YingWANGG / M2IBLinks
Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution
☆62Updated last year
Alternatives and similar repositories for M2IB
Users that are interested in M2IB are comparing it to the libraries listed below
Sorting:
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆102Updated last year
- ☆58Updated last month
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆88Updated 6 months ago
- The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024☆48Updated last year
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆57Updated last year
- ☆44Updated last year
- Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".☆44Updated 10 months ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆171Updated last year
- [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning☆92Updated 4 months ago
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆280Updated 2 years ago
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models (AAAI 2024)☆73Updated 9 months ago
- [ICLR 2024 Oral] Less is More: Fewer Interpretable Region via Submodular Subset Selection☆85Updated 3 weeks ago
- [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"☆21Updated last year
- Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.☆49Updated 4 months ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆109Updated last year
- Code for ICML 2024 paper (Oral) — Test-Time Model Adaptation with Only Forward Passes☆90Updated last year
- Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23☆223Updated last year
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆42Updated 2 years ago
- ☆52Updated 10 months ago
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆83Updated last year
- PyTorch Implementation for InMaP☆11Updated 2 years ago
- ☆104Updated last year
- [ICLR 2024] Test-Time RL with CLIP Feedback for Vision-Language Models.☆95Updated last month
- [CVPR 2024] TEA: Test-time Energy Adaptation☆71Updated last year
- [AAAI'25, CVPRW 2024] Official repository of paper titled "Learning to Prompt with Text Only Supervision for Vision-Language Models".☆114Updated 11 months ago
- 🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".☆46Updated 8 months ago
- [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization☆108Updated last year
- [ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass☆195Updated 2 years ago
- Twin Contrastive Learning with Noisy Labels (CVPR 2023)☆71Updated 2 years ago
- [AAAI 2024] Prompt-based Distribution Alignment for Unsupervised Domain Adaptation☆74Updated last year