repository for UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition
☆203Sep 3, 2025Updated 9 months ago
Alternatives and similar repositories for UniMSE
Users that are interested in UniMSE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- UniSA: Unified Generative Framework for Sentiment Analysis☆52Apr 29, 2024Updated 2 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆1,023Jan 15, 2025Updated last year
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆258Jun 25, 2022Updated 3 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆201Mar 14, 2023Updated 3 years ago
- ☆81Dec 4, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆150Apr 9, 2025Updated last year
- Multi-Modality Multi-Loss Fusion Network☆149Jul 28, 2024Updated last year
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆286Mar 14, 2023Updated 3 years ago
- ☆86Aug 9, 2021Updated 4 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…☆34Mar 7, 2023Updated 3 years ago
- A Tool for extracting multimodal features from videos.☆211Feb 11, 2023Updated 3 years ago
- ☆28Aug 2, 2023Updated 2 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆28Jun 21, 2022Updated 3 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆80Aug 29, 2025Updated 9 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…☆918Mar 15, 2023Updated 3 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
- ☆97Nov 28, 2022Updated 3 years ago
- [NAACL-2024 Finidngs] The official implement of CLGSI☆37Feb 6, 2025Updated last year
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆80Jun 16, 2021Updated 4 years ago
- SAEval: A benchmark for sentiment analysis to evaluate the model's performance on various subtasks.☆15Apr 29, 2024Updated 2 years ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆169Jun 2, 2023Updated 3 years ago
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆101Mar 30, 2022Updated 4 years ago
- ☆33Aug 29, 2024Updated 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.
- ☆18Aug 15, 2024Updated last year
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆75Nov 4, 2024Updated last year
- code for "Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation, EMNLP 22"☆81Feb 9, 2023Updated 3 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆31Aug 17, 2023Updated 2 years ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆115Feb 24, 2026Updated 3 months ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆94Apr 21, 2023Updated 3 years ago
- ☆38Sep 4, 2024Updated last year
- [ACL'19] [PyTorch] Multimodal Transformer☆989Sep 12, 2022Updated 3 years ago
- ☆352Dec 4, 2023Updated 2 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.
- [NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning☆629Jan 27, 2024Updated 2 years ago
- The implementation of CubeMLP☆51May 8, 2023Updated 3 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆89Mar 17, 2023Updated 3 years ago
- ☆23Jul 29, 2023Updated 2 years ago
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆62Jul 8, 2024Updated last year
- The offical realization of InstructERC☆150May 25, 2025Updated last year
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆115Oct 14, 2020Updated 5 years ago