Universal Image Restoration Pre-training via Masked Degradation Classification

Offical implementation of "Auto-Regressively Generating Multi-View Consistent Images". (ICCV 2025)

A curated list of awesome papers on dataset distillation and related applications.

Official PyTorch implementation of the paper "Dataset Distillation with Neural Characteristic Function: A Minmax Perspective" (NCFM) in CVPR 2025 (Full Score, Highlight).

The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".

Attribution methods that explain image classification models, implemented in PyTorch, and support batch inputs and GPU.

V2C-CBM: Building Concept Bottlenecks with Vision-to-Concept Tokenizer (AAAI 2025)

Scribble simulation algorithm with random factors

The official implementation of AAAI2024 paper of "Scribble Hides Class: Promoting Scribble-based Semantic Segmentation with its Class Label"

Source code of the paper: Background-aware Classification Activation Map for Weakly Supervised Object Localization"

Pytorch Implementation of LNSNet for Superpixel Segmentation

Official implementation of the paper ``Unifying Nonlocal Blocks for Neural Networks'' (ICCV'21)

Official implementation of the paper ``Weakly Supervised Object Localization as Domain Adaption"

Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).