mdswyz / DMD
An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)
☆110Updated last year
Alternatives and similar repositories for DMD:
Users that are interested in DMD are comparing it to the libraries listed below
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆77Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆59Updated 6 months ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆59Updated 2 years ago
- ☆34Updated 3 years ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆52Updated last week
- The implementation of CubeMLP☆44Updated last year
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆35Updated 2 years ago
- ☆29Updated last year
- ☆63Updated 4 months ago
- ☆14Updated 10 months ago
- [TMM2022] Source codes of CENet☆31Updated 2 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Updated 2 years ago
- [CVPR 2023] Code for "Learning Emotion Representations from Verbal and Nonverbal Communication"☆47Updated 2 months ago
- Expression Snippet Transformer for Robust Video-based Facial Expression Recognition☆13Updated last year
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆30Updated last year
- Toolkits for Multimodal Emotion Recognition☆197Updated 10 months ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆68Updated last year
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆65Updated 5 months ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆64Updated 2 years ago
- ☆27Updated 11 months ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆66Updated 2 years ago
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆30Updated last year
- ABAW6 (CVPR-W) We achieved second place in the valence arousal challenge of ABAW6☆18Updated 10 months ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆95Updated last week
- [AAAI 2020] Official implementation of VAANet for Emotion Recognition☆77Updated last year
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆24Updated last year
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆20Updated last year
- Official implement of AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis☆11Updated 6 months ago
- ☆26Updated 8 months ago
- Modality-Invariant Temporal Representation Learning☆18Updated last year