mdswyz / DMDLinks
An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)
☆117Updated 2 years ago
Alternatives and similar repositories for DMD
Users that are interested in DMD are comparing it to the libraries listed below
Sorting:
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆84Updated last month
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆36Updated 2 years ago
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆49Updated last year
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆66Updated 2 months ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆60Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆62Updated 9 months ago
- ☆35Updated 3 years ago
- ☆30Updated last year
- ☆69Updated 6 months ago
- The implementation of CubeMLP☆46Updated 2 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆68Updated 2 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆31Updated 2 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆66Updated 2 years ago
- ☆15Updated last year
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆25Updated last year
- [CVPR 2023] Code for "Learning Emotion Representations from Verbal and Nonverbal Communication"☆48Updated 4 months ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆25Updated 3 years ago
- [TMM2022] Source codes of CENet☆32Updated 2 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆240Updated 2 years ago
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆31Updated last year
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆82Updated 4 years ago
- ☆33Updated 9 months ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆73Updated last year
- ☆190Updated 2 years ago
- ☆32Updated last year
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆28Updated 5 months ago
- [AAAI 2020] Official implementation of VAANet for Emotion Recognition☆78Updated last year
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆72Updated 2 years ago
- A Unimodal Valence-Arousal Driven Contrastive Learning Framework for Multimodal Multi-Label Emotion Recognition (ACM MM 2024 oral)☆23Updated 7 months ago
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆64Updated 7 months ago