[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning
☆635Jan 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:
- ☆357Dec 4, 2023Updated 2 years ago
- [ACL'19] [PyTorch] Multimodal Transformer☆992Sep 12, 2022Updated 3 years ago
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆92Oct 28, 2024Updated last year
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆1,035Jan 15, 2025Updated last year
- This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…☆920Mar 15, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆15May 3, 2023Updated 3 years ago
- repository for UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition☆204Sep 3, 2025Updated 10 months ago
- [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models☆99Aug 22, 2024Updated last year
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆294Mar 14, 2023Updated 3 years ago
- Reading list for research topics in multimodal machine learning☆6,910Aug 20, 2024Updated last year
- [TMLR 2022] High-Modality Multimodal Transformer☆116Nov 2, 2024Updated last year
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆80Jun 16, 2021Updated 5 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆203Mar 14, 2023Updated 3 years ago
- The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)☆320Sep 22, 2025Updated 9 months 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.
- Multi-Modality Multi-Loss Fusion Network☆149Jul 28, 2024Updated last year
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆172Jun 2, 2023Updated 3 years ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆258Jun 25, 2022Updated 4 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆38Aug 15, 2024Updated last year
- [TMM2022] Source codes of CENet☆42Mar 14, 2023Updated 3 years ago
- ☆219Dec 5, 2021Updated 4 years ago
- Multimodal Sarcasm Detection Dataset☆383Aug 22, 2024Updated last year
- [ICLR 2019] Learning Factorized Multimodal Representations☆69Aug 4, 2020Updated 5 years ago
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆64Dec 5, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆104May 8, 2025Updated last year
- ☆40Jan 15, 2026Updated 6 months ago
- Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing☆18Sep 24, 2022Updated 3 years ago
- This is a short tutorial for using the CMU-MultimodalSDK.☆87Mar 20, 2019Updated 7 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆72Apr 16, 2023Updated 3 years ago
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆37Sep 28, 2023Updated 2 years ago
- Code and dataset of "MEmoR: A Dataset for Multimodal Emotion Reasoning in Videos" in MM'20.☆55Jun 12, 2023Updated 3 years ago
- ☆32Jul 1, 2019Updated 7 years ago
- Multimodal Sentiment Analysis using unified transformer☆25Oct 11, 2022Updated 3 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.
- A Tool for extracting multimodal features from videos.☆212Feb 11, 2023Updated 3 years ago
- Hierarchical Alleviation of Heterogeneity in Multimodal Sentiment Analysis☆14Jun 3, 2024Updated 2 years ago
- Code for the paper 'Dynamic Multimodal Fusion'☆127Apr 6, 2023Updated 3 years 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
- MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation☆1,073May 17, 2026Updated 2 months ago
- ☆29Aug 2, 2023Updated 2 years ago
- Holistic evaluation of multimodal foundation models☆48Aug 11, 2024Updated last year