The Birkhoff Geometry of Manifold-Constrained Hyper-Connections: Two Channels, Vertex Viscosity, and Sinkhorn as a Retraction
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Considering Context: When World Models Need Context Encoders
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Deconstructing Off-Policy Ratios: Entropy-Normalized Trust Regions for Asynchronous Reinforcement Learning
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Beyond the Model: The Critical Role of Data Filtering in Clinical Machine Learning
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How Perturbations Propagate: A Multi-Level Analysis of Robustness in Large Language Models
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Difference-in-Differences on a Censored Rating Scale Can Manufacture an Effect: Evidence from a Pre-Registered LLM-Judge Audit
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The Hallucination Signal Is a Mean Shift: Why Simple Probes Suffice
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RAC: Rectified Flow Auto Coder
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MambaVF: State Space Model for Efficient Video Fusion
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MedAD-R1: Consistency-Reinforced Policy Optimization for Interpretable Medical Anomaly Detection
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SPACE-CLIP: Spatial Perception via Adaptive CLIP Embeddings for Monocular Depth Estimation
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OccStress: Stress-Testing the 4D Occupancy Forecasting Chain
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