[CBMI2024 Best Paper] Official repository of the paper "Is CLIP the main roadblock for fine-grained open-world perception?".

Contrastive Regularizer

[ICCV 2023] - Zero-shot Composed Image Retrieval with Textual Inversion

【ICLR 2024, Spotlight】Sentence-level Prompts Benefit Composed Image Retrieval

Official Pytorch implementation of LinCIR: Language-only Training of Zero-shot Composed Image Retrieval (CVPR 2024)

Recent LLM-based CV and related works. Welcome to comment/contribute!

Official implementation of SEED-LLaMA (ICLR 2024).

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

PyTorch implementation of popular datasets and models in remote sensing

Datasets for remote sensing images (Paper:Exploring Models and Data for Remote Sensing Image Caption Generation)

[NeurIPS 2023] Generalized Logit Adjustment

Group Robust Classification Without Any Group Information

This is the repository for the BioCLIP model and the TreeOfLife-10M dataset [CVPR'24 Oral, Best Student Paper].

Code release for paper "Pseudo-label Alignment for Semi-supervised Instance Segmentation" [ICCV 2023]

PyTorch code for ICLR 2021 paper Unbiased Teacher for Semi-Supervised Object Detection

ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No

Official implementation of "Towards Distribution-Agnostic Generalized Category Discovery" (NIPS 2023)

[ICCV 2023 Oral] IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization

SimMatchV2: Semi-Supervised Learning with Graph Consistency

[TMLR'24] Continual Learning in Open-vocabulary Classification with Complementary Memory Systems

ImageBind One Embedding Space to Bind Them All

Masking Strategies for Background Bias Removal in Computer Vision Models (ICCVW OODCV 2023 paper)

Code release for SLIP Self-supervision meets Language-Image Pre-training

Official implementation of NNCSL

This repository contains the three components of the tutorial of the WASP Summer School 2023

Official implementation of "A Unified Objective for Novel Class Discovery", ICCV2021 (Oral)

Python package to download and use the SSB datasets