IRVLUTD / Proto-CLIP
Code release for Proto-CLIP: Vision-Language Prototypical Network for Few-Shot Learning
☆39Updated 3 months ago
Alternatives and similar repositories for Proto-CLIP:
Users that are interested in Proto-CLIP are comparing it to the libraries listed below
- Pytorch implementation of DAPrompt: https://arxiv.org/abs/2202.06687☆91Updated 2 years ago
- Official implementation of the paper "Rethinking Generalization in Few-Shot Classification" [NeurIPS 2022]☆59Updated 2 years ago
- [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class…☆86Updated last year
- ☆45Updated 11 months ago
- [CVPR2024] Simple Semantic-Aided Few-Shot Learning☆38Updated 7 months ago
- [NeurIPS 2023] Meta-Adapter☆48Updated last year
- The summary of code and paper for few-shot learning in fine-grained recognition☆66Updated 4 months ago
- Code implementation for the paper: Supervised Masked Knowledge Distillation for Few-Shot Transformers☆40Updated 2 years ago
- About Code Release for "CLIPood: Generalizing CLIP to Out-of-Distributions" (ICML 2023), https://arxiv.org/abs/2302.00864☆65Updated last year
- Implementation for "DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations" (NeurIPS 2022))☆58Updated last year
- The official implementation of paper Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model. If you find our code or paper use…☆46Updated last year
- Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.☆36Updated 5 months ago
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆91Updated 7 months ago
- ☆17Updated last year
- Official PyTorch Repository of "Task Discrepancy Maximization for Fine-grained Few-Shot Classification" (TDM, CVPR 2022 Oral Paper)☆40Updated last year
- CVPR2023: AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning☆14Updated last year
- [Paper][AAAI 2023] DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning☆49Updated last year
- [AAAI 2024] Prompt-based Distribution Alignment for Unsupervised Domain Adaptation☆64Updated 6 months ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆83Updated 8 months ago
- ☆21Updated 2 years ago
- ☆19Updated 2 years ago
- (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study☆99Updated last year
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆159Updated last year
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆135Updated last year
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆99Updated last year
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models (AAAI 2024)☆68Updated last month
- Code and Dataset for the paper "LAMM: Label Alignment for Multi-Modal Prompt Learning" AAAI 2024☆32Updated last year
- ☆37Updated last year
- ☆34Updated last year
- Code Repository for "Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition"☆27Updated 2 years ago