arXiv Artificial IntelligenceAn Automated Pipeline for Few-Shot Bird Call Classification: A Case Study with the Tooth-Billed Pigeon
arXiv:2504.16276v3 Announce Type: replace-cross Abstract: This paper presents a largely automated one-shot…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceCan We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI
arXiv:2411.08881v3 Announce Type: replace-cross Abstract: AI-based systems, including Large Language Models…
arXiv Artificial IntelligenceOn the Within-class Variation Issue in Alzheimer's Disease Detection
arXiv:2409.16322v4 Announce Type: replace-cross Abstract: Alzheimer's Disease (AD) detection commonly employs…
arXiv Artificial IntelligenceGraphon Particle Systems, Part II: Dynamics of Distributed Stochastic Continuum Optimization
arXiv:2407.02765v4 Announce Type: replace-cross Abstract: We study the distributed optimization problem over…
arXiv Artificial IntelligenceAI-driven Prices for Externalities and Sustainability in Production Markets
arXiv:2106.06060v4 Announce Type: replace-cross Abstract: Traditional competitive markets do not account for…
arXiv Artificial IntelligenceShare the Judge, Learn the Deferral: Where Specialization Helps LLM Evaluation
arXiv:2607.27984v2 Announce Type: replace Abstract: Agentic systems generate outputs faster than human…
arXiv Artificial IntelligenceWhen Words Are Safe But Actions Kill: Probing Physical Jailbreak Beyond Textual Jailbreak in Hidden-State Risk Space
arXiv:2607.15218v2 Announce Type: replace Abstract: Large language models (LLMs) increasingly serve as…
arXiv Artificial IntelligenceThe Illusion of Equivalency: Statistical Characterization of Quantization Effects in LLMs
arXiv:2607.08734v2 Announce Type: replace Abstract: Post-Training Quantization has become widely used to…
arXiv Artificial IntelligenceAgRefactor: Self-Evolving Agentic Workflow for HLS Compatibility and Performance
arXiv:2606.30949v2 Announce Type: replace Abstract: High-Level Synthesis (HLS) provides a fast path from…
arXiv Artificial IntelligenceWorldLines: Benchmarking and Modeling Long-Horizon Stateful Embodied Agents
arXiv:2606.18847v2 Announce Type: replace Abstract: To assist humans over extended periods in real homes…
arXiv Artificial IntelligenceSafeSteer: Localized On-Policy Distillation for Efficient Safety Alignment
arXiv:2606.02530v2 Announce Type: replace Abstract: Aligning Large Language Models (LLMs) with human values…
arXiv Artificial IntelligenceSelf-Revising Discovery Systems for Science: A Categorical Framework for Agentic Artificial Intelligence
arXiv:2606.01444v2 Announce Type: replace Abstract: Scientific discovery is not only answer generation but…
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