declare-lab / MISALinks
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis
☆241Updated 2 years ago
Alternatives and similar repositories for MISA
Users that are interested in MISA are comparing it to the libraries listed below
Sorting:
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆215Updated 3 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆72Updated 2 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆187Updated 2 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆37Updated 2 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆32Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆62Updated 9 months ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆67Updated 2 years ago
- The implementation of CubeMLP☆46Updated 2 years ago
- ☆36Updated 3 years ago
- ☆72Updated 7 months ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆46Updated 2 years ago
- ☆192Updated 2 years ago
- ☆79Updated 3 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆82Updated 4 years ago
- A Tool for extracting multimodal features from videos.☆174Updated 2 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆26Updated last year
- [TMM2022] Source codes of CENet☆34Updated 2 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆78Updated 2 years ago
- ☆15Updated last year
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆125Updated 4 months ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆120Updated 2 years ago
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆89Updated 3 years ago
- This is the code for Coupled-translation Fusion Network.☆11Updated 3 years ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆60Updated 2 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆70Updated 2 years 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
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆121Updated 3 years ago
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆34Updated 2 years ago
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆115Updated 4 years ago
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆13Updated 10 months ago