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This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.
Created 2021-08-28
95 commits to main branch, last one 2 years ago
116
748
mit
11
MMSA is a unified framework for Multimodal Sentiment Analysis.
Created 2020-04-21
132 commits to master branch, last one about a month ago
54
346
mit
9
An official implementation for " UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation"
Created 2020-10-30
20 commits to main branch, last one 2 years ago
多模态情感分析——基于BERT+ResNet的多种融合方法
Created 2022-07-14
6 commits to main branch, last one 2 years ago
This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis, accepted at EMNL...
Created 2021-08-28
12 commits to main branch, last one 2 years ago
22
159
gpl-3.0
6
A Tool for extracting multimodal features from videos.
Created 2021-11-22
101 commits to master branch, last one 2 years ago
Context-Dependent Sentiment Analysis in User-Generated Videos
Created 2017-04-21
19 commits to master branch, last one 3 years ago
The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.
Created 2020-06-19
15 commits to master branch, last one 3 years ago
Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)
Created 2023-10-14
25 commits to master branch, last one 4 days ago
Code for the paper "VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis", AAAI'19
Created 2018-11-11
13 commits to master branch, last one about a year ago
Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"
Created 2020-09-04
33 commits to master branch, last one 4 years ago
This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis
Created 2021-07-28
22 commits to main branch, last one 3 years ago
3
63
gpl-3.0
5
A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)
Created 2023-05-18
25 commits to main branch, last one 4 months ago
4
53
unknown
2
A survey of deep multimodal emotion recognition.
Created 2021-03-02
15 commits to main branch, last one 2 years ago
Towards Robust Multimodal Sentiment Analysis with Incomplete Data
Created 2024-09-29
11 commits to main branch, last one 2 months ago
3
41
mit
2
Code and Data for the ACL22 main conference paper "MSCTD: A Multimodal Sentiment Chat Translation Dataset"
Created 2022-02-21
153 commits to main branch, last one 2 months ago
NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis
Created 2022-04-29
19 commits to main branch, last one 2 years ago
Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"
Created 2024-09-21
12 commits to main branch, last one 3 months ago