thuiar / Self-MM
Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"
☆207Updated 2 years ago
Alternatives and similar repositories for Self-MM:
Users that are interested in Self-MM are comparing it to the libraries listed below
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆224Updated 2 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆70Updated last year
- Paper List for Multimodal Sentiment Analysis☆99Updated 4 years ago
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆85Updated 2 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆179Updated 2 years ago
- A Tool for extracting multimodal features from videos.☆161Updated 2 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆121Updated 3 weeks ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆110Updated 4 years ago
- ☆183Updated last year
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆35Updated last year
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆56Updated 2 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆98Updated 2 years ago
- ☆74Updated 2 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆85Updated last year
- This paper list is about multimodal sentiment analysis.☆31Updated 3 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆43Updated 2 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆63Updated 2 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆80Updated 3 years ago
- Fusion Modality Approaches for sentiment analysis and emotion recognition task.☆12Updated 4 years ago
- ☆73Updated 3 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…☆32Updated 2 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆116Updated 3 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆58Updated 5 months ago
- ☆34Updated 3 years ago
- ☆201Updated 3 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆29Updated last year
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆70Updated 2 years ago
- Code for Findings of ACL 2022 Paper "Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors"☆25Updated 2 years ago
- The implementation of CubeMLP☆43Updated last year
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆114Updated 4 years ago