Representation-Aligned Auxiliary Supervision for Language Model Adaptation
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Masked Privileged-Information Distillation for Multimodal Skin Lesion Classification Under Missing Clinical Metadata
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LongSocialBench: Do Long-Context LLMs Understand Online Discussion Threads?
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PB-GRPO: Learning Socially Adaptive LLM Agents from Persona-Driven Simulation with Preference-Batched GRPO
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Trajectory-Derived Confidence for Reliable, Resource-Aware Clinical Text-to-SQL Agents
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COVER: Learning to Accept More in Selective Sleep Staging
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DePICT: Decision-Preserving Interface for Constrained Downstream Tasks
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Probabilistic Algorithms for Ising Machines from Optimization to Generative AI
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Verifier-Guided Synthetic Augmentation for 3D Human Shape Generation
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Learning Subject-Specific Anatomical Representations via Manifold Expansion: Application to Accelerated Multi-Contrast MRI
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Synthesizing Physics Formulae with Transformers
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Discrete Diffusion for Large Graph Generation via Structural Candidate Restriction
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