AI News

From Score Learning to Discretized Sampling: An End-to-End Generalization Analysis of Diffusion Models (arxiv.org)

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) (arxiv.org)

The Half-Lives of Generative-AI Evidence: A 40-Record Audit, a Claim-Currency Framework, and a Reflexive Case of Frontier-Model-Assisted Research (arxiv.org)

MolCryst-MLIPs: A Machine-Learned Interatomic Potentials Database for Molecular Crystals (arxiv.org)

Progress-conditioned Group Policy Optimization for Long-Horizon Agentic Tasks (arxiv.org)

GeoDecider: An Evidence-Grounded Agent for Geological Interpretation via Deliberative Reasoning (arxiv.org)

VLASH: Real-Time VLAs via Future-State-Aware Asynchronous Inference (arxiv.org)

Restoration Flow Matching-Based Channel Refinement and Equalization Correction for MIMO Semantic Communications (arxiv.org)

Variance-Preserving Orthogonal Selection (VPOS): Greedy Feature Selection via Orthogonal Deflation in PCA Loading Space (arxiv.org)

GFLAN: Generative Functional Layouts (arxiv.org)

Intent-Governed Tool Authorization for AI Agents (arxiv.org)

Plato-Bio: verification-first biological novelty screening with temporal rediscovery and structural benchmarks (arxiv.org)

MemTX: Transactional Belief Commit for Stateful Agent Memory (arxiv.org)

Reality Monitoring in Large Language Models: Self-Knowledge That Transforms with Conversation Memory (arxiv.org)

CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback (arxiv.org)

MS-GPT: Rethinking MS/MS De Novo Structure Elucidation as Spectrum-Induced Posterior Querying of a Molecule-Language Model (arxiv.org)

ParasGB: A Graph Benchmark Suite for Parasitic Estimation on AMS Circuits (arxiv.org)

Kinship Verification through a Forest Neural Network (arxiv.org)

DICA: Dual-Indicator Guided Contrastive Alignment in Multimodal Large Language Models (arxiv.org)

Chamaileon: Cross-Context Binder Design with Contextualized Modeling and Mixed Sampling (arxiv.org)

QFedPolyp: A Communication- and Inference-Efficient Federated Learning Framework for Polyp Segmentation (arxiv.org)

A Case Study on the Acceptance of a Humanoid Robotic Head Employed in Three Public Spaces (arxiv.org)

From Cognitive Architectures to Language Agents: A Mechanism-Level Review of Lineage, Convergence, and Migration Gaps (arxiv.org)

Quantum-Inspired Evolutionary Neighborhood Search for Arrival-Departure Track Utilization Adjustment under Short-Term Disturbances (arxiv.org)

Learning Sampling Parameters for Diffusion Models (arxiv.org)

From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement (arxiv.org)

Probabilistic Symbolic Regression for Equation Discovery via Operator-induced and Regularized Symbolic Forests (arxiv.org)

Cost-Aware Recovery-Pathway Identification and Bayesian Optimization for Autonomous Materials Discovery (arxiv.org)

DP-IVON-Gradsq: Differentially Private Squared-Gradient Improved Variational Online Newton (arxiv.org)

LEDOM: Reverse Language Model (arxiv.org)

Wrong Design Intent Is Worse Than None: A Derangement-Control Diagnosis of Header Conditioning in CAD Program Completion (arxiv.org)

LU-500: A Logo Benchmark for Concept Unlearning (arxiv.org)

Distributional Random Forests for Complex Survey Designs (arxiv.org)

Charging Phase Health Indicators for Battery State-of-Health Estimation: A Systematic Comparison of CC, CV, and Combined Approaches under Cross-Battery Validation (arxiv.org)

SPRKD: Effective Knowledge Distillation for Deep Neural Networks via Saddle Region Approximation (arxiv.org)

Optimal Reward Shaping: Autonomous Car Parking Case Study (arxiv.org)

XGRVFL-MV: Residual-Coupled Graph-Embedded Multi-View Random Vector Functional Link Network with FleXi Guardian Loss (arxiv.org)

EEGForceFusion: Joint Tokenised-Continuous Representation Learning for Subject-Independent Grasp Force Decoding (arxiv.org)

Exploration of the generative capabilities of Boltzmann machines applied to social systems under the majority rule (arxiv.org)

Retrieval-Augmented Generation of Ontologies from Relational Databases (arxiv.org)

Seesaw: Accelerating Training by Balancing Learning Rate and Batch Size Scheduling (arxiv.org)

Self-Supervised Consistency Enhanced Disentangled Learning for Neural Decoding Generalization in Brain-Machine Interface (arxiv.org)

CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases (arxiv.org)

A Simple, Optimal and Efficient Algorithm for Online Exp-Concave Optimization (arxiv.org)

Nanbeige4.2-3B: Unlocking Agentic Capabilities in a Compact Model (arxiv.org)

EmotionAI: A Privacy-Preserving Computational Intelligence Pipeline for Speech-Emotion-Grounded Conversational Analysis (arxiv.org)

Grokking on the Weight-Decay Clock: A Rate Hierarchy from Softly Broken Symmetries (arxiv.org)

EviBack: Search-Agent Reinforcement Learning via Evidence-Constrained Teacher Backoff (arxiv.org)

MarineEVT: Advancing Event-Centric Marine Video Understanding via Visual Tool Reasoning (arxiv.org)

Speed Reading Tool Powered by Artificial Intelligence for Students with ADHD, Dyslexia, and Short Attention Span (arxiv.org)