declare-lab / MISA
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis
☆213Updated last year
Alternatives and similar repositories for MISA:
Users that are interested in MISA are comparing it to the libraries listed below
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆171Updated last year
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆199Updated 2 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆68Updated last year
- Paper List for Multimodal Sentiment Analysis☆98Updated 4 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆61Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆57Updated 4 months ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆33Updated last year
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆62Updated last year
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆85Updated 2 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆80Updated 3 years ago
- ☆178Updated last year
- ☆59Updated last month
- [TMM2022] Source codes of CENet☆27Updated last year
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆120Updated 2 years ago
- The implementation of CubeMLP☆42Updated last year
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆85Updated last year
- Code for MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis https://arxiv.org/abs/2201.09828 (to be presented in ICASSP…☆32Updated last year
- ☆72Updated 3 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆29Updated last year
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆41Updated 2 years ago
- A Tool for extracting multimodal features from videos.☆152Updated last year
- Multi-Modality Multi-Loss Fusion Network☆82Updated 6 months ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆98Updated last year
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆116Updated 3 years ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆56Updated 2 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆29Updated 5 months ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆23Updated last year
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆112Updated 4 years ago
- ☆33Updated 3 years ago
- This is the code for Coupled-translation Fusion Network.☆10Updated 3 years ago