AI News

SpenseGPT: Practical One-shot Pruning Enabling Sparse and Dense GEMMs for LLM Inference (arxiv.org)

Parallel Causal Associative Fields: Gated Sparse Memory for Long-Context Language Modeling (arxiv.org)

SHAPO: Sharpness-Aware Policy Optimization for Safe Exploration (arxiv.org)

Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing (arxiv.org)

Fast Exact Nearest-Neighbor Learning for High-Frequency Financial Time Series (arxiv.org)

A Source Domain is All You Need: Source-Only Cross-OS Transfer Learning for APT Anomaly Detection via Semantic Alignment and Optimal Transport (arxiv.org)

Automated Pronunciation Evaluation for Korean Toddler Speech using Speech Diarization and Self-Supervised Learning (arxiv.org)

KG-SoftMAP: Soft Knowledge-Graph Priors for Bayesian Network Structure Learning from Sparse Discrete Data (arxiv.org)

Beyond Explaining Predictions: Logic-Based Explanations for Confidence in Machine Learning Models (arxiv.org)

Privacy-Preserving Credit Risk Prediction with Alternative Data (arxiv.org)

Rank Collapse, Fixed Points, and the Renormalization Group Structure of MLP Residual Networks (arxiv.org)

Dropout-GRPO: Variational Stochasticity for Continuous Latent Reasoning (arxiv.org)

Making Time Editable in Video Diffusion Transformers (arxiv.org)

Flow Control: Steering Vision-Language-Action Models with Simple Real-Time Inputs (arxiv.org)

Local Is Not a Sufficient Privacy Boundary: Governing OS-Integrated On-Device AI (arxiv.org)

Gaming AI-Assisted Peer Reviews Poses New Risks to the Scientific Community (arxiv.org)

Ambiguous Strategic Classification (arxiv.org)

Compositional Generative Modeling from Decentralized Data (arxiv.org)

Discovering Interpretable Multi-Parameter Control Policies for Evolutionary Algorithms Using Deep Reinforcement Learning (arxiv.org)

MetaPlate: Counterfactual-Guided RAG-LLM Tool for Personalized Food Recommendation and Hyperglycemia Prevention (arxiv.org)

Structured Adaptive Tensor Prediction for Streaming Data (arxiv.org)

Conformal Prediction for Neural Operators: Distribution-Free Uncertainty Quantification in Physics Simulation (arxiv.org)

Co-GLANCE: Uncertainty-Aware Active Perception for Heterogeneous Robot Teaming (arxiv.org)

SPDM: Geometry-Modulated State Space Modeling with Manifold Constraints for Time Series Forecasting (arxiv.org)

Magnetic HIP-NN for spin dynamics in disordered itinerant magnets (arxiv.org)

Multimodal Brain Tumour Classification Using Feature Fusion (arxiv.org)

Do Transformers Actually Help Intrusion Detection? A Temporal Sequence Evaluation on CIC-IDS2017 (arxiv.org)

POPSICLE: Benchmark Datasets for Segmentation and Localization in CryoET (arxiv.org)

ANCHOR: Autoregressive Non-intrusive Chunk-Ordered Refinement for Joint Multi-Resolution Speech Quality Modeling (arxiv.org)

What Demonstration Curation Metrics Do to Your Policy (arxiv.org)

Efficient AI-Inspired Reduction of Feynman Integrals via Tube Seeding (arxiv.org)

Do LLMsMakeNeural Distinguishers Wise? (arxiv.org)

An adaptive framework for the axisymmetric pulsar magnetosphere using physics-informed Kolmogorov-Arnold networks (arxiv.org)

ClusBench: The Clustering Benchmark Data Resource You've All Been Waiting For (?) (arxiv.org)

Profy: Interpretable Visualization of Expertise-Dependent Motor Skills Toward Supporting Piano Practice (arxiv.org)

A Bayesian Network Approach for Enhancing Security-Focused Decision Support Systems (arxiv.org)

The Role of Feedback Alignment in Self-Distillation (arxiv.org)

ReasonAlloc: Hierarchical Decoding-Time KV Cache Budget Allocation for Reasoning Models (arxiv.org)

ABC-Bench: An Agentic Bio-Capabilities Benchmark for Biosecurity (arxiv.org)

Monte Carlo Pass Search: Using Trajectory Generation for 3D Counterfactual Pass Evaluation in Football (arxiv.org)

Generating Concept Lexicalizations via Dictionary-Based Cross-Lingual Sense Projection (arxiv.org)

Dexterous Point Policy: Learning Point-based Dexterous Hand Policies from Human Demonstrations (arxiv.org)

Dmsh: A Multi-Agent Reinforcement Learning Framework for All-Quad Mesh Generation (arxiv.org)

Toward Proactive RF Charging Scheduling: Generative AI for Decision Support (arxiv.org)

Accelerating SAV-based optimization via randomized low-rank Hessian approximation (arxiv.org)

Few-step Generative Models as Lossy Compression (arxiv.org)

ASTRA-sim 3.0: Next-Level Distributed Machine Learning Simulations via High-Fidelity GPU and Infrastructure Modeling (arxiv.org)

PADD: Path-Aligned Decompression Distillation for Non-Router Teacher to Guide MoE Student Learning (arxiv.org)

DMT: Demographic Conditioning, Morphology-Enhanced Transformer for Cuffless Blood Pressure Estimation from PPG Signals (arxiv.org)

The Order Matters: Sequential Fine-Tuning of LLaMA for Coherent Automated Essay Scoring (arxiv.org)