[CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP).
☆82Jun 7, 2025Updated 9 months ago
Alternatives and similar repositories for CLAP
Users that are interested in CLAP are comparing it to the libraries listed below
Sorting:
- ☆40Apr 8, 2024Updated last year
- [NeurIPS 2024] WATT: Weight Average Test-Time Adaptation of CLIP☆57Sep 26, 2024Updated last year
- [MedIA'25] Towards foundation models and few-shot parameter-efficient fine-tuning for volumetric organ segmentation.☆43Oct 15, 2025Updated 5 months ago
- PyTorch Implementation of NACLIP in "Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation"☆74Sep 23, 2024Updated last year
- ☆13Jul 17, 2024Updated last year
- [CVPR 2024] Zero-shot method for Vision-Language Models based on a robust formulation of the MeanShift algorithm for Test-time Augmentati…☆67Dec 15, 2024Updated last year
- ☆11Dec 13, 2023Updated 2 years ago
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆56Jul 9, 2024Updated last year
- Noise Contrastive Test-Time Training☆12Mar 11, 2024Updated 2 years ago
- (Best Paper Awar-MedAGI) Boosting Vision Language Models for Histopathology Classification☆17May 26, 2025Updated 9 months ago
- [MedIA'25] FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.☆173Nov 27, 2025Updated 3 months ago
- Code for our method CALS (Class Adaptive Label Smoothing) for network calibration. To Appear at CVPR 2023. Paper: https://arxiv.org/abs/2…☆24Jun 4, 2023Updated 2 years ago
- ☆15Dec 12, 2020Updated 5 years ago
- [NeurIPS '24] Frustratingly easy Test-Time Adaptation of VLMs!!☆61Mar 24, 2025Updated 11 months ago
- ☆56Apr 19, 2024Updated last year
- ☆666Nov 28, 2023Updated 2 years ago
- Code for our ICCV 2023 paper "Parametric Information Maximization for Generalized Category Discovery"☆16Jun 17, 2024Updated last year
- The source code for "MG-BERT: Multi-Graph Augmented BERT for Masked Language Modeling" paper (NAACL 2021, TextGraphs-15).☆12Jun 11, 2021Updated 4 years ago
- [CVPR2024] Simple Semantic-Aided Few-Shot Learning☆56Sep 1, 2024Updated last year
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆96Apr 24, 2025Updated 10 months ago
- [CVPR 2023] Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners☆381Jun 1, 2023Updated 2 years ago
- Official PyTorch Implementation of DIaM in "A Strong Baseline for Generalized Few-Shot Semantic Segmentation" (CVPR 2023)☆74Sep 6, 2024Updated last year
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆107Nov 24, 2025Updated 3 months ago
- Codes for "Harmonizing Flows: Unsupervised MR harmonization based on normalizing flows"☆23Nov 15, 2023Updated 2 years ago
- [CVPR 2025] Spectral Informed Mamba for Robust Point Cloud Processing☆24Jun 22, 2025Updated 8 months ago
- An easy way to apply LoRA to CLIP. Implementation of the paper "Low-Rank Few-Shot Adaptation of Vision-Language Models" (CLIP-LoRA) [CVPR…☆287Jun 6, 2025Updated 9 months ago
- [CVPR 2024 Highlight] ImageNet-D☆47Oct 15, 2024Updated last year
- ☆33Mar 6, 2025Updated last year
- Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)☆44Jul 23, 2024Updated last year
- 【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning & 【IJCV 2025】Diffusion-Enhanced Test-time Adap…☆71Jan 15, 2025Updated last year
- ☆199May 10, 2023Updated 2 years ago
- Code of our method MbLS (Margin-based Label Smoothing) for network calibration. To Appear at CVPR 2022. Paper : https://arxiv.org/abs/211…☆50Nov 12, 2022Updated 3 years ago
- [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"☆347Dec 14, 2025Updated 3 months ago
- Code release for "Understanding Bias in Large-Scale Visual Datasets"☆23Dec 4, 2024Updated last year
- Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023☆55Aug 19, 2023Updated 2 years ago
- ☆12Sep 22, 2021Updated 4 years ago
- [CVPR 2025] Spectral State Space Model for Rotation-Invariant Visual Representation Learning☆17Oct 13, 2025Updated 5 months ago
- [MedIA'22] Constrained unsupervised anomaly segmentation.☆20Mar 28, 2023Updated 2 years ago
- Python code to implement DeIL, a CLIP based approach for open-world few-shot learning.☆18Nov 4, 2024Updated last year