wxxv / MoMKELinks
Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024
☆32Updated 9 months ago
Alternatives and similar repositories for MoMKE
Users that are interested in MoMKE are comparing it to the libraries listed below
Sorting:
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆58Updated last year
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆31Updated 2 years ago
- ☆15Updated 9 months ago
- ☆38Updated last year
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆92Updated 5 months ago
- A curated list of balanced multimodal learning methods.☆125Updated last week
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆81Updated 2 years ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆89Updated 6 months ago
- ☆36Updated 7 months ago
- Pytorch implementation for the paper: Multivariate, Multi-frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognit…☆50Updated last year
- Code for P-RMF (ACL 2025): Proxy-Driven Robust Multimodal Sentiment Analysis with Incomplete Data.☆22Updated 2 months ago
- ☆21Updated 6 months ago
- Code for dmrnet☆28Updated 3 months ago
- [CVPR'25] EMOE: Modality-Specific Enhanced Dynamic Emotion Experts☆69Updated 3 months ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆70Updated 2 years ago
- A novel cross-modal decoupling and alignment framework for multimodal representation learning.☆36Updated 7 months ago
- ☆31Updated last year
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆57Updated 11 months ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆140Updated 2 years ago
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆42Updated 2 years ago
- Code for UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning (ACL 2023)☆37Updated last year
- The repo for "On-the-fly Modulation for Balanced Multimodal Learning", T-PAMI 2024☆18Updated last year
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆23Updated last year
- [ICML 2023] Provable Dynamic Fusion for Low-Quality Multimodal Data☆111Updated 4 months ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆25Updated 3 years ago
- [ICML 2024] Official implementation for "Predictive Dynamic Fusion."☆65Updated 9 months ago
- ☆52Updated 10 months ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆36Updated 2 years ago
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis☆29Updated 10 months ago
- A python implement for Certifiable Robust Multi-modal Training☆18Updated 4 months ago