The Anatomy of Silent Data Corruption: GPU Error Pattern Study and Modeling Guidance

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Beyond Pairs: Your Language Model is Secretly Optimizing a Preference Graph

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STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation

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Where's the Plan? Locating Latent Planning in Language Models with Lightweight Mechanistic Interventions

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HEART: Hyperspherical Embedding Alignment via Kent-Representation Traversal in Diffusion Models

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Graph Representation Learning Augmented Model Manipulation on Federated Fine-Tuning of LLMs

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How to Train Your Latent Diffusion Language Model Jointly With the Latent Space

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Lakestream: A Consistent and Brokerless Data Plane for Large Foundation Model Training

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Training-Free Cultural Alignment of Large Language Models via Persona Disagreement

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Score-Based Generative Modeling through Anisotropic Stochastic Partial Differential Equations

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The two clocks and the innovation window: When and how generative models learn rules

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Model Interpretability with XAI for Sarcastic Behavior Detection in Low-Resource Roman Urdu Language using Machine Learning and Ensembled Approaches

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Hybrid Model for Real-Time Mobile Snatching Detection in Video Surveillance Using Time-Distributed CNN and Attention-Based LSTM

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Estimation of Brachial-Ankle Pulse Wave Velocity With Hierarchical Regression Model From Wrist Photoplethysmography and Electrocardiographic Signals: Method Design

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Spatial analysis of COVID-19 and the Russia–Ukraine war impacts on natural gas flows using statistical and machine learning models

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Mathematical modeling of the thermal stress state of a ball with an eccentric heat-active spherical inclusion

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Vision-Language Model-Driven Human-Vehicle Interaction for Autonomous Driving: Status, Challenge, and Innovation

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A Deep Survival Model for Predicting Alzheimer's Diagnosis Based on Multi-Modal Longitudinal Data

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Knit: Toward Alleviating Large Language Model Fact Knowledge Hallucinations in Knowledge Graph Completion

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FAIR Enough: Develop and Assess a FAIR-Compliant Dataset for Large Language Model Training?

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