nyukat / greedy_multimodal_learningLinks
Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks
☆30Updated 3 years ago
Alternatives and similar repositories for greedy_multimodal_learning
Users that are interested in greedy_multimodal_learning are comparing it to the libraries listed below
Sorting:
- Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)☆28Updated 9 months ago
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆80Updated 11 months ago
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆72Updated last year
- [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models☆97Updated last year
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆112Updated 3 years ago
- CVPR 2022, Robust Contrastive Learning against Noisy Views☆84Updated 3 years ago
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆20Updated 2 years ago
- [T-PAMI] A curated list of self-supervised multimodal learning resources.☆263Updated last year
- ☆65Updated 3 years ago
- ☆160Updated 3 months ago
- ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models☆43Updated last year
- This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"☆16Updated last year
- [NeurIPS 2022] code for the paper, SemMAE: Semantic-guided masking for learning masked autoencoders☆40Updated 2 years ago
- ☆28Updated 3 years ago
- Official Code for ICML 2023 Paper: On the Generalization of Multi-modal Contrastive Learning☆26Updated last year
- [TMLR 2022] High-Modality Multimodal Transformer☆117Updated 11 months ago
- Temperature Schedules for self-supervised contrastive methods on long-tail data (ICLR'23)☆17Updated 2 years ago
- Implementation of FuseMoE for FlexiModal Fusion, NeurIPS'24☆27Updated 6 months ago
- ☆22Updated 3 years ago
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆34Updated last year
- ☆12Updated last year
- [CVPR 2022 Oral] Rethinking Minimal Sufficient Representation in Contrastive Learning☆69Updated 2 years ago
- Official repository for "Orthogonal Projection Loss" (ICCV'21)☆125Updated 3 years ago
- Hyperbolic Busemann Learning with Ideal Prototypes, NeurIPS2021☆24Updated 3 years ago
- [ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression☆52Updated 2 years ago
- Code Example for Learning Multimodal Data Augmentation in Feature Space☆43Updated 2 years ago
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆40Updated 2 years ago
- CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations, ICCV 2021☆64Updated 3 years ago
- ☆39Updated 2 years ago
- Base Code of "LifeLonger: A Benchmark for Continual Disease Classification, MICCAI, 2022"☆22Updated 2 years ago