thuiar / Self-MMLinks
Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"
☆215Updated 3 years ago
Alternatives and similar repositories for Self-MM
Users that are interested in Self-MM are comparing it to the libraries listed below
Sorting:
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆72Updated 2 years ago
- Paper List for Multimodal Sentiment Analysis☆101Updated 4 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆240Updated 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
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆89Updated 3 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆125Updated 4 months ago
- A Tool for extracting multimodal features from videos.☆172Updated 2 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆36Updated 2 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆112Updated 4 years ago
- ☆190Updated 2 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆82Updated 4 years ago
- ☆79Updated 3 years ago
- ☆35Updated 3 years ago
- Fusion Modality Approaches for sentiment analysis and emotion recognition task.☆12Updated 4 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆89Updated 2 years ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆60Updated 2 years ago
- This paper list is about multimodal sentiment analysis.☆32Updated 3 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆45Updated 2 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆78Updated 2 years ago
- The implementation of CubeMLP☆46Updated 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
- Code for MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis https://arxiv.org/abs/2201.09828 (to be presented in ICASSP…☆35Updated 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
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆104Updated 2 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆66Updated 2 years ago
- ☆69Updated 6 months ago
- This is a short tutorial for using the CMU-MultimodalSDK.☆86Updated 6 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆62Updated 9 months ago
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆114Updated 4 years ago
- ☆79Updated 3 years ago