From bbe3e276039103ea347a4ad5deaeed319366b625 Mon Sep 17 00:00:00 2001 From: Zechen Bai Date: Sat, 2 Nov 2024 02:35:39 +1100 Subject: [PATCH] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f627ac8..7037870 100644 --- a/README.md +++ b/README.md @@ -13,7 +13,7 @@ This is the official implementation of the CVPR'24 paper [Adaptive Slot Attentio Object-centric learning (OCL) uses slots to extract object representations, enhancing flexibility and interpretability. Slot attention, a common OCL method, refines slot representations with attention mechanisms but requires predefined slot numbers, ignoring object variability. To address this, a novel complexity-aware object auto-encoder framework introduces adaptive slot attention (AdaSlot), dynamically determining the optimal slot count based on data content through a discrete slot sampling module. A masked slot decoder suppresses unselected slots during decoding. Extensive testing shows this framework matches or exceeds fixed-slot models, adapting slot numbers based on instance complexity and promising further research opportunities. ## News! -- [2024.11.02] We released the pre-trained checkpoints! Please find them at this [link](https://docs.github.com/get-started/getting-started-with-git/about-remote-repositories#cloning-with-https-urls)! +- [2024.11.02] We released the pre-trained checkpoints! Please find them at this [link](https://drive.google.com/drive/folders/1SRKE9Q5XF2UeYj1XB8kyjxORDmB7c7Mz)! - [2024.08.24] We open-sourced the code! ## Development Setup