A Glance Is All You Need: Single-Pass Fine-Grained Image Captioning with SimLoss
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Conformal Factuality Control for Multi-Hop Retrieval-Augmented Generation
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Generative AI Purpose-built for Social and Mental Health: A Real-World Pilot
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Functional Subspace, where language models can use vector algebra to solve problems
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A Dynamical Theory of LoRA in Continual Learning
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Inference-Layer Security: Defending Against Adversarial Inference and Infrastructure Abuse
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EDGC: Entropy-driven Dynamic Gradient Compression for Efficient LLM Training
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DyRAD: Radar Novel View Synthesis for Dynamic Driving Scenes
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Reasoning with Sampling: Cutting at Decision Points
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CoVisco: Codec-Native Vision Encoder with Native Token Compression for Unified Image-Video Understanding
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Revisiting the Capacity Gap in Chain-of-Thought Distillation from a Practical Perspective
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PowerStep: Memory-Efficient Adaptive Optimization via $\ell_p$-Norm Steepest Descent
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