declare-lab / multimodal-deep-learningLinks
This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.
☆865Updated 2 years ago
Alternatives and similar repositories for multimodal-deep-learning
Users that are interested in multimodal-deep-learning are comparing it to the libraries listed below
Sorting:
- [ACL'19] [PyTorch] Multimodal Transformer☆910Updated 3 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆251Updated 2 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆860Updated 8 months ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆223Updated 3 years ago
- A Tool for extracting multimodal features from videos.☆183Updated 2 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆189Updated 2 years ago
- Attention-based multimodal fusion for sentiment analysis☆355Updated last year
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆93Updated 3 years ago
- ☆294Updated last year
- ☆197Updated 2 weeks ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆34Updated last year
- Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.☆188Updated 5 years ago
- This is a short tutorial for using the CMU-MultimodalSDK.☆85Updated 6 years ago
- [NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning☆572Updated last year
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆121Updated 3 years ago
- ☆37Updated 3 years ago
- Multi-Modality Multi-Loss Fusion Network☆130Updated 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…☆34Updated 2 years ago
- Paper List for Multimodal Sentiment Analysis☆101Updated 4 years ago
- ☆210Updated 3 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆126Updated 6 months ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆71Updated 2 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆49Updated 2 years ago
- Code for Findings of ACL 2021 paper: "A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analys…☆28Updated 2 years ago
- Multimodal Fusion, Multimodal Sentiment Analysis☆23Updated 5 years ago
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆114Updated 5 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆113Updated 4 years ago
- ☆80Updated 3 years ago
- ☆78Updated 9 months ago
- ☆92Updated 2 years ago