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Stochastic approximation in non-markovian environments revisited
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ReasonScaffold: A Scaffolded Reasoning-based Annotation Protocol for Human-AI Co-Annotation
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Representation-Level Adversarial Regularization for Clinically Aligned Multitask Thyroid Ultrasound Assessment
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Mixture of Chapters: Scaling Learnt Memory in Transformers
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Learning to Optimize Joint Source and RIS-assisted Channel Encoding for Multi-User Semantic Communication Systems
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Learning Progressive Adaptation for Multi-Modal Tracking
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CounterScene: Counterfactual Causal Reasoning in Generative World Models for Safety-Critical Closed-Loop Evaluation
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ResPrune: Text-Conditioned Subspace Reconstruction for Visual Token Pruning in Large Vision-Language Models
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DMMRL: Disentangled Multi-Modal Representation Learning via Variational Autoencoders for Molecular Property Prediction
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Frequency Switching Mechanism for Parameter-E!cient Multi-Task Learning
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CVT-Bench: Counterfactual Viewpoint Transformations Reveal Unstable Spatial Representations in Multimodal LLMs
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LiFR-Seg: Anytime High-Frame-Rate Segmentation via Event-Guided Propagation
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Session Risk Memory (SRM): Temporal Authorization for Deterministic Pre-Execution Safety Gates
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ReDiffuse: Rotation Equivariant Diffusion Model for Multi-focus Image Fusion
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Anatomical Prior-Driven Framework for Autonomous Robotic Cardiac Ultrasound Standard View Acquisition
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One Pool Is Not Enough: Multi-Cluster Memory for Practical Test-Time Adaptation
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MS-CustomNet: Controllable Multi-Subject Customization with Hierarchical Relational Semantics
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Incentivizing Generative Zero-Shot Learning via Outcome-Reward Reinforcement Learning with Visual Cues
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Ontology-driven personalized information retrieval for XML documents
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ORACLE: Optimizing Reasoning Abilities of Large Language Models via Constraint-Led Synthetic Data Elicitation
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Time-adaptive functional Gaussian Process regression
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NeSy-Edge: Neuro-Symbolic Trustworthy Self-Healing in the Computing Continuum
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WIST: Web-Grounded Iterative Self-Play Tree for Domain-Targeted Reasoning Improvement
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Emergent Formal Verification: How an Autonomous AI Ecosystem Independently Discovered SMT-Based Safety Across Six Domains
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TRACE: A Multi-Agent System for Autonomous Physical Reasoning for Seismology
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Learning from Label Proportions with Dual-proportion Constraints
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Can LLMs Fool Graph Learning? Exploring Universal Adversarial Attacks on Text-Attributed Graphs
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Beyond a Single Signal: SPECTREG2, A Unified MultiExpert Anomaly Detector for Unknown Unknowns
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Revisiting Tree Search for LLMs: Gumbel and Sequential Halving for Budget-Scalable Reasoning
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Many Dialects, Many Languages, One Cultural Lens: Evaluating Multilingual VLMs for Bengali Culture Understanding Across Historically Linked Languages and Regional Dialects
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Training-Free Instance-Aware 3D Scene Reconstruction and Diffusion-Based View Synthesis from Sparse Images
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Model Evolution Under Zeroth-Order Optimization: A Neural Tangent Kernel Perspective
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Pruned Adaptation Modules: A Simple yet Strong Baseline for Continual Foundation Models
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Entropy Alone is Insufficient for Safe Selective Prediction in LLMs
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Rethinking Plasticity in Deep Reinforcement Learning
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Explainable Semantic Textual Similarity via Dissimilar Span Detection
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Reward Sharpness-Aware Fine-Tuning for Diffusion Models
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GIDE: Unlocking Diffusion LLMs for Precise Training-Free Image Editing
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Prompt replay: speeding up grpo with on-policy reuse of high-signal prompts
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LLM-based Automated Architecture View Generation: Where Are We Now?
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ALMAB-DC: Active Learning, Multi-Armed Bandits, and Distributed Computing for Sequential Experimental Design and Black-Box Optimization
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Architecture for Multi-Unmanned Aerial Vehicles based Autonomous Precision Agriculture Systems
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On the Role of Batch Size in Stochastic Conditional Gradient Methods
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DSCSNet: A Dynamic Sparse Compression Sensing Network for Closely-Spaced Infrared Small Target Unmixing
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Context Selection for Hypothesis and Statistical Evidence Extraction from Full-Text Scientific Articles
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Is Monitoring Enough? Strategic Agent Selection For Stealthy Attack in Multi-Agent Discussions
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Boundary-Aware Instance Segmentation in Microscopy Imaging
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JANUS: A Lightweight Framework for Jailbreaking Text-to-Image Models via Distribution Optimization
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Pretrained Video Models as Differentiable Physics Simulators for Urban Wind Flows
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Positional Segmentor-Guided Counterfactual Fine-Tuning for Spatially Localized Image Synthesis
