Working Around the Compute Ceiling: Byte-Exact Memory in Galahad Makes LLM Reading a One-Time Cost LLM Reading a One-Time Cost
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Belief-Based Maximum Occupancy Principle and Active Inference
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Who Said What, and Will It Be Remembered? Evaluating Persistent Speaker Attribution Across Meetings
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WSPolypNet: Weakly Supervised Polyp Localization in Colonoscopy Videos
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From Imitation to Reward Discovery: On-Policy Warmup for Agentic RL
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Raw-Routed Mixture of Adapters: A Causal Intervention for Routing Collapse in Time Series Foundation Models
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CAMOS: Coupled Oscillatory State-Space Model for Multimodal Clinical Time-Series
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Speculative Safety Honeypot: Toward Proactive Defense Against Multi-turn Agent Attacks
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MedRECT: A Bilingual Medical Reasoning Benchmark for Error Correction in Clinical Texts
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Mutual Equilibrium: Multimodal Representation Learning through Reciprocal Feedback
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ActionGuard: Tool Call Authorization under Poisoned Skills
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Fast Generalized Neural Tangent Kernel Statistics via Trace Estimation
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