OSU-MLB / ViT_PEFT_VisionLinks
[CVPR'25 (Highlight)] Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition
☆36Updated last month
Alternatives and similar repositories for ViT_PEFT_Vision
Users that are interested in ViT_PEFT_Vision are comparing it to the libraries listed below
Sorting:
- Official Implementation of "Fine-Tuning is Fine, if Calibrated.", NeurIPS 2024☆18Updated last month
- This is an official implementation for PROMPT-CAM: A Simpler Interpretable Transformer for Fine-Grained Analysis (CVPR'25)☆23Updated 2 months ago
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆96Updated last year
- PyTorch implementation of our CVPR 2024 paper "Unified Entropy Optimization for Open-Set Test-Time Adaptation"☆23Updated 9 months ago
- [NeurIPS '24] Frustratingly easy Test-Time Adaptation of VLMs!!☆46Updated 2 months ago
- ☆23Updated 3 months ago
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆141Updated 9 months ago
- [CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners☆52Updated 9 months ago
- About Code Release for "CLIPood: Generalizing CLIP to Out-of-Distributions" (ICML 2023), https://arxiv.org/abs/2302.00864☆66Updated last year
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆49Updated 3 months ago
- Official repository for "CLIP model is an Efficient Continual Learner".☆96Updated 2 years ago
- Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]☆33Updated last month
- Learning without Forgetting for Vision-Language Models (TPAMI 2025)☆39Updated 3 months ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆95Updated 10 months ago
- (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study☆107Updated last year
- [ICCV 2023] Bayesian Prompt Learning for Image-Language Model Generalization☆33Updated last year
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆96Updated 10 months ago
- ☆21Updated last year
- LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections (NeurIPS 2023)☆29Updated last year
- Official Implementation of paper: PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery…☆44Updated 2 years ago
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆101Updated last year
- Pytorch implementation of DAPrompt: https://arxiv.org/abs/2202.06687☆93Updated 2 years ago
- Code for our NeurIPS´24 paper☆34Updated 7 months ago
- ☆36Updated last year
- Official implementation of Few-shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt (ECCV2024)☆28Updated 10 months ago
- Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"☆81Updated last year
- [AAAI'25, CVPRW 2024] Official repository of paper titled "Learning to Prompt with Text Only Supervision for Vision-Language Models".☆107Updated 5 months ago
- [ICML 2024] Offical code repo for ICML2024 paper "Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with …☆26Updated 11 months ago
- ☆60Updated last year
- This is official code repository for "Learning with Mixture of Prototypes for Out-of-Distribution Detection", accepted at ICLR2024☆28Updated 10 months ago