Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"
☆266Jun 25, 2022Updated 4 years ago
Alternatives and similar repositories for Self-MM
Users that are interested in Self-MM 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.☆1,073Jan 15, 2025Updated last year
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆297Mar 14, 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
- repository for UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition☆206Sep 3, 2025Updated last year
- A Tool for extracting multimodal features from videos.☆230Feb 11, 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.
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆73Apr 16, 2023Updated 3 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
- ☆219Dec 5, 2021Updated 4 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆46Apr 16, 2023Updated 3 years ago
- [ACL'19] [PyTorch] Multimodal Transformer☆1,010Sep 12, 2022Updated 4 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆159Apr 9, 2025Updated last year
- Paper List for Multimodal Sentiment Analysis☆113Jan 14, 2021Updated 5 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆73Nov 9, 2022Updated 3 years ago
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆104Mar 30, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code for Findings of ACL 2022 Paper "Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors"☆26Jun 15, 2022Updated 4 years ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆177Jun 2, 2023Updated 3 years ago
- ☆41Jan 15, 2026Updated 9 months ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆88Aug 29, 2025Updated last year
- ☆85Dec 4, 2024Updated last year
- Code for Paper "SWAFN: Sentimental Words Aware Fusion Network for Multimodal Sentiment Analysis", COLING2020☆13Oct 6, 2023Updated 3 years ago
- Code for COLING 2022 paper: Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment A…☆11May 28, 2023Updated 3 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆62Dec 9, 2022Updated 3 years ago
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆116Aug 4, 2020Updated 6 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.
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆106Sep 8, 2022Updated 4 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆115Oct 14, 2020Updated 6 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆28Jun 21, 2022Updated 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
- [AAAI'25] DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis☆158Apr 16, 2025Updated last year
- [NAACL-2024 Finidngs] The official implement of CLGSI☆38Feb 6, 2025Updated last year
- Attention-based multimodal fusion for sentiment analysis☆368Apr 8, 2024Updated 2 years ago
- NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis☆31Jan 21, 2023Updated 3 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆108Feb 9, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.☆193Apr 5, 2020Updated 6 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆80Jun 16, 2021Updated 5 years ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆65Nov 16, 2022Updated 3 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆38May 15, 2023Updated 3 years ago
- Code for Findings of ACL 2021 paper: "A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analys…☆28Dec 5, 2022Updated 3 years ago
- Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis☆13Mar 17, 2021Updated 5 years ago
- Group Gated Fusion on Attention-based Bidirectional Alignment for Multimodal Emotion Recognition☆15May 10, 2022Updated 4 years ago