Domain generalization and synthetic data in object detection: the enabler, the probe, and the gap
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New papers, breakthroughs and academic AI research
Reachability Is Not Generalization: Understanding Verb--Noun Decomposition in Assembly Action Recognition
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FourierQK: Filter Shape, Admissibility and the Leakage-Coverage Law
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DSSR-3D: Decoupled Reasoning for View-Dependent Referring in 3D Gaussians
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Fast Polynomial Transcendentals for LLMs
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Reverse Item Response Theory for Sparsity-Robust Ranking in Fragmented Cancer Drug-Response Matrices
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Format-Aware Fusion for Fast FP4 Pretraining
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How Far is Adam from Natural Gradient Descent?
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"very likely" Means "uncertain"? How LLMs Diverge from Humans in Linguistic Uncertainty Quantification
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One Mastery Threshold Does Not Fit All Knowledge Tracing Models
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Rules to Tools: Executable Checks for LLM Agents in Scientific Computing
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CAVE-Mem: Boundary-Aware Experience Validation for Memory Search
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