repository for UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition
☆202Sep 3, 2025Updated 8 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.☆1,019Jan 15, 2025Updated last year
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆251Jun 25, 2022Updated 3 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆202Mar 14, 2023Updated 3 years ago
- ☆81Dec 4, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆147Apr 9, 2025Updated last year
- Multi-Modality Multi-Loss Fusion Network☆147Jul 28, 2024Updated last year
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆280Mar 14, 2023Updated 3 years ago
- ☆83Aug 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 8 months 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.
- This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…☆917Mar 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
- ☆96Nov 28, 2022Updated 3 years ago
- [NAACL-2024 Finidngs] The official implement of CLGSI☆36Feb 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.☆14Apr 29, 2024Updated 2 years ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆161Jun 2, 2023Updated 2 years ago
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆101Mar 30, 2022Updated 4 years ago
- ☆32Aug 29, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆18Aug 15, 2024Updated last year
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆74Nov 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☆113Feb 24, 2026Updated 2 months ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆93Apr 21, 2023Updated 3 years ago
- ☆37Sep 4, 2024Updated last year
- [ACL'19] [PyTorch] Multimodal Transformer☆979Sep 12, 2022Updated 3 years ago
- ☆349Dec 4, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning☆628Jan 27, 2024Updated 2 years ago
- The implementation of CubeMLP☆51May 8, 2023Updated 2 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆86Mar 17, 2023Updated 3 years ago
- ☆23Jul 29, 2023Updated 2 years ago
- The offical realization of InstructERC☆148May 25, 2025Updated 11 months ago
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆62Jul 8, 2024Updated last year
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆116Oct 14, 2020Updated 5 years ago