Concentration, Not Uncertainty: Why Targeted Synthetic Data Doesn't Help Camouflaged Object Detection
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New papers, breakthroughs and academic AI research
APE: Selective Fine-tuning with Acceptance Criteria for Language Model Adaptation
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CHisAgent: A Multi-Agent Framework for Event Taxonomy Construction in Ancient Chinese Cultural Systems
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Structured pre-generation elicitation versus single-shot prompting in AI-assisted enterprise decision-making: a randomised online experiment
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CERO: Where and When to Allocate Rollouts for RL Post-Training
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Artificial intelligence pathways from weather to climate
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Efficient 3D Gaussian Head Avatars for Edge Devices
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Online Resource Allocation with an Endogenous Markov State: Fewer LP Solves Earn More
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MARS: Malware Analysis with Rule-Based Scoring of LLM Claims
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Closed-Form Noise Calibration Against Membership Inference for Random-Allocation DP-SGD
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Activation-Informed Pareto-Guided Low-Rank Compression for Efficient LLM/VLM
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Correct Answers, Unsupported Findings: Evidence Binding in Forensic Reconstruction of LLM Agent Logs
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