miguelsvasco / gmc
Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)
☆27Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for gmc
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆64Updated 3 weeks ago
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆61Updated last year
- Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks☆27Updated 2 years ago
- Official Pytorch implementation of "Improved Probabilistic Image-Text Representations" (ICLR 2024)☆51Updated 5 months ago
- ☆25Updated 3 years ago
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆91Updated 2 years ago
- PyTorch Implementation on Paper [CVPR2021]Distilling Audio-Visual Knowledge by Compositional Contrastive Learning☆86Updated 3 years ago
- Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning☆131Updated 2 years ago
- CVPR 2022, Robust Contrastive Learning against Noisy Views☆82Updated 2 years ago
- Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)☆72Updated 3 years ago
- A python implement for Certifiable Robust Multi-modal Training☆15Updated 3 months ago
- The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024☆35Updated 4 months ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆146Updated 11 months ago
- Temperature Schedules for self-supervised contrastive methods on long-tail data (ICLR'23)☆18Updated last year
- ☆61Updated last year
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆30Updated last year
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆28Updated 2 months ago
- This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.☆81Updated 7 months ago
- ☆38Updated last year
- Implementation for the paper "Reliable Visual Question Answering Abstain Rather Than Answer Incorrectly" (ECCV 2022: https//arxiv.org/abs…☆32Updated last year
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆19Updated last year
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆39Updated 2 weeks ago
- ☆19Updated 3 years ago
- [ICLR 23 oral] The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation