MaxZanella / MTALinks
[CVPR 2024] Zero-shot method for Vision-Language Models based on a robust formulation of the MeanShift algorithm for Test-time Augmentation (MTA).
☆56Updated 6 months ago
Alternatives and similar repositories for MTA
Users that are interested in MTA are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024 - Spotlight] Transduction for Vision-Language Models (TransCLIP): code for the paper "Boosting Vision-Language Models with …☆48Updated 2 months ago
- [CVPR 2025 - Highlight] Official implementation of the paper "Realistic Test-Time Adaptation of Vision-Language Models" (StatA).☆45Updated 2 months ago
- Official repository for "Online Gaussian Test-Time Adaptation of Vision-Language Models."☆28Updated 5 months ago
- [ICASSP 2025] Open-source code for the paper "Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification"☆55Updated 2 weeks ago
- (Best Paper Awar-MedAGI) Boosting Vision Language Models for Histopathology Classification☆18Updated last month
- ☆20Updated last week
- ☆18Updated last month
- ☆36Updated last year
- [NeurIPS 2024] WATT: Weight Average Test-Time Adaptation of CLIP☆51Updated 9 months ago
- ☆19Updated 2 months ago
- Package facilitating the tracking of sub-cortical U-Fibers☆21Updated last year
- [ISBI25] Fine-tuning of foundation models with LoRA for cytology classification☆20Updated 3 months ago
- ElikoPy is Python library aiming at easing the processing of diffusion imaging for microstructural analysis.☆17Updated last month
- An easy way to apply LoRA to CLIP. Implementation of the paper "Low-Rank Few-Shot Adaptation of Vision-Language Models" (CLIP-LoRA) [CVPR…☆217Updated 3 weeks ago
- This repository contains the code of UtiliziNg tRActography to uncoVEr muLti-fixel microstructure (UNRAVEL).☆24Updated 2 months ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆100Updated 11 months ago
- Model calibration in CLIP Adapters☆17Updated 10 months ago
- Repo of NeurIPS23☆15Updated last year
- [PR 2024] TFS-ViT: Token-Level Feature Stylization for Domain Generalization☆24Updated 2 years ago
- [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…☆74Updated 2 weeks ago
- This repository contains the code for our CVPR 2024 paper,☆13Updated 10 months ago
- LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections (NeurIPS 2023)☆29Updated last year
- ☆47Updated last year
- Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.☆45Updated 8 months ago
- [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization☆105Updated last year
- [BMVC 2024] On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models☆14Updated 7 months ago
- [ICML2024] Official PyTorch implementation of CoMC: Language-Driven Cross-Modal Classifier for Zero-Shot Multi-Label Image Recognition☆14Updated 11 months ago
- ☆18Updated 8 months ago
- Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)☆39Updated 11 months ago
- PyTorch Implementation of NACLIP in "Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation"☆56Updated 9 months ago