18 results found Sort:

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
105
653
mit
10
MMSA is a unified framework for Multimodal Sentiment Analysis.
Created 2020-04-21
128 commits to master branch, last one 9 months ago
54
336
mit
10
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 about a year 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 about a year 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 about a year ago
20
133
gpl-3.0
6
A Tool for extracting multimodal features from videos.
Created 2021-11-22
101 commits to master branch, last one about a year 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
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 3 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 2 years ago
Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis
Created 2023-10-14
19 commits to master branch, last one 6 months ago
3
55
gpl-3.0
6
Code for paper "A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations"
Created 2023-05-18
23 commits to main branch, last one 6 months ago
4
49
unknown
1
A survey of deep multimodal emotion recognition.
Created 2021-03-02
15 commits to main branch, last one 2 years ago
3
40
mit
2
Code and Data for the ACL22 main conference paper "MSCTD: A Multimodal Sentiment Chat Translation Dataset"
Created 2022-02-21
141 commits to main branch, last one about a year ago
NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis
Created 2022-04-29
19 commits to main branch, last one about a year ago