Papers
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Robust Language Identification for Romansh Varieties
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100x Cost & Latency Reduction: Performance Analysis of AI Query Approximation using Lightweight Proxy Models
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Safety is Non-Compositional: A Formal Framework for Capability-Based AI Systems
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UMO: Unified In-Context Learning Unlocks Motion Foundation Model Priors
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An Agentic Evaluation Framework for AI-Generated Scientific Code in PETSc
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From Workflow Automation to Capability Closure: A Formal Framework for Safe and Revenue-Aware Customer Service AI
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Standardizing Medical Images at Scale for AI
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Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning
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Determinism in the Undetermined: Deterministic Output in Charge-Conserving Continuous-Time Neuromorphic Systems with Temporal Stochasticity
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Something from Nothing: Data Augmentation for Robust Severity Level Estimation of Dysarthric Speech
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W2T: LoRA Weights Already Know What They Can Do
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The Midas Touch in Gaze vs. Hand Pointing: Modality-Specific Failure Modes and Implications for XR Interfaces
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Selective Memory for Artificial Intelligence: Write-Time Gating with Hierarchical Archiving
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Visual Set Program Synthesizer
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NLP Occupational Emergence Analysis: How Occupations Form and Evolve in Real Time -- A Zero-Assumption Method Demonstrated on AI in the US Technology Workforce, 2022-2026
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Mostly Text, Smart Visuals: Asymmetric Text-Visual Pruning for Large Vision-Language Models
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RadAnnotate: Large Language Models for Efficient and Reliable Radiology Report Annotation
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Evaluating Agentic Optimization on Large Codebases
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The Importance of Being Smoothly Calibrated
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FlatLands: Generative Floormap Completion From a Single Egocentric View
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Understanding Moral Reasoning Trajectories in Large Language Models: Toward Probing-Based Explainability
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IRAM-Omega-Q: A Computational Architecture for Uncertainty Regulation in Artificial Agents
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\texttt{BayesBreak}: Generalized Hierarchical Bayesian Segmentation with Irregular Designs, Multi-Sample Hierarchies, and Grouped/Latent-Group Designs
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E2EGS: Event-to-Edge Gaussian Splatting for Pose-Free 3D Reconstruction
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MVHOI: Bridge Multi-view Condition to Complex Human-Object Interaction Video Reenactment via 3D Foundation Model
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AgentTrace: Causal Graph Tracing for Root Cause Analysis in Deployed Multi-Agent Systems
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Applications of Intuitionistic Temporal Logic to Temporal Answer Set Programming
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Robust Building Damage Detection in Cross-Disaster Settings Using Domain Adaptation
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Scaling Autoregressive Models for Lattice Thermodynamics
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Design Space of Self--Consistent Electrostatic Machine Learning Interatomic Potentials
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AURORA-KITTI: Any-Weather Depth Completion and Denoising in the Wild
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Fractal Autoregressive Depth Estimation with Continuous Token Diffusion
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Beyond Local Code Optimization: Multi-Agent Reasoning for Software System Optimization
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Chain-of-Trajectories: Unlocking the Intrinsic Generative Optimality of Diffusion Models via Graph-Theoretic Planning
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AdapterTune: Zero-Initialized Low-Rank Adapters for Frozen Vision Transformers
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Transition Flow Matching
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Visual Confused Deputy: Exploiting and Defending Perception Failures in Computer-Using Agents
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Cross-RAG: Zero-Shot Retrieval-Augmented Time Series Forecasting via Cross-Attention
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Towards Next-Generation LLM Training: From the Data-Centric Perspective
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Training-Free Generation of Protein Sequences from Small Family Alignments via Stochastic Attention
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Multimodal Deep Learning for Early Prediction of Patient Deterioration in the ICU: Integrating Time-Series EHR Data with Clinical Notes
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Beyond Creed: A Non-Identity Safety Condition A Strong Empirical Alternative to Identity Framing in Low-Data LoRA Fine-Tuning
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GameUIAgent: An LLM-Powered Framework for Automated Game UI Design with Structured Intermediate Representation
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Enhancing Hands in 3D Whole-Body Pose Estimation with Conditional Hands Modulator
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Automated Diabetic Screening via Anterior Segment Ocular Imaging: A Deep Learning and Explainable AI Approach
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DeFRiS: Silo-Cooperative IoT Applications Scheduling via Decentralized Federated Reinforcement Learning
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GNNVerifier: Graph-based Verifier for LLM Task Planning
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Loosely-Structured Software: Engineering Context, Structure, and Evolution Entropy in Runtime-Rewired Multi-Agent Systems
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Criterion-referenceability determines LLM-as-a-judge validity across physics assessment formats
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A Skill-augmented Agentic Framework and Benchmark for Multi-Video Understanding
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