Vincent-ZHQ / UniS-MMC
Code for UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning (ACL 2023)
☆33Updated 9 months ago
Alternatives and similar repositories for UniS-MMC:
Users that are interested in UniS-MMC are comparing it to the libraries listed below
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆24Updated last year
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆30Updated last year
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆47Updated last year
- ☆18Updated 4 months ago
- Code for the paper 'Dynamic Multimodal Fusion'☆105Updated last year
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆63Updated last year
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆24Updated 2 years ago
- Quality-aware multimodal fusion on ICML 2023☆91Updated last week
- Generated Multimodal Prompt☆15Updated last year
- [ACL 2022] The source code of Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network☆36Updated last year
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆49Updated 3 months ago
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆99Updated 2 years ago
- A curated list of balanced multimodal learning methods.☆49Updated 3 months ago
- The implementation of CubeMLP☆43Updated last year
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆106Updated last year
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆63Updated 2 years ago
- ☆18Updated 6 months ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆29Updated last year
- ☆33Updated 6 months ago
- Code for dmrnet☆21Updated 2 weeks ago
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆26Updated last month
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆12Updated last year
- Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23☆196Updated last year
- Official implementation of Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement.☆38Updated last year
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆32Updated last year
- ☆58Updated 3 months ago
- Code for Findings of ACL 2021 paper: "A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analys…☆28Updated 2 years ago
- ☆14Updated 9 months ago
- ☆28Updated 10 months ago