An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)
☆62Dec 5, 2023Updated 2 years ago
Alternatives and similar repositories for IMDer
Users that are interested in IMDer are comparing it to the libraries listed below
Sorting:
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆34Sep 28, 2023Updated 2 years ago
- ☆40Apr 16, 2024Updated last year
- ☆13Jan 11, 2024Updated 2 years ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆147Jun 2, 2023Updated 2 years ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆104Updated this week
- ☆25Nov 6, 2025Updated 3 months ago
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆18Sep 4, 2024Updated last year
- Official Repository for "Learning Trimodal Relation for Audio-Visual Question Answering with Missing Modality" (ECCV 2024)☆16Oct 29, 2024Updated last year
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆43Jan 15, 2025Updated last year
- ☆13Apr 2, 2025Updated 11 months ago
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆62Jul 8, 2024Updated last year
- [NeurIPS 2024] Official PyTorch implementation of the paper "Classifier-guided Gradient Modulation for Enhanced Multimodal Learning"☆36Oct 10, 2024Updated last year
- ☆80Dec 4, 2024Updated last year
- ☆33Mar 24, 2025Updated 11 months ago
- [ACL 2024 Main] Official PyTorch implementation of the paper "Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis a…☆133Dec 13, 2024Updated last year
- The implementation codes of paper: Multimodal Sentiment Analysis with Mutual Information-based Disentangled Representation Learning☆18May 8, 2025Updated 9 months ago
- Crossmodal Translation based Meta Weight Adaption for Robust Image-Text Sentiment Analysis☆15May 16, 2024Updated last year
- ☆16Aug 15, 2024Updated last year
- [ICASSP 2025] "Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attentio…☆34Apr 27, 2025Updated 10 months ago
- ☆34Jul 25, 2024Updated last year
- A curated list of balanced multimodal learning methods.☆159Updated this week
- Pytorch implementation for the paper: Multivariate, Multi-frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognit…☆55Dec 5, 2023Updated 2 years ago
- ☆27Aug 2, 2023Updated 2 years ago
- ☆71Jul 25, 2024Updated last year
- The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024☆30Jul 30, 2024Updated last year
- ☆14Oct 12, 2024Updated last year
- Code of Graph Contrastive Partial Multi-View Clustering☆12Mar 10, 2025Updated 11 months ago
- [CVPR 2025] Implementation of "Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder"☆18Feb 3, 2026Updated 3 weeks ago
- [AAAI'25] DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis☆119Apr 16, 2025Updated 10 months ago
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆118Jun 18, 2022Updated 3 years ago
- offical code for MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning☆85May 26, 2024Updated last year
- ☆43Mar 31, 2025Updated 11 months ago
- Transformer encoder-decoder for emotion detection in dialogues☆62Mar 23, 2023Updated 2 years ago
- ☆19Jun 4, 2024Updated last year
- ☆11Mar 29, 2021Updated 4 years ago
- ☆14Oct 10, 2024Updated last year
- ☆19Jan 21, 2025Updated last year
- The repository for ACL 2023 paper "Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations", and SemEval 202…☆36Nov 2, 2023Updated 2 years ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆65Nov 16, 2022Updated 3 years ago