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
- Domain Generalization through Distilling CLIP with Language Guidance☆28Updated last year
- 🔥MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer [Official, ICLR 2023]☆22Updated last year
- ☆43Updated last year
- Official pytorch implementation of NeurIPS 2022 paper, TokenMixup☆48Updated 2 years ago
- [CVPR 2023] Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners☆42Updated last year
- 【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning & 【IJCV 2025】Diffusion-Enhanced Test-time Adap…☆62Updated 3 months ago
- ☆35Updated 2 years ago
- Official code for "Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models" (TCSVT'2023)☆27Updated last year
- NeurIPS 2022: Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning☆17Updated 2 years ago
- LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections (NeurIPS 2023)☆28Updated last year
- Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)☆36Updated 9 months ago
- [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…☆72Updated last week
- [ACLW'24] LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition☆51Updated 8 months ago
- Generating Image Specific Text☆27Updated last year
- Official implementation of the paper "Masked Autoencoders are Efficient Class Incremental Learners"☆42Updated 11 months ago
- repo for paper titled: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment (AAAI'24 Oral)☆25Updated 11 months ago
- An open-world scenario domain generalization code base☆26Updated 2 years ago
- Pytorch Implementation for CVPR 2024 paper: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation☆42Updated 2 weeks ago
- ☆25Updated last year
- Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"☆51Updated 2 years ago
- [NeurIPS 2022] code for the paper, SemMAE: Semantic-guided masking for learning masked autoencoders☆36Updated last year
- Codes for IJCAI'2022 Paper: Zero-Shot Logit Adjustment☆19Updated 2 years ago
- MaskCon: Masked Contrastive Learning for Coarse-Labeled Dataset (CVPR2023)☆34Updated last month
- Distribution-Aware Prompt Tuning for Vision-Language Models (ICCV 2023)☆38Updated last year
- Official implementation of "Towards Distribution-Agnostic Generalized Category Discovery" (NIPS 2023)☆25Updated last year
- Code for "Training on Thin Air: Improve Image Classification with Generated Data"☆47Updated last year
- (CVPR 2023) Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning☆28Updated last year
- ☆16Updated 5 months ago
- vit for few-shot classification☆46Updated 2 years ago