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Y-shaped Generative Flows: A New Design for Data Generation

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APLOT: Enhancing Language Model Alignment Through Adaptive Reward Learning

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Shaping AI Behavior Through Information Geometry

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Unlocking Reliable ‘What If’ Scenarios in AI: A Breakthrough in Counterfactual Identification

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New Framework Ensures Provably Fair AI by Uncovering Hidden Biases

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Boosting Informativeness in AI-Generated Summaries with Focused Attention

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Enhancing Data Aggregation: Gradient Flows for Scalable Wasserstein Barycenters

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Mapping the Mind: A New Way to Compare How AI and Brains Process Information

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Efficient Imitation Learning in Low-Data Scenarios: The Noise-Guided Transport Method

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Aligning Datasets with Symmetry in Mind: Introducing Bispectral Optimal Transport

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Multi-Expert Mamba System Enhances Cancer Survival Prediction Through Multimodal Data Fusion

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Enhancing Large Language Model Fusion with Probabilistic Token Alignment

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Optimizing Masked Diffusion Models Through Energy Minimization

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JANUS: A New Framework for Undetectable Node Injection Attacks on Graph Neural Networks

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Discovering Hidden Data Connections: The Minimum Spanning Tree Approach to Multimarginal Schr ¨odinger Bridges

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StegOT: Balancing Hidden Information in Images with Optimal Transport

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APML: A New Loss Function for Accurate and Efficient 3D Point Cloud Reconstruction

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OTESGN: A Novel Approach to Pinpointing Sentiment in Text

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REMOTE: A Unified Framework for Diverse Relations in Text and Images

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Sliced Optimal Transport: A Scalable Approach to Data Distribution Analysis

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Unsupervised Anomaly Detection: Balancing Local and Global Patterns

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MOVER: A New Framework for Structured Multimodal AI Understanding

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Bridging the Speech-Text Gap in SLMs Using Optimal Transport Regularization

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FairPOT: A New Approach to Balancing Fairness and Accuracy in AI Risk Scores

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Enhancing Audio Pitch Estimation Through Optimal Transport and Self-Supervised Learning

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Bridging Domain Gaps: A New Sampling Approach for Partial Domain Adaptation

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HOTA: A New Framework for Guiding Probability Flows with Optimal Transport

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AI Learns to Read Subtle Emotions by Connecting Language and Facial Movements

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New Offline Reinforcement Learning Method Uses Optimal Transport Maps for Stable Policy Learning

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Mapping Cell Diversity: A New Soft Graph Approach for Single-Cell RNA Sequencing Analysis

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