transformer: Transformer-based SAR Image Despeckling @ IGARSS'22 GitHub
  • SAR-Overcomplete: SAR Despeckling Using Overcomplete Convolutional Networks @ IGARSS'22 GitHub
  • SAR-DDPM: SAR Despeckling using a Denoising Diffusion Probabilistic Model @ Geoscience and Remote Sensing Letters GitHub

Low-level Vision

  • Diffuse-Denoise-Count: Accurate Crowd-Counting with Diffusion Models GitHub

Pinned Loading

  1. mix-bt mix-bt Public

    Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples

    Python 13 1

  2. adamae adamae Public

    [CVPR'23] AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders

    Python 74 8

  3. ChangeFormer ChangeFormer Public

    [IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

    Python 434 58

  4. HyperTransformer HyperTransformer Public

    [CVPR'22] HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening

    Python 129 17

  5. ddpm-cd ddpm-cd Public

    Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models

    Python 279 32

  6. SemiCD SemiCD Public

    Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images

    Python 125 19