Provide.ai https://validator.w3.org/feed/docs/rss2.html The Skill That Will Quietly 10x Data Engineers in the AI Era! Machine Learning-Augmented Acceleration of Iterative Ptychographic Reconstruction Training Non-Differentiable Networks via Optimal Transport Molecular Representations for Large Language Models Knowing When to Quit: A Principled Framework for Dynamic Abstention in LLM Reasoning A Multimodal Dataset for Visually Grounded Ambiguity in Machine Translation GeoSAE: Geometric Prior-Guided Layer-Wise Sparse Autoencoder Annotation of Brain MRI Foundation Models Do We Really Need Immediate Resets? Rethinking Collision Handling for Efficient Robot Navigation From Static Constraints to Dynamic Adaptation: Sample-Level Constraint Release for Offline-to-Online Reinforcement Learning KANs need curvature: penalties for compositional smoothness Extreme Weather Bench: A framework and benchmark for evaluation of high-impact weather What Single-Prompt Accuracy Misses: A Multi-Variant Reliability Audit of Language Models Observability Conditions and Filter Design for Visual Pose Estimation via Dual Quaternions Selector-Guided Autonomous Curriculum for One-Shot Reinforcement Learning from Verifiable Rewards A Continuous-Time Ensemble Kalman-Bucy Smoother for Causal Inference and Model Discovery ViM-Q: Scalable Algorithm-Hardware Co-Design for Vision Mamba Model Inference on FPGA Moira: Language-driven Hierarchical Reinforcement Learning for Pair Trading Change-Robust Online Spatial-Semantic Topological Mapping High entropy leads to symmetry equivariant policies in Dec-POMDPs Mean Testing under Truncation beyond Gaussian Forager: a lightweight testbed for continual learning with partial observability in RL Methods, Data, and Conceptual Change: Reflections from Two Quantitative Diachronic Case Studies Robotic Affection — Opportunities of AI-based haptic interactions to improve social robotic touch through a multi-deep-learning approach Learning Koopman operators for coupled systems via information on governing equations of subsystems Stochastic Modeling of Human-Machine Authentication Channels under Partial Information Leakage Exact Higher-Order Derivatives for SE(3) via Analytical/AD Methods Disentangling Fact from Sentiment: A Dynamic Conflict-Consensus Framework for Multimodal Fake News Detection Pair2Score: Pairwise-to-Absolute Transfer for LLM-Based Essay Scoring Spectral Graph Sparsification Preserves Representation Geometry in Graph Neural Networks TagRAG: Tag-guided Hierarchical Knowledge Graph Retrieval-Augmented Generation Seeing Realism from Simulation: Efficient Video Transfer for Vision-Language-Action Data Augmentation QHyer: Q-conditioned Hybrid Attention-mamba Transformer for Offline Goal-conditioned RL Bucketing the Good Apples: A Method for Diagnosing and Improving Causal Abstraction The Causal Description Gap: Information-Theoretic Separations Across Pearl’s Hierarchy jina-vlm: Small Multilingual Vision Language Model SAGA: A Robust Self-Attention and Goal-Aware Anchor-based Planner for Safe UAV Autonomous Navigation Provably Learning Attention with Queries Enhanced LLM Reasoning by Optimizing Reward Functions with Search-Driven Reinforcement Learning Metric-Normalized Posterior Leakage (mPL): Attacker-Aligned Privacy for Joint Consumption Toward Culturally Grounded Natural Language Processing Edge Case Detection in Automated Driving: Methods, Challenges and Future Directions Robust Conditional Conformal Prediction via Branched Normalizing Flow Zero-Shot Confidence Estimation for Small LLMs: When Supervised Baselines Aren’t Worth Training Measuring Differences between Conditional Distributions using Kernel Embeddings Multiple Choice Questions: Reasoning Makes Large Language Models (LLMs) More Self-Confident, Especially When They are Wrong Natural Gradient Bayesian Filtering: Geometry-Aware Filter for Dynamical Systems The Geometric Mechanics of Contrastive Representation Learning: Alignment Potentials, Entropic Dispersion, and Cross-modal Divergence EditPropBench: Measuring Factual Edit Propagation in Scientific Manuscripts Multi-Perspective Transformers in ARC-AGI-2 Challenge Fin-PRM: A Domain-Specialized Process Reward Model for Financial Reasoning in Large Language Models