Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"
☆244Jun 25, 2022Updated 3 years ago
Alternatives and similar repositories for Self-MM
Users that are interested in Self-MM are comparing it to the libraries listed below
Sorting:
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆981Jan 15, 2025Updated last year
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆277Mar 14, 2023Updated 3 years ago
- repository for HapticLLaMA: A Multimodal Sensory Language Model for Haptic Captioning☆199Sep 3, 2025Updated 6 months ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆197Mar 14, 2023Updated 3 years ago
- A Tool for extracting multimodal features from videos.☆208Feb 11, 2023Updated 3 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆41Apr 16, 2023Updated 2 years ago
- This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…☆908Mar 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 2 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆143Apr 9, 2025Updated 11 months ago
- Paper List for Multimodal Sentiment Analysis☆108Jan 14, 2021Updated 5 years ago
- [ACL'19] [PyTorch] Multimodal Transformer☆963Sep 12, 2022Updated 3 years ago
- ☆81Dec 4, 2024Updated last year
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆100Mar 30, 2022Updated 3 years ago
- ☆214Dec 5, 2021Updated 4 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆79Aug 29, 2025Updated 6 months ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆72Nov 9, 2022Updated 3 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆116Oct 14, 2020Updated 5 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆58Dec 9, 2022Updated 3 years ago
- Code for Findings of ACL 2022 Paper "Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors"☆26Jun 15, 2022Updated 3 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Jun 21, 2022Updated 3 years ago
- Code for Findings of ACL 2021 paper: "A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analys…☆26Dec 5, 2022Updated 3 years ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆152Jun 2, 2023Updated 2 years ago
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆114Aug 4, 2020Updated 5 years ago
- Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis☆13Mar 17, 2021Updated 5 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆81Jun 16, 2021Updated 4 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆99Sep 8, 2022Updated 3 years ago
- Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.☆193Apr 5, 2020Updated 5 years ago
- Group Gated Fusion on Attention-based Bidirectional Alignment for Multimodal Emotion Recognition☆14May 10, 2022Updated 3 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆37Aug 15, 2024Updated last year
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆108Feb 9, 2023Updated 3 years ago
- NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis☆31Jan 21, 2023Updated 3 years ago
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆24Jan 2, 2024Updated 2 years ago
- ☆40Jan 15, 2026Updated 2 months ago
- Attention-based multimodal fusion for sentiment analysis☆366Apr 8, 2024Updated last year
- ☆96Nov 28, 2022Updated 3 years ago
- Code for Paper "SWAFN: Sentimental Words Aware Fusion Network for Multimodal Sentiment Analysis", COLING2020☆13Oct 6, 2023Updated 2 years ago
- [ICLR 2019] Learning Factorized Multimodal Representations☆68Aug 4, 2020Updated 5 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆38May 15, 2023Updated 2 years ago
- ☆36Dec 22, 2021Updated 4 years ago