Geometric Attention: A Regime-Explicit Operator Semantics for Transformer Attention
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Learning About Learning: A Path from Spin Glasses to Artificial Intelligence
Pushing the Frontier of Full-Song Generation: Hierarchical Autoregressive Planning Meets …
The Ethics of Autonomous AI Agents for Offensive Security
Self-supervision drives representational convergence in medical foundation models more th…
ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking
Matching Ranks Over Probability Yields Truly Deep Safety Alignment
Courteous Anticipation: Improving Long-Lived Task Planning in Persistent Shared Environme…
Don't Trust the Label: License Laundering in AI Supply Chains
Toward Reliable RGB-D Semantic Segmentation: Handling Missing Modalities via Condition Dr…
Understanding Generative AI-mediated User Engagement with Academic Library Resources
DocShield: Towards AI Document Safety via Evidence-Grounded Agentic Reasoning
TRUST-ESD: A Risk-Calibrated and Governance-Aware AI Framework for Enterprise Strategic D…
CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Langu…
PoTRE: Test-Time Reasoning inspired by Cognitive Heterogeneity
SoftReason: A Fully Differentiable Neuro-Soft-Symbolic Deductive Reasoning Architecture o…
Stateful Guardrails for Multi-Turn LLM Systems: A Conversational Risk Accumulation Framew…
Challenges of Explainability in Continual Learning for Time Series Forecasting
LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning
Decodable but Not Detectable: A Leakage Fingerprint for Near-OOD Benchmarks
From Trajectories to Prefixes: Reusing Teacher Trajectories via Replayed Prefixes and Onl…
Auditing Retrieval-Augmented LLM Hypotheses for Longitudinal Cell Painting Morphology
Opto-ViT-v2: Noise-Resilient On-Chip Fine-Tuning for Photonic Near-Sensor Vision Transfor…
Making Single-Cell Data Distillation Auditable: Traceable Real-Cell Coresets via Discrete…
Building Trust in Autonomous Commerce: A Verifiable Global Event Timeline and AI-Ready Fr…
Self-Preference Bias in Rubric-Based Evaluation of Large Language Models
An Auditable Policy-Simulation Framework for Student Dropout in Intervention-Free Data
SynSur: An end-to-end generative pipeline for synthetic industrial surface defect generat…
Rewriting the Response Path: Silent Tampering and Provider-Signed Defense in BYOK LLM Age…
BaseRT: Advancing Best-in-Class LLM Inference with Apple M5 Neural Accelerators