YingWANGG / M2IBLinks
Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution
☆64Updated last year
Alternatives and similar repositories for M2IB
Users that are interested in M2IB are comparing it to the libraries listed below
Sorting:
- The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024☆50Updated last year
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆59Updated last year
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆105Updated last year
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆94Updated 8 months ago
- ☆63Updated 2 months ago
- Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".☆44Updated last year
- ☆54Updated last year
- [ICLR 2024 Oral] Less is More: Fewer Interpretable Region via Submodular Subset Selection☆86Updated 2 months ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆171Updated 2 years ago
- [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"☆21Updated last year
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆42Updated 2 years ago
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆281Updated 2 years ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆111Updated last year
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆84Updated last year
- [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning☆96Updated 5 months ago
- Twin Contrastive Learning with Noisy Labels (CVPR 2023)☆73Updated 2 years ago
- Code for ICML 2024 paper (Oral) — Test-Time Model Adaptation with Only Forward Passes☆92Updated last year
- [CVPR 2024] TEA: Test-time Energy Adaptation☆71Updated last year
- Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23☆226Updated 2 years ago
- ☆46Updated last year
- This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"☆16Updated last year
- 🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".☆47Updated 9 months ago
- ☆105Updated 2 years ago
- Code for dmrnet☆29Updated 5 months ago
- PyTorch Implementation for InMaP☆11Updated 2 years ago
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models (AAAI 2024)☆73Updated 10 months ago
- [ICCV2023] The repo for "Boosting Multi-modal Model Performance with Adaptive Gradient Modulation".☆27Updated last year
- PyTorch implementation of our CVPR 2024 paper "Unified Entropy Optimization for Open-Set Test-Time Adaptation"☆32Updated last year
- [TPAMI 2024] Probabilistic Contrastive Learning for Long-Tailed Visual Recognition☆88Updated last year
- PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022☆92Updated last year