HaoWang420 / Gradient-guided-Modality-DecouplingLinks
☆20Updated 5 months ago
Alternatives and similar repositories for Gradient-guided-Modality-Decoupling
Users that are interested in Gradient-guided-Modality-Decoupling 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)☆31Updated last year
- ☆14Updated 7 months ago
- Code for UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning (ACL 2023)☆36Updated last year
- ☆34Updated 5 months ago
- Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23☆216Updated last year
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆55Updated last year
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆40Updated 2 years ago
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆54Updated 10 months ago
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆32Updated 8 months ago
- Quality-aware multimodal fusion on ICML 2023☆110Updated 2 months ago
- offical code for MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning☆41Updated last year
- Code for the paper 'Dynamic Multimodal Fusion'☆115Updated 2 years ago
- DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)☆56Updated last year
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆113Updated 3 years ago
- The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024☆27Updated last year
- ☆32Updated last year
- The official code repository of ShaSpec model from CVPR 2023 [paper](https://arxiv.org/pdf/2307.14126) "Multi-modal Learning with Missing…☆76Updated 5 months ago
- Deep Correlated Prompting for Visual Recognition with Missing Modalities (NeurIPS 2024)☆28Updated 6 months ago
- Code for dmrnet☆26Updated 2 months ago
- The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024☆45Updated last year
- A curated list of balanced multimodal learning methods.☆99Updated last month
- ☆48Updated 8 months ago
- A novel cross-modal decoupling and alignment framework for multimodal representation learning.☆32Updated 5 months ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆25Updated 3 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆78Updated 2 years ago
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆20Updated 2 years ago
- [ICASSP 2025] Official PyTorch code for training and inference pipeline for DepMamba: Progressive Fusion Mamba for Multimodal Depression …☆75Updated 6 months ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆127Updated 2 years ago
- The project page of paper: Trusted Multi-View Classification [ICLR'2021 paper]☆265Updated 11 months ago
- Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution☆56Updated last year