Ranking Prior Alignment for Credit Risk Modeling: When Do External Priors Matter?
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EgoPhys: Estimating Peak Contact Force and Mechanical Work from Egocentric Manipulation Video
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CARE: A Lightweight Plug-in Gated Correction and Uncertainty-aware Module for Long-term Time Series Forecasting
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Rethinking Contrastive Loss in CLIP Post-training: A Complementary Framework with Frozen Text Encoder
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Same Outcome, Different Evidence: Intent Recovery in LLM Safety Evaluation
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ActiveMedAgent: Cost-Aware Trajectory Learning for Multimodal Medical Diagnosis
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When Should Agents Think? Adaptive Reasoning via Cross-Turn Estimation
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Is Memorization Context-Sensitive? Prefix-Based Extraction Beyond Isolated Prefixes
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Event-Centric Memory with Query-Aware Graph Augmentation for Long-Term Conversational Agents
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Do LLMs Learn from Rewards in Context? : Rethinking the role of reward in In-Context Reinforcement Learning
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Adaptive Adversarial Augmentation for Controllable Face Synthesis
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RideBench: A Large-Scale Exogenous-Aware Benchmark for Ride-Hailing Time Series Forecasting
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