miguelsvasco / gmcLinks
Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)
☆28Updated 5 months ago
Alternatives and similar repositories for gmc
Users that are interested in gmc are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆69Updated last year
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆75Updated 8 months ago
- A python implement for Certifiable Robust Multi-modal Training☆19Updated last week
- This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"☆17Updated last year
- Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks☆28Updated 3 years ago
- ☆28Updated 3 years ago
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆109Updated 3 years ago
- Official Pytorch implementation of "Improved Probabilistic Image-Text Representations" (ICLR 2024)☆57Updated last year
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆20Updated 2 years ago
- CVPR 2022, Robust Contrastive Learning against Noisy Views☆83Updated 3 years ago
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆39Updated 2 years ago
- Code Example for Learning Multimodal Data Augmentation in Feature Space☆43Updated 2 years ago
- [NeurIPS 2024 Spotlight] Code for the paper "Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts"☆55Updated 2 weeks ago
- ☆61Updated 2 years ago
- SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise (BMVC2022)☆30Updated 3 months ago
- CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations, ICCV 2021☆63Updated 3 years ago
- PyTorch Implementation on Paper [CVPR2021]Distilling Audio-Visual Knowledge by Compositional Contrastive Learning☆88Updated 3 years ago
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆49Updated last year
- LISA for ICML 2022☆49Updated 2 years ago
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆34Updated 9 months ago
- [TMLR 2022] High-Modality Multimodal Transformer☆115Updated 7 months ago
- A PyTorch implementation of Multimodal Few-Shot Learning with Frozen Language Models with OPT.☆43Updated 2 years ago
- [ICLR 23 oral] The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation☆45Updated last year
- This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.☆85Updated last year
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆31Updated last year
- Implementation for the paper "Reliable Visual Question Answering Abstain Rather Than Answer Incorrectly" (ECCV 2022: https//arxiv.org/abs…☆34Updated 2 years ago
- [ICLR 2023] Official code repository for "Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning"☆59Updated 2 years ago
- [CVPR 2022 Oral] Rethinking Minimal Sufficient Representation in Contrastive Learning☆69Updated last year
- Code for "Surgical Fine-Tuning Improves Adaptation to Distribution Shifts" published at ICLR 2023☆28Updated 2 years ago
- The Official Repository for CVPR2023 Paper "NICO++: Towards Better Benchmarking for Domain Generalization".☆40Updated last year