fanyunfeng-bit / Modal-Imbalance-PMRLinks
PMR: Prototypical Modal Rebalance for Multimodal Learning
☆39Updated 2 years ago
Alternatives and similar repositories for Modal-Imbalance-PMR
Users that are interested in Modal-Imbalance-PMR are comparing it to the libraries listed below
Sorting:
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆53Updated 9 months ago
- Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23☆212Updated last year
- The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024☆44Updated last year
- Code for dmrnet☆26Updated 3 weeks ago
- The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024☆26Updated last year
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆31Updated last year
- A python implement for Certifiable Robust Multi-modal Training☆19Updated last month
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆51Updated last year
- Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".☆37Updated 7 months ago
- [ICCV2023] The repo for "Boosting Multi-modal Model Performance with Adaptive Gradient Modulation".☆25Updated last year
- Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution☆54Updated last year
- ICML2024-ReconBoost: Boosting Can Achieve Modality Reconcilement☆25Updated 3 months ago
- The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)☆279Updated 7 months ago
- ☆13Updated 6 months ago
- Quality-aware multimodal fusion on ICML 2023☆109Updated last month
- [ICLR 23 oral] The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation☆45Updated 2 years ago
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆20Updated 2 years ago
- [ICML 2024] Official implementation for "Predictive Dynamic Fusion."☆60Updated 6 months ago
- ☆47Updated 7 months ago
- Code for the paper 'Dynamic Multimodal Fusion'☆113Updated 2 years ago
- This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"☆17Updated last year
- Code for "Towards Effective Visual Representations for Partial-Label Learning" in CVPR 2023.☆22Updated last year
- ☆27Updated 2 years ago
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆113Updated 3 years ago
- Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.☆47Updated 3 weeks ago
- The official implementation of CVPR2023 paper "DISC: Learning from Noisy Labels via Dynamic Instance-Specific Selection and Correction"☆50Updated 2 years ago
- ☆20Updated 3 months ago
- A curated list of balanced multimodal learning methods.☆94Updated last week
- 🔥MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition [Official, ICCV 2023]☆30Updated 9 months ago
- AAAI-24 Decoupled Contrastive Learning for Long-Tailed Recognition☆32Updated last year