Tag: Optimal Transport
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Human-Centric Topic Modeling with Goal-Prompted Learning
Discover Human-Centric Topic Modeling using goal-prompted contrastive learning and optimal transport for more relevant and interpretable topics.
ROAM: Optimal Transport Routing for WSI Classification
Discover ROAM, a novel region-graph optimal transport method enhancing Mixture-of-Experts routing for accurate whole-slide image classification in patholog...
SubFLOT: Efficient Personalized Federated Learning via Optimal Transport
Discover SubFLOT, a novel framework enhancing federated learning efficiency and personalization using optimal transport and adaptive regularization techniq...
Rectified Schrödinger Bridge for Fast Visual Navigation
Discover Rectified Schrödinger Bridge Matching for efficient few-step visual navigation, boosting autonomous agent performance with minimal integration ste...
Neural Conditional Transport Maps for Optimal Transport
Discover how neural conditional transport maps enhance optimal transport by handling categorical and continuous variables for flexible modeling.