Stars
MCITlib: Multimodal Continual Instruction Tuning Library and Benchmark
Awesome Incremental Learning
[CVPR 2025] Official Implementation of "Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection". The first multi-class UAD model that can compete with single-class SOTAs
RSVG: Exploring Data and Model for Visual Grounding on Remote Sensing Data, 2022
A benchmark for cross-domain few-shot object detection (ECCV24 paper: Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector)
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Multi-level Domain Perturbation for Source-free Object Detection in Remote Sensing Images
Periodically Exchange Teacher-Student for Source-Free Object Detection
😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
Crawler for annual (biennial) AI conference papers
Code for "Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights" (ECCV 2024)
[CVPR 2023] Official Pytorch code for PROB: Probabilistic Objectness for Open World Object Detection
Official repository for Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning on ICCV 2023
Official pytorch implementation of ZiRa, a method for incremental vision language object detection (IVLOD)，which has been accepted by NeurIPS 2024.
[ECCV 2024] Online Continuous Generalized Category Discovery
source code for EMNLP findings'24 paper "CED: Comparing Embedding Differences for Detecting Out-of-Distribution and Hallucinated Text"
[CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners
[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
[CVPR 2024] Open-Set Domain Adaptation for Semantic Segmentation
[CVPR 2024] Do you remember? Dense Video Captioning with Cross-Modal Memory Retrieval
Official implementation for paper titled "Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning" accepted at ICLR 2023
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
[CVPR 2023] Official Pytorch code for Unknown Sniffer for Object Detection: Don’t Turn a Blind Eye to Unknown Objects
PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22
[CVPR 2023] CMT: Contrastive Mean Teacher for Domain Adaptive Object Detectors