declare-lab / MISALinks
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis
☆236Updated 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"☆212Updated 2 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆186Updated 2 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 Transformer-based Feature Reconstruction Network for Robust Multim…☆36Updated 2 years ago
- The implementation of CubeMLP☆44Updated 2 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆65Updated 2 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆33Updated 9 months ago
- ☆190Updated 2 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆44Updated 2 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆88Updated 2 years ago
- ☆65Updated 6 months ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆61Updated 8 months ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆125Updated 3 months ago
- ☆34Updated 3 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆81Updated 3 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆31Updated 2 years ago
- A Tool for extracting multimodal features from videos.☆170Updated 2 years ago
- ☆77Updated 3 years ago
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆89Updated 3 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆67Updated 2 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆120Updated 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…☆35Updated 2 years ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆60Updated 2 years ago
- Paper List for Multimodal Sentiment Analysis☆100Updated 4 years ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆115Updated 2 years ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆71Updated last year
- ☆14Updated 11 months ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆77Updated 2 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆25Updated last year
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆104Updated 2 years ago