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Are a Thousand Words Better Than a Single Picture? Beyond Images -- A Framework for Multi-Modal Knowledge Graph Dataset Enrichment
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GAP-MLLM: Geometry-Aligned Pre-training for Activating 3D Spatial Perception in Multimodal Large Language Models
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Optimal uncertainty bounds for multivariate kernel regression under bounded noise: A Gaussian process-based dual function
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DST-Net: A Dual-Stream Transformer with Illumination-Independent Feature Guidance and Multi-Scale Spatial Convolution for Low-Light Image Enhancement
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On the Emotion Understanding of Synthesized Speech
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Implementation of tangent linear and adjoint models for neural networks based on a compiler library tool
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Unlearning for One-Step Generative Models via Unbalanced Optimal Transport
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ExpressMind: A Multimodal Pretrained Large Language Model for Expressway Operation
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AdaMem: Adaptive User-Centric Memory for Long-Horizon Dialogue Agents
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Bridging the High-Frequency Data Gap: A Millisecond-Resolution Network Dataset for Advancing Time Series Foundation Models
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From the Inside Out: Progressive Distribution Refinement for Confidence Calibration
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Rewarding DINO: Predicting Dense Rewards with Vision Foundation Models
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VIEW2SPACE: Studying Multi-View Visual Reasoning from Sparse Observations
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FEAT: A Linear-Complexity Foundation Model for Extremely Large Structured Data
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An approximate graph elicits detonation lattice
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Exploring different approaches to customize language models for domain-specific text-to-code generation
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SympFormer: Accelerated attention blocks via Inertial Dynamics on Density Manifolds
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Designing for Disagreement: Front-End Guardrails for Assistance Allocation in LLM-Enabled Robots
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Rethinking Pose Refinement in 3D Gaussian Splatting under Pose Prior and Geometric Uncertainty
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How often do Answers Change? Estimating Recency Requirements in Question Answering
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DanceHA: A Multi-Agent Framework for Document-Level Aspect-Based Sentiment Analysis
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SAMSEM -- A Generic and Scalable Approach for IC Metal Line Segmentation
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Bridging the Simulation-to-Reality Gap in Electron Microscope Calibration via VAE-EM Estimation
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CompDiff: Hierarchical Compositional Diffusion for Fair and Zero-Shot Intersectional Medical Image Generation
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EmoLLM: Appraisal-Grounded Cognitive-Emotional Co-Reasoning in Large Language Models
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BenchPreS: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory LLMs
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Segmentation-Based Attention Entropy: Detecting and Mitigating Object Hallucinations in Large Vision-Language Models
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Understanding Cell Fate Decisions with Temporal Attention
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Deep Learning-Driven Black-Box Doherty Power Amplifier with Pixelated Output Combiner and Extended Efficiency Range
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VideoMatGen: PBR Materials through Joint Generative Modeling
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Characterizing Delusional Spirals through Human-LLM Chat Logs
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Manifold-Matching Autoencoders
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Deep Tabular Representation Corrector
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Face2Scene: Using Facial Degradation as an Oracle for Diffusion-Based Scene Restoration
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Malicious Or Not: Adding Repository Context to Agent Skill Classification
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Diverging Transformer Predictions for Human Sentence Processing: A Comprehensive Analysis of Agreement Attraction Effects
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REFORGE: Multi-modal Attacks Reveal Vulnerable Concept Unlearning in Image Generation Models
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When and Why Does Unsupervised RL Succeed in Mathematical Reasoning? A Manifold Envelopment Perspective
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V-DyKnow: A Dynamic Benchmark for Time-Sensitive Knowledge in Vision Language Models
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Trajectory-Optimized Time Reparameterization for Learning-Compatible Reduced-Order Modeling of Stiff Dynamical Systems
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Runtime Governance for AI Agents: Policies on Paths
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HistoAtlas: A Pan-Cancer Morphology Atlas Linking Histomics to Molecular Programs and Clinical Outcomes
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BATQuant: Outlier-resilient MXFP4 Quantization via Learnable Block-wise Optimization
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On the Transfer of Collinearity to Computer Vision
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FSMC-Pose: Frequency and Spatial Fusion with Multiscale Self-calibration for Cattle Mounting Pose Estimation
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Data-driven generalized perimeter control: Zürich case study
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Rationale Matters: Learning Transferable Rubrics via Proxy-Guided Critique for VLM Reward Models
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Tarab: A Multi-Dialect Corpus of Arabic Lyrics and Poetry
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Omnilingual SONAR: Cross-Lingual and Cross-Modal Sentence Embeddings Bridging Massively Multilingual Text and Speech
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ACPV-Net: All-Class Polygonal Vectorization for Seamless Vector Map Generation from Aerial Imagery
