Multi-Dataset Diagnostic Utility of Clinical Visual Concepts in AI Systems for Dermatology
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New papers, breakthroughs and academic AI research
Agreement Is Not Validity: Cross-Model LLM Consensus in Diagnosing Student Failure Modes in K-12 Math Tutoring Dialogue
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EmbodiedSmith: Scaling Embodied Data through Recursive Self-Improvement Flywheel in Simulation
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Two Halves are More than One: Phase-wise Velocity Distillation for Fast and High-Quality Image Generation
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Beyond Training from Scratch: Foundation Models for Data-Efficient and Generalizable Cardiac MRI Reconstruction
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Evidence-Bound Reasoning: Neuro-Semantic Verification of Biomedical AI in Glioblastoma Radiogenomics
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M3SunAgent: Monocular 3D Spatial Understanding Agent for Metric Depth Estimation and 3D Visual Grounding
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Supermarket Product Detection and Recognition: Utilizing Deep Learning with Rectified Imagery
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What pass@k Cannot Measure: Evaluating Diversity and Capability Retention after Post-Training
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Holdout Best-of-N: Unbiased Evaluation and Its Cost
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Decide Before You Look: Learning Which Retrieved Memories Deserve Pixels
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Same-Number Citation Swaps: Stress-Testing Jev as a Financial Evidence Judge
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