mdswyz / DMDLinks
An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)
☆120Updated 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"☆85Updated 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
- ☆29Updated 11 months ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆37Updated 2 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆25Updated 3 years ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆67Updated 3 months ago
- The implementation of CubeMLP☆46Updated 2 years ago
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆51Updated last year
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆241Updated 2 years ago
- ☆36Updated 3 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆32Updated 2 years ago
- ☆72Updated 7 months ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆70Updated 2 years ago
- ☆15Updated last year
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆67Updated 2 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆26Updated last year
- ☆31Updated last year
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆34Updated 2 years ago
- Toolkits for Multimodal Emotion Recognition☆230Updated last month
- [TMM2022] Source codes of CENet☆34Updated 2 years ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆76Updated last year
- ☆33Updated 10 months ago
- ☆25Updated last year
- Pytorch implementation for the paper: Multivariate, Multi-frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognit…☆43Updated last year
- ☆271Updated last year
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆13Updated 10 months ago
- [CVPR 2023] Code for "Learning Emotion Representations from Verbal and Nonverbal Communication"☆48Updated 4 months ago
- A Unimodal Valence-Arousal Driven Contrastive Learning Framework for Multimodal Multi-Label Emotion Recognition (ACM MM 2024 oral)☆23Updated 8 months ago
- ABAW6 (CVPR-W) We achieved second place in the valence arousal challenge of ABAW6☆23Updated last year