JianhongBai / COLT
Official implementation of "On the Effectiveness of Out-of-Distribution Data in Self-Supervised Long-Tail Learning" (ICLR 2023)
☆15Updated last year
Alternatives and similar repositories for COLT:
Users that are interested in COLT are comparing it to the libraries listed below
- ☆15Updated 2 years ago
- [NeurIPS'24] Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization☆29Updated 4 months ago
- Pytorch Implementation for CVPR 2024 paper: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation☆34Updated last month
- [ICCVW2023] Robust Asymmetric Loss for Multi-Label Long-Tailed Learning☆17Updated last year
- This repository contains the code and datasets for our ICCV-W paper 'Enhancing CLIP with GPT-4: Harnessing Visual Descriptions as Prompts…☆28Updated last year
- [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…☆66Updated 8 months ago
- Code for "Training on Thin Air: Improve Image Classification with Generated Data"☆45Updated last year
- ☆25Updated last year
- Domain Generalization through Distilling CLIP with Language Guidance☆27Updated last year
- Generating Image Specific Text☆26Updated last year
- ☆36Updated 2 years ago
- This is the source code of LRA-diffusion for learning from noisy labels☆28Updated 11 months ago
- ☆42Updated last year
- 🔥MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer [Official, ICLR 2023]☆21Updated last year
- This repository includes the official project of L2B, from our paper "Learning to Bootstrap for Combating Label Noise".☆32Updated 7 months ago
- ☆11Updated 3 months ago
- [ICLR 2024] Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models.☆68Updated 6 months ago
- ☆18Updated 4 months ago
- ☆33Updated last month
- [TMLR'24] This repository includes the official implementation our paper "Unleashing the Power of Visual Prompting At the Pixel Level"☆39Updated 9 months ago
- [CVPR 2022] "The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy" by Tianlong C…☆25Updated 2 years ago
- Twin Contrastive Learning with Noisy Labels (CVPR 2023)☆68Updated last year
- Official PyTorch implementation of "Masked Images Are Counterfactual Samples for Robust Fine-tuning" (CVPR 2023)☆15Updated last year
- [ICCV 2023 Oral] IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization☆48Updated last year
- [ECCV 2024] Soft Prompt Generation for Domain Generalization☆19Updated 4 months ago
- ☆14Updated 9 months ago
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆36Updated last year
- Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)☆36Updated 6 months ago
- NeurIPS 2022: Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning☆17Updated last year
- repo for paper titled: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment (AAAI'24 Oral)☆25Updated 9 months ago