mdswyz / DMD
An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)
☆106Updated last year
Alternatives and similar repositories for DMD:
Users that are interested in DMD are comparing it to the libraries listed below
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆45Updated 2 months ago
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆75Updated last year
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆56Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆57Updated 4 months ago
- ☆59Updated 2 months ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆34Updated last year
- ☆34Updated 3 years ago
- ☆14Updated 8 months ago
- ☆28Updated 10 months ago
- [CVPR 2023] Code for "Learning Emotion Representations from Verbal and Nonverbal Communication"☆45Updated this week
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆46Updated last year
- The implementation of CubeMLP☆42Updated last year
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆29Updated last year
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆30Updated last year
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆61Updated 2 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis☆84Updated 4 months ago
- [TMM2022] Source codes of CENet☆29Updated last year
- Toolkits for Multimodal Emotion Recognition☆185Updated 8 months ago
- Modality-Invariant Temporal Representation Learning☆17Updated last year
- ☆32Updated 5 months ago
- Pytorch implementation for the paper: Multivariate, Multi-frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognit…☆36Updated last year
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆62Updated last year
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆24Updated 2 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆24Updated last year
- [CVPR 2023] This is the official implementation of "Weakly Supervised Video Emotion Detection and Prediction via Cross-Modal Temporal Era…☆37Updated last month
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆80Updated 3 years ago
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆24Updated last month
- ☆23Updated 6 months ago
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆16Updated last year
- ☆73Updated 3 years ago