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Ceci n’est pas une pipe: AI systems as semantic abstractions
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Decoupling Language Guidance from Backbones for Text-Guided Medical Segmentation
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Foveation-Guided Dynamic Token Selection for Robust and Efficient Vision Transformers
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SIGLIP-HD by Fine-to-Coarse Supervision
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Triggering Stealthy Feature Map Backdoors via Physical Fault Injection in Embedded Neural Networks
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Neural Collapse Is Forbidden: Information Floors in Language Models
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Streaming with Catalytic Memory
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ProofCouncil: An LLM Agent for Solving Open Mathematical Problems
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A combinatorial framework for clustering graph states: Algorithms and hardness for rank-integrity
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Active rejection enables reliable generalization of universal machine-learning interatomic potentials
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Robustifying Vision-Language Models via Test-Time Prompt Adaptation
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Topology Preserving Mesh Adaptation for Sharp Interface Multiphase PFEM
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Parameter-Efficient Vision Language Adaptation with Continuous Metadata Conditioning for Animal Re-Identification
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How Does Bayesian Causal Discovery Fail Characterising Structural Consequences in Linear Gaussian Networks under Latent Confounding
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