kaist-dmlab / pcb
Official PyTorch Implementation for Active Prompt Learning in Vision Language Models
☆29Updated 9 months ago
Alternatives and similar repositories for pcb:
Users that are interested in pcb are comparing it to the libraries listed below
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆83Updated 8 months ago
- [AAAI'25, CVPRW 2024] Official repository of paper titled "Learning to Prompt with Text Only Supervision for Vision-Language Models".☆103Updated 3 months ago
- [CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners☆49Updated 6 months ago
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆260Updated last year
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆56Updated 2 months ago
- [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization☆103Updated last year
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆99Updated last year
- CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning☆14Updated last year
- ☆20Updated 11 months ago
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆91Updated 7 months ago
- This repository is a collection of awesome things about vision prompts, including papers, code, etc.☆34Updated last year
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆159Updated last year
- About Code Release for "CLIPood: Generalizing CLIP to Out-of-Distributions" (ICML 2023), https://arxiv.org/abs/2302.00864☆65Updated last year
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆68Updated 10 months ago
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models (AAAI 2024)☆68Updated last month
- 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
- 🔥MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition [Official, ICCV 2023]☆29Updated 5 months ago
- Official code of "Generating Instance-level Prompts for Rehearsal-free Continual Learning (ICCV 2023)"☆42Updated last year
- (CVPR2024 Highlight) Novel Class Discovery for Ultra-Fine-Grained Visual Categorization (UFG-NCD)☆19Updated 9 months ago
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆91Updated last year
- [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…☆69Updated 10 months ago
- Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023☆53Updated last year
- [NeurIPS 2023] Meta-Adapter☆48Updated last year
- ☆34Updated last year
- Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai+, arXiv2024]☆83Updated 2 months ago
- [NeurIPS 2024] Code for Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models☆36Updated 2 weeks ago
- Pytorch implementation for "Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need" (CVPR 2023)☆67Updated last year
- CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models☆69Updated 8 months ago
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆45Updated 8 months ago
- [ICML 2024] Offical code repo for ICML2024 paper "Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with …☆26Updated 9 months ago