declare-lab / multimodal-deep-learningLinks
This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.
☆849Updated 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☆894Updated 2 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆828Updated 6 months ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆241Updated 2 years ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆216Updated 3 years ago
- Attention-based multimodal fusion for sentiment analysis☆356Updated last year
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆90Updated 3 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆187Updated 2 years ago
- A Tool for extracting multimodal features from videos.☆175Updated 2 years ago
- [NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning☆557Updated last year
- ☆192Updated 2 years ago
- ☆273Updated last year
- Paper List for Multimodal Sentiment Analysis☆101Updated 4 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆34Updated 11 months ago
- Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.☆189Updated 5 years ago
- ☆205Updated 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
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆125Updated 4 months ago
- ☆173Updated 5 years ago
- ☆37Updated 3 years ago
- ☆78Updated 3 years ago
- This is a short tutorial for using the CMU-MultimodalSDK.☆86Updated 6 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆121Updated 3 years ago
- Multi-Modality Multi-Loss Fusion Network☆122Updated 11 months ago
- This paper list is about multimodal sentiment analysis.☆32Updated 3 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆72Updated 2 years ago
- Multimodal Sarcasm Detection Dataset☆348Updated 10 months 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
- ☆72Updated 7 months ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆46Updated 2 years ago
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆115Updated 4 years ago