thuiar / UMCLinks
Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances (ACL 2024)
☆30Updated last year
Alternatives and similar repositories for UMC
Users that are interested in UMC are comparing it to the libraries listed below
Sorting:
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Updated 3 years ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆103Updated 10 months ago
- The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)☆308Updated 4 months ago
- Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23☆226Updated 2 years ago
- [ICML 2023] Provable Dynamic Fusion for Low-Quality Multimodal Data☆116Updated 7 months ago
- Generated Multimodal Prompt☆20Updated 2 years ago
- TCL-MAP is a powerful method for multimodal intent recognition (AAAI 2024)☆56Updated 2 years ago
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆34Updated 2 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆30Updated 2 years ago
- ☆32Updated last year
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆61Updated 2 years ago
- Code for UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning (ACL 2023)☆38Updated last year
- The implementation of CubeMLP☆51Updated 2 years ago
- ☆34Updated last year
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆138Updated 10 months ago
- [CVPR'25] EMOE: Modality-Specific Enhanced Dynamic Emotion Experts☆108Updated 6 months ago
- A curated list of balanced multimodal learning methods.☆154Updated this week
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆36Updated 2 years ago
- ☆80Updated last year
- Crossmodal Translation based Meta Weight Adaption for Robust Image-Text Sentiment Analysis☆15Updated last year
- ☆43Updated 10 months ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆145Updated 2 years ago
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆93Updated 9 months ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆71Updated 3 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆85Updated 2 years ago
- Deep Correlated Prompting for Visual Recognition with Missing Modalities (NeurIPS 2024)☆34Updated 11 months ago
- Code for Findings of ACL 2021 paper: "A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analys…☆27Updated 3 years ago
- Code for the paper 'Dynamic Multimodal Fusion'☆122Updated 2 years ago
- ☆27Updated 2 years ago
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆59Updated last year