This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.
☆922Mar 15, 2023Updated 3 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆1,038Jan 15, 2025Updated last year
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆204Mar 14, 2023Updated 3 years ago
- Attention-based multimodal fusion for sentiment analysis☆367Apr 8, 2024Updated 2 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆73Apr 16, 2023Updated 3 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆294Mar 14, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆261Jun 25, 2022Updated 4 years ago
- [ACL'19] [PyTorch] Multimodal Transformer☆996Sep 12, 2022Updated 3 years ago
- A Tool for extracting multimodal features from videos.☆213Feb 11, 2023Updated 3 years ago
- Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.☆193Apr 5, 2020Updated 6 years ago
- repository for UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition☆205Sep 3, 2025Updated 11 months ago
- ☆220Dec 5, 2021Updated 4 years ago
- Paper List for Multimodal Sentiment Analysis☆109Jan 14, 2021Updated 5 years ago
- [NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning☆635Jan 27, 2024Updated 2 years ago
- Multimodal Sarcasm Detection Dataset☆384Aug 22, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆165Sep 16, 2024Updated last year
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆115Oct 14, 2020Updated 5 years ago
- 多模态情感分析——基于BERT+ResNet的多种融合方法☆372Nov 20, 2022Updated 3 years ago
- ☆40Jan 15, 2026Updated 6 months ago
- ☆359Dec 4, 2023Updated 2 years ago
- NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis☆31Jan 21, 2023Updated 3 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆80Jun 16, 2021Updated 5 years ago
- Reading list for research topics in multimodal machine learning☆6,921Aug 20, 2024Updated last year
- ☆85Dec 4, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- MultimodalSDK provides tools to easily apply machine learning algorithms on well-known affective computing datasets such as CMU-MOSI, CMU…☆15Jan 18, 2018Updated 8 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆153Apr 9, 2025Updated last year
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆123Sep 20, 2021Updated 4 years ago
- ☆140Apr 5, 2023Updated 3 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆253Jan 22, 2021Updated 5 years ago
- A real time Multimodal Emotion Recognition web app for text, sound and video inputs☆1,089Apr 29, 2021Updated 5 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆81Aug 29, 2025Updated 11 months ago
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆102Mar 30, 2022Updated 4 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆89Mar 17, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆116Aug 4, 2020Updated 6 years ago
- [TMM2022] Source codes of CENet☆42Mar 14, 2023Updated 3 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆129Feb 25, 2025Updated last year
- This paper list is about multimodal sentiment analysis.☆33Jan 27, 2022Updated 4 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆108Feb 9, 2023Updated 3 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆450Dec 21, 2023Updated 2 years ago
- Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks☆40Jul 8, 2022Updated 4 years ago