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Research
90 shownValidated Synthetic Patient Generation for Small Longitudinal Cohorts: Coagulation Dynamics Across PregnancyCan Computational Reducibility Lead to Transferable Models for Graph Combinatorial Optimization?Entropy-Centric Explainable AI for Remote Sensing Image SegmentationFARCLUSS: Fuzzy Adaptive Rebalancing and Contrastive Uncertainty Learning for Semi-Supervised Semantic SegmentationTSCoNet: A Two-Stage Copula CNN-LSTM for Uncertainty-Aware Spatio-Temporal ForecastingSpectral Embeddings of Degree-alpha Laplacians in Random Dot Product GraphsMMArt A Multi-Perspective Multimodal Dataset for Visual Art UnderstandingRiemann GeoResolver: A Non-Euclidean Attention Framework from Euclidean Resolver to Hyperbolic-Spherical GeometryAccelerated Learning of High Dimensional Functions with a Tensor-Featured Training NetworkFaster Superword TokenizationLearning Disease-Sensitive Latent Interaction Graphs From Noisy Cardiac Flow MeasurementsDEFT: Data-Efficient Frequency-domain Top-k Sampling via Inverse Discrete Fourier Transform for Spatiotemporal Dynamical Systems ModelingUnlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-trainingSpecF2M: A Spectral-Aware Multi-task Network Estimating Axial Length and Refractive Error from Pediatric Fundus PhotographsOff-Axis, On Purpose: Where a Transformer Computes Concepts and Why it Does SoMultimodal Ambivalence and Hesitancy Recognition via Cross-Attention and Gated FusionOpenDPDv2: A Unified Learning and Optimization Framework for Neural Network Digital PredistortionProjected climate memory and inherited warm-tail risk in accelerated European summer warmingExploring Semantic Stability Across Reviews in the Linux KernelShare First, Route What Remains: A Unified Framework for Token-Adaptive MoE ComputationDelays in Spiking Neural Networks: A State Space Model ApproachA Graph Neural Network--Guided Genetic Algorithm for Physical Internet Supply Chain Optimization under Cost UncertaintySelf-Correcting Long-Horizon Search Agents via Tree-Structured MemoryBeyond a Bag of Features: Set-Level Instability in Sparse AutoencodersRule of Thumb: Explaining Artificial Intelligence Systems using Partial InformationPhysics-informed Diffusion Generative Model for Time-Series Data Synthesis in Dynamic SystemsEvaluating Semantic and Spatial Guidance for Foundation Model Segmentation of Small-Scale PV in Remote Sensing ImageryEmergent Neural Network Mechanisms for Generalization to Objects in Novel OrientationsStochastic Emulation of a Fully Coupled Preindustrial E3SMv3 SimulationPERCEPT: A Corpus for POS Tagging and Analysis of Persian-English Code-MixingZeroPur: Succinct Training-Free Adversarial PurificationTEAMMix: Taxonomy Enrichment Augmentation and Minority-augmented Mixing Strategy for LLM-enhanced Weak-Supervised Hierarchical Text ClassificationComprendia: AI-Augmented Code ComprehensionSelf-Geometry: GT-Free and Plug-and-Play Test-Time Adaptation for Geometrically Consistent 3D Vision Foundation ModelsDemystifying Adversarial Robustness in Diffusion Models: Compression, Randomness, and GeometryGenerator-Guided Inverse Sampling for Levy-Driven Generative ModelsASR-Roundtrip Evaluation Can Mask Context- and Convention-Dependent Reading Errors in Chinese News TTSMoE Proxy Models for Low-Cost Failure Reproduction and Diagnosis in LLM RL Post-TrainingBeyond Detection Accuracy: Measuring Explanation Cost, Stability, and Utility for Resource-Aware IoT Intrusion DetectionAlgorithmic statistics of retinal imagesRobust and Secure Code Watermarking for Large Language Models via ML/Crypto CodesignStreamFlow: Dynamic Memory Flows for Streaming Video UnderstandingConversational versus Dashboard Explainable AI for UAV Intrusion Detection: An Empirical Study of Operator Trust and Relianceeta-VAEs as Effective Theories: Tolerance-Dependent DimensionCross-View Feature Matching: Survey, Benchmarking, and Foundation-Model PerspectivesCapturing Uncertainty in Human Motion for Representation Learning in SoccerProtecting Creative Writing Copyright against AI Imitation via Implicit WatermarkingDoseBridge: Denoising Diffusion Bridge Model for Dose Prediction in Lung Intensity-Modulated Proton TherapyEnergy and Performance Benchmarking of Deep Learning Models for Breast Cancer DetectionPatients With Personality: Realistic Patient Simulation through Controlled Diversity and Selective DisclosureLogit Lens Supervision for Patch-Level Explanations in Vision-Language ModelsThreshold Structure of Optimal Policies in Restart POMDPsLongitudinal 3D Foundation Modeling for Neoadjuvant Breast Cancer Response Prediction from Serial DCE-MRIBridging Event Streams and DiT: Event-Guided Video Frame InterpolationImmersive Micromanipulation Integrating Pipette and Injector Operations with McKibben-Based Haptic Sensations for Workload ReductionHybrid Token Compression for Vision-Language ModelsDeployment Is Not Destiny: Robot Recomposition in the Field with Unseen Software, Hardware, and Compute PayloadsInterPruner: Interactive Structured Pruning via Taylor-Implicit Criterion and Language-Prior Modulator for Multimodal Object DetectionWhisper-Aware LLM: Self-Supervised Uncertainty Learning for Robust Whispered Speech RecognitionUncertainty-Aware Deep Learning for Genomics Applications: Insights from an Empirical StudyDiffusion-Based Impedance Learning for Contact-Rich Manipulation TasksSynBoost: A Synergistic Framework for Fast Sampling of Diffusion ModelsX2-Turn: Frame-Synchronous Dual-Head Modeling for Joint Streaming ASR and Turn State PredictionTowards Sustainable Artificial Intelligence: A Comprehensive Review and Comparative Analysis of Deep Learning Models' Carbon FootprintTrAC: Trace-Conditioned Answer Consistency for Efficient Uncertainty Quantification in LLMsSkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable StructureDiscrete Coefficients and Open Invariant Covers in the Homology of Ample GroupoidsVIScore: Diagnosing Planning-Relevant Quality in Latent World ModelsFisher8: Stabilizing Neural Heteroscedastic Regression via Output-Layer Fisher GeometryBeyond Pixels: From Video Priors to 4D WorldsCausalSplat: Towards Comprehensive Hierarchical Reasoning in 3D Gaussian SplattingSTCAD: Scalable Trajectory Clustering and Anomaly Detection on Terabyte-Scale AIS DataAECNav: Active Evidence Consolidation for Efficient Zero-Shot Open-Vocabulary Object NavigationPost-Hoc Sparse Coding of Latent Communication Between Vision-Language Model AgentsDetecting Soft Skills in ML Engineering Roles CVsSparSTAR: Sparse Attention for SpaceTime AutoRegressive Video SynthesisMUSE: A Full-Text Cross-Domain Knowledge Base of Scientific Problems, Solutions, and RationalesWhere To Look? : Causal Tracing of Vision Encoders in VLMGridVAD: Open-Set Video Anomaly Detection via Spatial Reasoning over Stratified Frame GridsLongitudinal Evidence That General-Purpose Chatbots Actively Foster Relational EngagementMotion Artifact-Aware Self-Supervised Representation Learning for 3D Brain MRI Motion Artifact ReductionFrozen Brain-MRI Foundation Models Are Site FingerprintsConflict or Strategy? Asymmetric Role Framing of La France insoumise and Rassemblement National in French News Headlines, 2022-2025Compact Feed-Forward 3D Gaussians via Saliency-Guided Primitive MergingRegression and Classification with Single-Qubit Quantum Neural NetworksMulti-Granular Rationale-Guided Molecular LLM for Property PredictionWeighted Sequential Bayesian Inference for Non-Stationary Linear Contextual BanditsMultilingual Embedding Probes Fail to Generalize Across Learner CorporaDoes Explanation Correctness Matter? Linking Computational XAI Evaluation to Human UnderstandingEnhanced Filtering Algorithms for the Euclidean Traveling Salesperson Problem and its variants in Constraint Logic Programming