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Trustworthy Koopman Operator Learning: Invariance Diagnostics and Error Bounds
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Bridging National and International Legal Data: Two Projects Based on the Japanese Legal Standard XML Schema for Comparative Law Studies
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Learning from Limited and Incomplete Data: A Multimodal Framework for Predicting Pathological Response in NSCLC
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PrototypeNAS: Rapid Design of Deep Neural Networks for Microcontroller Units
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PAKAN: Pixel Adaptive Kolmogorov-Arnold Network Modules for Pansharpening
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Sampling-guided exploration of active feature selection policies
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MMKU-Bench: A Multimodal Update Benchmark for Diverse Visual Knowledge
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VAREX: A Benchmark for Multi-Modal Structured Extraction from Documents
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A Tutorial on ALOS2 SAR Utilization: Dataset Preparation, Self-Supervised Pretraining, and Semantic Segmentation
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Establishing Construct Validity in LLM Capability Benchmarks Requires Nomological Networks
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A Novel Camera-to-Robot Calibration Method for Vision-Based Floor Measurements
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Next-Frame Decoding for Ultra-Low-Bitrate Image Compression with Video Diffusion Priors
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Indirect Question Answering in English, German and Bavarian: A Challenging Task for High- and Low-Resource Languages Alike
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Low-light Image Enhancement with Retinex Decomposition in Latent Space
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WiT: Waypoint Diffusion Transformers via Trajectory Conflict Navigation
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Safe Flow Q-Learning: Offline Safe Reinforcement Learning with Reachability-Based Flow Policies
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Context-Aware Sensor Modeling for Asynchronous Multi-Sensor Tracking in Stone Soup
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Clinical Priors Guided Lung Disease Detection in 3D CT Scans
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Accelerating Byzantine-Robust Distributed Learning with Compressed Communication via Double Momentum and Variance Reduction
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SNCE: Geometry-Aware Supervision for Scalable Discrete Image Generation
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TextOVSR: Text-Guided Real-World Opera Video Super-Resolution
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Vision-Language Model Based Multi-Expert Fusion for CT Image Classification
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Storage and selection of multiple chaotic attractors in minimal reservoir computers
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Point-Identification of a Robust Predictor Under Latent Shift with Imperfect Proxies
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To See is Not to Master: Teaching LLMs to Use Private Libraries for Code Generation
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HindSight: Evaluating LLM-Generated Research Ideas via Future Impact
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DAIT: Distillation from Vision-Language Models to Lightweight Classifiers with Adaptive Intermediate Teacher Transfer
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Question-guided Visual Compression with Memory Feedback for Long-Term Video Understanding
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Iterative Learning Control-Informed Reinforcement Learning for Batch Process Control
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Sequential Transport for Causal Mediation Analysis
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Token Coherence: Adapting MESI Cache Protocols to Minimize Synchronization Overhead in Multi-Agent LLM Systems
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CATFormer: When Continual Learning Meets Spiking Transformers With Dynamic Thresholds
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What Matters for Scalable and Robust Learning in End-to-End Driving Planners?
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The Hrunting of AI: Where and How to Improve English Dialectal Fairness
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Joint Routing and Model Pruning for Decentralized Federated Learning in Bandwidth-Constrained Multi-Hop Wireless Networks
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The Sampling Complexity of Condorcet Winner Identification in Dueling Bandits
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PiGRAND: Physics-informed Graph Neural Diffusion for Intelligent Additive Manufacturing
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Massive Redundancy in Gradient Transport Enables Sparse Online Learning
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Joint Optimization of Storage and Loading for High-Performance 3D Point Cloud Data Processing
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Geometric framework for biological evolution
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Efficient Document Parsing via Parallel Token Prediction
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Mamba-3: Improved Sequence Modeling using State Space Principles
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HorizonMath: Measuring AI Progress Toward Mathematical Discovery with Automatic Verification
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Attention Residuals
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Deep probabilistic model synthesis enables unified modeling of whole-brain neural activity across individual subjects
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Beyond Means: Topological Causal Effects under Persistent-Homology Ignorability
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TACTIC for Navigating the Unknown: Tabular Anomaly deteCTion via In-Context inference
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Balancing Multimodal Domain Generalization via Gradient Modulation and Projection
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BluRef: Unsupervised Image Deblurring with Dense-Matching References
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Artificial intelligence-enabled single-lead ECG for non-invasive hyperkalemia detection: development, multicenter validation, and proof-of-concept deployment
