declare-lab / Multimodal-Infomax
This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis, accepted at EMNLP 2021.
☆172Updated last year
Alternatives and similar repositories for Multimodal-Infomax:
Users that are interested in Multimodal-Infomax are comparing it to the libraries listed below
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆216Updated last year
- 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☆99Updated 4 years ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆56Updated 2 years ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆203Updated 2 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆110Updated 4 years ago
- ☆73Updated 3 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
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆80Updated 3 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆85Updated last year
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆116Updated 3 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆61Updated 2 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆120Updated 2 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆42Updated 2 years ago
- ☆199Updated 3 years ago
- ☆178Updated last year
- Code for Findings of ACL 2022 Paper "Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors"☆25Updated 2 years ago
- This paper list is about multimodal sentiment analysis.☆31Updated 3 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆29Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆57Updated 4 months ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆62Updated last year
- ☆33Updated 3 years ago
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆62Updated 3 months ago
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆86Updated 2 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆34Updated last year
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆113Updated 4 years ago
- This is the code for Coupled-translation Fusion Network.☆10Updated 3 years ago
- ☆15Updated 3 years ago
- codes for: Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion☆47Updated 3 years ago