This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.
☆912Mar 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.☆988Jan 15, 2025Updated last year
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆199Mar 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…☆72Apr 16, 2023Updated 2 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆279Mar 14, 2023Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆248Jun 25, 2022Updated 3 years ago
- [ACL'19] [PyTorch] Multimodal Transformer☆968Sep 12, 2022Updated 3 years ago
- A Tool for extracting multimodal features from videos.☆209Feb 11, 2023Updated 3 years ago
- repository for HapticLLaMA: A Multimodal Sensory Language Model for Haptic Captioning☆200Sep 3, 2025Updated 7 months ago
- Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.☆193Apr 5, 2020Updated 6 years ago
- ☆216Dec 5, 2021Updated 4 years ago
- [NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning☆626Jan 27, 2024Updated 2 years ago
- Multimodal Sarcasm Detection Dataset☆372Aug 22, 2024Updated last year
- Paper List for Multimodal Sentiment Analysis☆108Jan 14, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 多模态情感分析——基于BERT+ResNet的多种融合方法☆363Nov 20, 2022Updated 3 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆159Sep 16, 2024Updated last year
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆116Oct 14, 2020Updated 5 years ago
- ☆40Jan 15, 2026Updated 2 months ago
- ☆346Dec 4, 2023Updated 2 years ago
- ☆81Dec 4, 2024Updated last year
- Reading list for research topics in multimodal machine learning☆6,855Aug 20, 2024Updated last year
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆81Jun 16, 2021Updated 4 years ago
- NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis☆31Jan 21, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 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)☆144Apr 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
- ☆137Apr 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
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆79Aug 29, 2025Updated 7 months ago
- A real time Multimodal Emotion Recognition web app for text, sound and video inputs☆1,073Apr 29, 2021Updated 4 years ago
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆99Mar 30, 2022Updated 4 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆86Mar 17, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [TMM2022] Source codes of CENet☆40Mar 14, 2023Updated 3 years ago
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆114Aug 4, 2020Updated 5 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆128Feb 25, 2025Updated last year
- Multi-Interactive Memory Network for Aspect Based Multimodal Sentiment Analysis - AAAI 2019☆96Sep 4, 2020Updated 5 years ago
- 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
- Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks☆40Jul 8, 2022Updated 3 years ago