AI News

Transformer fault diagnosis using an efficient simulation-driven variational quantum classifier with domain-aware feature encoding (arxiv.org)

Is It Still Worth Training a Classical Model in the Era of LLMs? A Crossover Benchmark on Tabular Data (arxiv.org)

AgentPProf: Semantic Profiler for Long Horizon AI Agents (arxiv.org)

Diagnose, Recover, Certify: Task Readiness under Hidden Dynamics Changes (arxiv.org)

NeuSOGA3D: A Neuro-Symbolic Framework for Explainable 3D Geometric Reconstruction (arxiv.org)

Graph-Based Stochastic Power-UCT: Monte-Carlo Graph Search with Power Mean Estimation (arxiv.org)

Structured Four-Stage Legal Translation: From Natural-Language Traffic Rules to PROLOG (arxiv.org)

A Qualitative Model for Reasoning about Path and Support (arxiv.org)

Generating Heterogeneous 3D Geological Microstructures from 2D Images via a Stable Diffusion-Adversarial Model (arxiv.org)

The Organization of Inference: Information, Resource Constraints, and AI Production (arxiv.org)

SkillAA: Attribution-Guided Skill-Graph Updating with Targeted Validation and Rollback (arxiv.org)

CellRFT: Reinforcement Fine-Tuning for Single-Cell Perturbation Modeling (arxiv.org)

Evaluating Explanation Methods by the Predictors They Induce (arxiv.org)

SETTer: Sparse-Encoder Transformer for Long-term Multivariate Time Series Forecasting (arxiv.org)

CARE-VI: Conservative Adaptive Reliability Estimation for Value Improvement in Off-Policy Actor-Critic Learning (arxiv.org)

QoS-Aware Federated Learning for Multimodal In-Cabin Interaction in Smart Vehicles (arxiv.org)

How Do Agent Harnesses Create Value? Planning Information and Release Control in Stateful LLM Agents (arxiv.org)

SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness (arxiv.org)

Designing Against Deskilling: Metacognitive Feedback Reduces Cognitive Offloading to LLM Assistants (arxiv.org)

Bridging Modalities on the Cortex: Surface-based MRI to PET Translation with a Diffusion Bridge (arxiv.org)

QUALS: Corpus Equilibrium for Universal Forecasting via Pattern Quantization and Learnability Synchronization (arxiv.org)

FreqCondNorm: Towards Cross-domain Predictive Maintenance through a Frequency-Conditioned Transformer Foundation Model (arxiv.org)

Refuse, Decompose, Refresh: A Claim-Safe Protocol for Closed-Loop AI Evaluation (arxiv.org)

Fast-varying Natural Frequencies and Damping Ratio Identification for Linear Time-Varying System (arxiv.org)

A Noise Optimum in Rehearsal-Free Continual Learning: Isolation, Mechanism, and Scope (arxiv.org)

Small Enough to Know Everything: The Fully-Enumerable Transformer as an Instrument for the Science of Delayed Generalization (arxiv.org)

Support Thresholds, Not Algorithms, Limit Rare-Association Recovery in Co-Purchase Networks (arxiv.org)

Robust Federated Q-Learning with Almost No Communication (arxiv.org)

SoftTri: Smooth Triangular Membership Functions for Adaptive Fuzzy Inference Systems (arxiv.org)

Limits of Confidence in Diffusion (arxiv.org)

PAA: The Probabilistic Allen Algebra: A Generative and Complete Probabilistic Extension of Allen's Interval Relations (arxiv.org)

Ownership in AI-Assisted Everyday Tasks (arxiv.org)

Deep Noir: Autonomous Steering Discovery via Architectural Chronometry in Transformer Models (arxiv.org)

RAFT: A Stateful Retrieval-Augmented Framework for Troubleshooting Agents (arxiv.org)

An Empirical Study of Harness Design for Coding Agents (arxiv.org)

Optimal Transport Metric Learning for Feature Alignment in Partially Supervised Segmentation (arxiv.org)

Code-as-Auditor: Executable Compliance Reasoning via Regulation-to-Code (arxiv.org)

CoRELoop: Parameter-Efficient Controlled Recurrent Refinement for Audio Deepfake Detection (arxiv.org)

Evaluating Financial Sentiment in the Age of AI (arxiv.org)

Towards a Unified Modality-Agnostic Multimodal Framework for Cognitive Workload Assessment (arxiv.org)

Subdomain-aware representation compression for pretrained image embeddings (arxiv.org)

Explaining spatial information flow in short-term traffic forecasting models using a gated graph attention network (arxiv.org)

Fast Cross-Strength Multi-Contrast Brain MRI Translation using Latent Bridge Matching (arxiv.org)

REACT: A Fully Spiking State-Space Model for Real-Time Event-Driven Temporal Perception (arxiv.org)

MeshKV: A Network-on-Chip KV Cache Fabric for Scalable Transformer Decoding Accelerators (arxiv.org)

Perceptual Refinement of an End-to-End Video Streaming Pipeline via Generative AI Layers (arxiv.org)

PAPC: Platform Mediation for Privacy-Propagation Externalities in AI-Mediated Workflows (arxiv.org)

The AR Fairness Metamodel: A Structured Framework for Fairness Measures (arxiv.org)

YNU-HPCC at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Using Multiple Prediction Headers (arxiv.org)

Advantage Scale Calibration Imbalance in Group-Relative Optimization under Low-Variance Rewards: Diagnosis and Bounded Recovery (arxiv.org)