[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning
☆654Jan 27, 2024Updated 2 years ago
Alternatives and similar repositories for MultiBench
Users that are interested in MultiBench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆376Dec 4, 2023Updated 2 years ago
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆97Oct 28, 2024Updated 2 years ago
- [ACL'19] [PyTorch] Multimodal Transformer☆1,010Sep 12, 2022Updated 4 years ago
- This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…☆919Mar 15, 2023Updated 3 years ago
- repository for UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition☆206Sep 3, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆297Mar 14, 2023Updated 3 years ago
- ☆15May 3, 2023Updated 3 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆205Mar 14, 2023Updated 3 years ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆266Jun 25, 2022Updated 4 years ago
- Reading list for research topics in multimodal machine learning☆6,949Aug 20, 2024Updated 2 years ago
- Multi-Modality Multi-Loss Fusion Network☆151Jul 28, 2024Updated 2 years ago
- [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models☆100Aug 22, 2024Updated 2 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆80Jun 16, 2021Updated 5 years ago
- [TMLR 2022] High-Modality Multimodal Transformer☆117Nov 2, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.☆193Apr 5, 2020Updated 6 years ago
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆78Nov 13, 2023Updated 2 years ago
- The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)☆327Sep 22, 2025Updated last year
- Code for the paper 'Dynamic Multimodal Fusion'☆128Apr 6, 2023Updated 3 years ago
- [ICLR 2019] Learning Factorized Multimodal Representations☆72Aug 4, 2020Updated 6 years ago
- A Tool for extracting multimodal features from videos.☆230Feb 11, 2023Updated 3 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆38Aug 15, 2024Updated 2 years ago
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆70Dec 5, 2023Updated 2 years ago
- ☆219Dec 5, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Multimodal Sarcasm Detection Dataset☆384Aug 22, 2024Updated 2 years ago
- This is a short tutorial for using the CMU-MultimodalSDK.☆87Mar 20, 2019Updated 7 years ago
- ☆28Aug 2, 2023Updated 3 years ago
- [ICLR 2025] Multi-modal representation learning of shared, unique and synergistic features between modalities☆74May 6, 2025Updated last year
- MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation☆1,096May 17, 2026Updated 5 months ago
- [EMNLP 2022] This repository contains the official implementation of the paper "MM-Align: Learning Optimal Transport-based Alignment Dyna…☆33Mar 10, 2024Updated 2 years ago
- This repository presents UR-FUNNY dataset: first dataset for multimodal humor detection☆156Jan 13, 2021Updated 5 years ago
- ☆33Jul 1, 2019Updated 7 years ago
- Hierarchical Alleviation of Heterogeneity in Multimodal Sentiment Analysis☆13Jun 3, 2024Updated 2 years ago
- 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.
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆38Sep 28, 2023Updated 3 years ago
- [TMM2022] Source codes of CENet☆44Mar 14, 2023Updated 3 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
- An end-to-end benchmark suite of multi-modal DNN applications for system-architecture co-design☆23Dec 13, 2024Updated last year
- ☆41Jan 15, 2026Updated 9 months ago
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆108May 8, 2025Updated last year
- ☆85Dec 4, 2024Updated last year