miguelsvasco / gmc
Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)
☆28Updated 3 months ago
Alternatives and similar repositories for gmc:
Users that are interested in gmc are comparing it to the libraries listed below
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆66Updated last year
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆72Updated 5 months ago
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆104Updated 2 years ago
- PyTorch Implementation on Paper [CVPR2021]Distilling Audio-Visual Knowledge by Compositional Contrastive Learning☆87Updated 3 years ago
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆47Updated last year
- A python implement for Certifiable Robust Multi-modal Training☆18Updated 8 months ago
- This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"☆17Updated last year
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆20Updated last year
- Official Pytorch implementation of "Improved Probabilistic Image-Text Representations" (ICLR 2024)☆58Updated 11 months ago
- ☆26Updated 3 years ago
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆37Updated 2 years ago
- This is the official code for the paper "Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaborati…☆10Updated 8 months ago
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆31Updated last year
- Multimodal Variational Auto-encoder based Audio-Visual Segmentation [ICCV2023].☆19Updated 7 months ago
- Code Example for Learning Multimodal Data Augmentation in Feature Space☆42Updated 2 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆66Updated 2 years ago
- The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024☆42Updated 9 months ago
- Implementation for the paper "Reliable Visual Question Answering Abstain Rather Than Answer Incorrectly" (ECCV 2022: https//arxiv.org/abs…☆33Updated last year
- [ICLR 2023] Official code for the paper "Identifiability Results for Multimodal Contrastive Learning"☆32Updated 2 years ago
- CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations, ICCV 2021☆63Updated 3 years ago
- Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks☆28Updated 2 years ago
- [NeurIPS 2024 Spotlight] Code for the paper "Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts"☆44Updated 5 months ago
- [CVPR 2022 Oral] Rethinking Minimal Sufficient Representation in Contrastive Learning☆68Updated last year
- [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models☆96Updated 8 months ago
- Code for the paper 'Dynamic Multimodal Fusion'☆106Updated 2 years ago
- CVPR 2022, Robust Contrastive Learning against Noisy Views☆83Updated 3 years ago
- Code for dmrnet☆22Updated 2 months ago
- Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution☆48Updated last year
- [ICLR 2019] Learning Factorized Multimodal Representations☆67Updated 4 years ago
- A PyTorch implementation of Multimodal Few-Shot Learning with Frozen Language Models with OPT.☆44Updated 2 years ago