arXiv Artificial IntelligenceDiscovering physical mechanisms from experiment-simulation mismatches
arXiv:2604.26703v2 Announce Type: replace-cross Abstract: Scientific discovery often begins where observation…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceProtect the Brain When Treating the Heart: Feasibility of 2.5D U-Net for Real-Time Gaseous Microemboli Detection
arXiv:2604.22258v2 Announce Type: replace-cross Abstract: Gaseous microemboli (GME) represent a common…
arXiv Artificial IntelligenceConvergent Evolution: How Different Language Models Learn Similar Number Representations
arXiv:2604.20817v2 Announce Type: replace-cross Abstract: Language models trained on natural text learn to…
arXiv Artificial IntelligenceFairNVT: Fair Classification via Noise Injection in Vision Transformers
arXiv:2604.16780v2 Announce Type: replace-cross Abstract: This paper presents FairNVT, a lightweight…
arXiv Artificial IntelligenceSelf-Distillation as a Performance Recovery Mechanism for LLMs: Counteracting Compression and Catastrophic Forgetting
arXiv:2604.15794v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have achieved…
arXiv Artificial IntelligenceSegWithU: Uncertainty as Perturbation Energy for Single-Forward-Pass Risk-Aware Medical Image Segmentation
arXiv:2604.15271v4 Announce Type: replace-cross Abstract: Reliable uncertainty estimation is critical for…
arXiv Artificial IntelligenceAttention Flows: Tracing LLM Conceptual Engagement via Story Summaries
arXiv:2604.06416v2 Announce Type: replace-cross Abstract: Although LLM context lengths have grown, there is…
arXiv Artificial IntelligenceSupporting Calibrated Reliance in Human-AI Collaboration: Different Strategies for Different Tasks
arXiv:2604.03237v2 Announce Type: replace-cross Abstract: As AI systems increasingly support human decision…
arXiv Artificial IntelligenceParametric Knowledge in RAG-SFT for Domain-Specific Document Generation
arXiv:2603.23047v2 Announce Type: replace-cross Abstract: Retrieval-Augmented Generation (RAG) fine-tuning…
arXiv Artificial IntelligenceAdversarial Data Modeling in Epidemiology
arXiv:2602.20134v2 Announce Type: replace-cross Abstract: Epidemiological models increasingly rely on…
arXiv Artificial IntelligenceSCOPE: Selective Conformal Optimized Pairwise LLM Judging
arXiv:2602.13110v4 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly used…
arXiv Artificial IntelligenceLanguage Family Matters: Evaluating LLM-Based ASR Across Linguistic Boundaries
arXiv:2601.18899v3 Announce Type: replace-cross Abstract: Large Language Model (LLM)-powered Automatic Speech…
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