jusiro / CLAP
[CVPR 2024] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP).
☆53Updated 3 months ago
Related projects: ⓘ
- ☆20Updated 5 months ago
- LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections (NeurIPS 2023)☆24Updated 8 months ago
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆30Updated last month
- 【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning☆54Updated last month
- ☆29Updated 5 months ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models.☆51Updated 2 months ago
- [CVPR 2024] Zero-shot method for Vision-Language Models based on a robust formulation of the MeanShift algorithm for Test-time Augmentati…☆40Updated last month
- Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai+, arXiv2024]☆49Updated last month
- [TMLR'24] This repository includes the official implementation our paper "Unleashing the Power of Visual Prompting At the Pixel Level"☆37Updated 4 months ago
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆77Updated last month
- Official code for "Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models" (TCSVT'2023)☆28Updated 8 months ago
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆48Updated 3 months ago
- [ICLR'24] Democratizing Fine-grained Visual Recognition with Large Language Models☆33Updated 2 months ago
- About Code Release for "CLIPood: Generalizing CLIP to Out-of-Distributions" (ICML 2023), https://arxiv.org/abs/2302.00864☆58Updated last year
- ☆48Updated 9 months ago
- [CVPR 2023] Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners☆35Updated last year
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆88Updated 6 months ago
- Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)☆31Updated last month
- Task Residual for Tuning Vision-Language Models (CVPR 2023)☆65Updated last year
- This repository contains the code and datasets for our ICCV-W paper 'Enhancing CLIP with GPT-4: Harnessing Visual Descriptions as Prompts…☆27Updated 6 months ago
- This is the official code of "Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation, NeurIPS 23"☆22Updated 9 months ago
- 🔥MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition [Official, ICCV 2023]☆25Updated 6 months ago
- ☆29Updated last month
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆23Updated 2 months ago
- ☆35Updated last year
- Official Repository for CVPR 2024 Paper: "Large Language Models are Good Prompt Learners for Low-Shot Image Classification"☆22Updated 2 months ago
- The official implementation for paper: Revisting the Power of Prompt for Visual Tuning.☆10Updated 2 months ago
- Domain Generalization through Distilling CLIP with Language Guidance☆25Updated 11 months ago
- Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023☆48Updated last year
- SimMatchV2: Semi-Supervised Learning with Graph Consistency☆20Updated 8 months ago