[CVPR 2024 Highlight] 🐶 SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers

Repository accompanying the paper: Self-supervised Video Object Segmentation by Motion Grouping. C. Yang, H. Lamdouar, E. Lu, A. Zisserman, W. Xie.

PyTorch port (inference only) of the paper "SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping" [CVPR 2021].

Code for "Towards Segmenting Anything That Moves"

UNOFFICIAL implementation of the ICLR 2023 paper "Bridging the Gap to Real-World Object-Centric Learning"

Official Pytorch Implementation for “DINO-Tracker: Taming DINO for Self-Supervised Point Tracking in a Single Video”

[CVPR 2024] Guided Slot Attention for Unsupervised Video Object Segmentation

Official implementation of the NeurIPS 2023 paper "Self-supervised Object-Centric Learning for Videos"

离线版本的电子书《LeetCode Cookbook》PDF https://github.com/halfrost/LeetCode-Go/releases/

PyTorch Implementation of EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision

Code for "Multi-Object Discovery by Low-Dimensional Object Motion"

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

[CVPR 2024] Code release for "Unsupervised Universal Image Segmentation"

[ECCV 2024] Code for Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation

Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion

Discovering Object Masks for Unsupervised Semantic Segmentation [2022]

Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns

UNOFFICIAL implement of MaskTrackRCNN for video instance segmentation via mmdetection 2.11.0.

Unsupervised Video Instance Segmentation

Semantic Self-adaptation: Enhancing Generalization with a Single Sample

[ICCV 2023] Official PyTorch implementation of our paper SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous Driving