[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Awesome Incremental Learning

😎 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

An Incremental Learning, Continual Learning, and Life-Long Learning Repository

A clean and simple data loading library for Continual 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

Code for our CVPR 2022 paper 'Generalized Category Discovery'. Project page: https://www.robots.ox.ac.uk/~vgg/research/gcd/

PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22

A benchmark for cross-domain few-shot object detection (ECCV24 paper: Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector)

RSVG: Exploring Data and Model for Visual Grounding on Remote Sensing Data, 2022

[CVPR 2023] Official Pytorch code for PROB: Probabilistic Objectness for Open World Object Detection

[CVPR 2023] Official Pytorch code for Unknown Sniffer for Object Detection: Don’t Turn a Blind Eye to Unknown Objects

Instruction Tuning in Continual Learning paradigm

[CVPR 2024] Do you remember? Dense Video Captioning with Cross-Modal Memory Retrieval

Awesome Few-shot learning

[CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners

[CVPR 2024] Open-Set Domain Adaptation for Semantic Segmentation

[CVPR 2023] CMT: Contrastive Mean Teacher for Domain Adaptive Object Detectors

MCITlib: Multimodal Continual Instruction Tuning Library and Benchmark

[CVPR 2024] Generative Unlearning for Any Identity

Official pytorch implementation of ZiRa, a method for incremental vision language object detection (IVLOD)，which has been accepted by NeurIPS 2024.

Official repository for Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning on ICCV 2023

Code for "Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights" (ECCV 2024)

Official implementation for paper titled "Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning" accepted at ICLR 2023

[ECCV 2024] Online Continuous Generalized Category Discovery