AI News

Phylogenetic signal in marine mammal and bird vocalizations captured by audio foundation models: the limited benefit of domain-specific pretraining (arxiv.org)

Susceptible Reservoir Architectures for Regime-Conditional Volatility Forecasting (arxiv.org)

Relaxed activation analysis of dataflow networks - A clock calculus for machine learning and real-time scheduling (arxiv.org)

On the Identifiability of Controlled World Models (arxiv.org)

An Explainable FFT-Based Spatial-Frequency Fusion Framework for Deepfake Detection (arxiv.org)

Numerical Fragility in Transformers: A Layer-wise Theory for Risk Estimation and Selective Stabilization (arxiv.org)

Integrated Order Dispatching and Routing for Last-Mile Pickup via Deep Reinforcement Learning (arxiv.org)

Interior interpretability with attention rollout: contraction and propagation profiles in Transformers (arxiv.org)

Indexing: the Beginning and the End (arxiv.org)

\k{appa}-LoRA: Condition Numbers Reveal Which LoRA Matrices Worth Updating (arxiv.org)

Self-Guided Process Reward Optimization with Redefined Step-wise Advantage for Process Reinforcement Learning (arxiv.org)

Cross-Tokenizer On-Policy Distillation via Byte-Prefix Marginalization (arxiv.org)

Beyond Binary Rooftop Mapping: A Four-Class Deep Learning Framework for Green Roof Potential Assessment from Open Swiss Geospatial Data (arxiv.org)

MissHyper: Restoring Clinical Synchronicity in Missingness-Guided Hypergraph Forecasting (arxiv.org)

IQ-JEPA: A Joint-Embedding Predictive Architecture with a Hermitian Vision Transformer for Sound Speed and Attenuation Estimation from Ultrasound IQ Data (arxiv.org)

Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection (arxiv.org)

Convergence analysis of a family of Zermelo-type iterations for the Bradley--Terry model (arxiv.org)

Variational Low-rank Tensor Decomposition for Multisubject Spatiotemporal Data Analysis (arxiv.org)

Trajectory-Regularized Stochastic Optimal Control via KL Divergence (arxiv.org)

Remedying Coarsening-Based GNN Training under Heterophily via Adaptive Complementary Enhancement (arxiv.org)

Online Pricing and Allocation with Demand Learning and Fulfillment Cost (arxiv.org)

Learning Ergodic Dynamical Systems from a Finite Trajectory (arxiv.org)

On the Convergence of Stochastic Low-Rank Adaptation (arxiv.org)

Variance-Reduced Q-Learning over Static and Time-Varying Networks (arxiv.org)

Energy Manifold Natural Gradient Descent: Riemannian Optimization for Neural PDE Solvers (arxiv.org)

Prior laundering: learned priors with inherited, undetectable overconfidence (arxiv.org)

Multi-Agent Debate and Visual Information Extraction for SeePhys Pro: A 1st-Place Technical Report from ICML 2026 AI4Math Track 3 Challenge (arxiv.org)

Teaching LLMs to Self-Evolve: Cultivating Core Meta-Skills with Reinforcement Learning (arxiv.org)

A Drift Stable Quantum Federated Learning for Intelligent Services (arxiv.org)

Prompt as a Data Type: In-Database LLM Prompt Management and Rewriting (arxiv.org)

TRACE-ROUTER: Task-Consistent and Adaptive Online Routing for Agentic AI (arxiv.org)

FBLayout: Optimizing Memory Layout for Efficient LLM Finetuning on Mobile GPUs (arxiv.org)

Farmland Extent and Visible Boundary Mapping from 1 m NAIP Imagery Using Residual U-Net and Text-Prompted SAM 3 Refinement (arxiv.org)

Unified Static-Dynamic Pruning for Efficient LLM Inference (arxiv.org)

Reconstruction of Enhanced Causal Omnidirectional Network (RECON) (arxiv.org)

IFCLoRA: Topology-Aware Rank Allocation for Parameter-Efficient Fine-Tuning (arxiv.org)

DBA-Bench: A Production-Fidelity Benchmark for LLM-Based Database Operations Agents (arxiv.org)

Dysphagia Risk Stratification in Head and Neck Cancer via Two-Stage PRO-Clinical Stacking (arxiv.org)

Industrial Tokenization for LLM-Based Health Intelligence: A Federated Architecture for Industrial Evidence Integration (arxiv.org)

Universal BCI Personalization: One API for Frozen EEG Trunks and Foundation Models (arxiv.org)

Smart predict-then-robustly-optimize (arxiv.org)

Layer-wise LoRA fine-tuning: a similarity metric approach (arxiv.org)

Quantifying Political Partisanship for Cross-Platform Analyses (arxiv.org)

Physically Constrained Federated Additive Models for O-RAN SLA-Risk Prediction (arxiv.org)

Deep Convolutional Large-Margin $\ell_p$-SVDD for Visual Anomaly Detection (arxiv.org)

Agentic Root Cause Analysis through Evidence-Grounded Reasoning (arxiv.org)

Beyond Negative-Ridge Endpoints: Mixed-Sign Spectral Regularization via Negative-Shifted Gradient Descent (arxiv.org)

HiKV: Hierarchical Importance-Aware KV Cache with Hardware Acceleration for LLM Decoding (arxiv.org)

Synthetic Speech, Real Signal: Paralinguistic Preservation and Cross-Lingual Augmentation via Voice Cloning (arxiv.org)

Longitudinal Random Forests for Sparse and Irregular Response Trajectories (arxiv.org)