Certification-Based Differentially Private Learning
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New papers, breakthroughs and academic AI research
When a Kindergartener Solves Calculus: Measuring Capability Leakage in Role-Prompted Reasoning Models
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Understanding Parents' Complex Views of AI for Children's Pretend Play
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Context-Aware Classification and Grading of Sensitive Information in Online Conversational Health Data
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Beyond LoRA vs. Full Fine-Tuning: Gradient-Guided Optimizer Routing for LLM Adaptation
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Diagnosing Temporal Misalignment in Multichannel Time-Series Classification with Minimum Description Length
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Hyperbolic Prototype Routing for Rehearsal-Free Class-Incremental Learning
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MIND: Marginal-Invariant Neural Dependency Diffusion for Mixed-Type Tabular Generation
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MemLife: Curating and Reasoning over Long-Term Egocentric Video Memories
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OPSRD: On-Policy Self-Role Distillation
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TRACE: Trajectory Selection for Parallel Scaling of Search Agents
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Recognition of Urbanized Areas in UAV-Derived Very-High-Resolution Visible-Light Imagery
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