An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)
☆152Jun 2, 2023Updated 2 years ago
Alternatives and similar repositories for DMD
Users that are interested in DMD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI'25] DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis☆122Apr 16, 2025Updated 11 months ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆109Feb 24, 2026Updated last month
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆277Mar 14, 2023Updated 3 years ago
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆35Sep 28, 2023Updated 2 years ago
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆62Dec 5, 2023Updated 2 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆981Jan 15, 2025Updated last year
- Toolkits for Multimodal Emotion Recognition☆288May 17, 2025Updated 10 months ago
- Pytorch implementation for the paper: Multivariate, Multi-frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognit…☆55Dec 5, 2023Updated 2 years ago
- Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum☆29Dec 15, 2024Updated last year
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆97May 8, 2025Updated 10 months ago
- ☆70Jul 25, 2024Updated last year
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆244Jun 25, 2022Updated 3 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆79Aug 29, 2025Updated 6 months ago
- repository for HapticLLaMA: A Multimodal Sensory Language Model for Haptic Captioning☆200Sep 3, 2025Updated 6 months ago
- ☆81Dec 4, 2024Updated last year
- ☆14Sep 2, 2023Updated 2 years ago
- NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis☆31Jan 21, 2023Updated 3 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆81Jun 16, 2021Updated 4 years ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆93Nov 17, 2023Updated 2 years ago
- [CVPR 2023] Code for "Learning Emotion Representations from Verbal and Nonverbal Communication"☆53Feb 19, 2025Updated last year
- The code for Multi-Scale Receptive Field Graph Model for Emotion Recognition in Conversations☆11Jan 17, 2023Updated 3 years ago
- ☆67Aug 15, 2019Updated 6 years ago
- Multi-Modality Multi-Loss Fusion Network☆144Jul 28, 2024Updated last year
- ☆40Jan 15, 2026Updated 2 months ago
- ☆11Sep 17, 2024Updated last year
- ☆83Aug 9, 2021Updated 4 years ago
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆67Nov 27, 2024Updated last year
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆62Jul 8, 2024Updated last year
- Hierarchical Alleviation of Heterogeneity in Multimodal Sentiment Analysis☆14Jun 3, 2024Updated last year
- [ACL'19] [PyTorch] Multimodal Transformer☆963Sep 12, 2022Updated 3 years ago
- ☆14Oct 10, 2024Updated last year
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆143Apr 9, 2025Updated 11 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
- ☆27Aug 2, 2023Updated 2 years ago
- ☆21Jan 21, 2025Updated last year
- ☆20Jun 4, 2024Updated last year
- The implementation codes of paper: Multimodal Sentiment Analysis with Mutual Information-based Disentangled Representation Learning☆19May 8, 2025Updated 10 months ago
- A Tool for extracting multimodal features from videos.☆208Feb 11, 2023Updated 3 years ago
- ☆20Aug 22, 2024Updated last year