Vincent-ZHQ / UniS-MMCLinks
Code for UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning (ACL 2023)
☆37Updated last year
Alternatives and similar repositories for UniS-MMC
Users that are interested in UniS-MMC are comparing it to the libraries listed below
Sorting:
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆31Updated 2 years ago
- Quality-aware multimodal fusion on ICML 2023☆111Updated 3 months ago
- Code for the paper 'Dynamic Multimodal Fusion'☆114Updated 2 years ago
- ☆35Updated 6 months ago
- ☆15Updated 8 months ago
- ☆20Updated 6 months ago
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆56Updated last year
- Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23☆217Updated last year
- A curated list of balanced multimodal learning methods.☆109Updated last week
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆32Updated 8 months ago
- Official implementation of Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement.☆40Updated last year
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆41Updated 2 years ago
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆55Updated 11 months ago
- Code for dmrnet☆28Updated 2 months ago
- Generated Multimodal Prompt☆20Updated 2 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆80Updated 2 years ago
- ☆36Updated last year
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆112Updated 3 years ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆86Updated 6 months ago
- ☆33Updated last year
- Deep Correlated Prompting for Visual Recognition with Missing Modalities (NeurIPS 2024)☆29Updated 7 months ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆25Updated 3 years ago
- The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024☆27Updated last year
- A novel cross-modal decoupling and alignment framework for multimodal representation learning.☆34Updated 6 months ago
- [ACL 2022] The source code of Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network☆39Updated 2 years ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆136Updated 2 years ago
- The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024☆46Updated last year
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆69Updated 2 years ago
- The implementation of CubeMLP☆47Updated 2 years ago
- ☆50Updated 9 months ago