AI News

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

Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability (arxiv.org)

Reflector: Arrangement-Aware Harmonic Retrieval for Sample-Based Composition (arxiv.org)

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

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

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

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

Spectral Flow Certificates for Depth-Aware Long-Range Propagation in Graph Neural Networks (arxiv.org)

Do emulated quantum circuits change what CNNs look at? Performance and explainability comparison in medical image classification (arxiv.org)

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

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

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

Complexity Bounds and Approaches to Learning Projected Gradient Descent Solver Iterates (arxiv.org)

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

Hyperball May Not Be a Free Lunch (arxiv.org)

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

LunarFM: A Shared Multimodal Representation of the Moon's Surface (arxiv.org)

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

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

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

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

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

Evolution-Aware MSA Reasoning for Subsampling via Factor Graphs (arxiv.org)

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

Efficient Recommendations via Graph Coarsening and Label Propagation (arxiv.org)

Autoregressive EHR Foundation Models with Multimodal Inputs (arxiv.org)

Class-Balanced Softmax: A Bayes Theory-Based Method for Long-Tailed Recognition (arxiv.org)

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

Optimization of time-consuming experimental conditions using pseudo-experimental data guided by adaptive polynomial regression (arxiv.org)

Latent PDE mapping for efficient physics-informed learning across geometries with limited data (arxiv.org)

Unbiased Open World Regularization for Fair Self-Supervised Learning (arxiv.org)

TriGlue: a Biology-Inspired Generative Model for Generating Molecular Glue-Induced Ternary Complex (arxiv.org)

Pretraining EHR Foundation Models with Patient-Aware Sampling (arxiv.org)

A Leakage-Free Stacked Ensemble Method for Multiclass Classification (arxiv.org)

CEL: Comprehensive Counterfactual Explanations Library and Benchmark (arxiv.org)

DCS: A Unified Conditional Sensitivity Framework for Cross-Modal Copyright Infringement Detection (arxiv.org)

AdamNX: An Adam improvement algorithm based on a novel exponential decay mechanism for the second-order moment estimate (arxiv.org)

Generalized Gaussian Temporal Difference Error for Uncertainty-aware Reinforcement Learning (arxiv.org)

Optimal generalisation and learning transition in extensive-width shallow neural networks near interpolation (arxiv.org)

The Role of Pseudo-labels in Self-training Linear Classifiers on High-dimensional Gaussian Mixture Data (arxiv.org)

The V-fold jackknife for semiparametric inference: variance estimation, confidence intervals, and simultaneous confidence bands (arxiv.org)

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

Local-Global Geometric Insights for Graph Neural Networks via Entropic Curvature (arxiv.org)

An Insight on Evaluation Metrics Under the Imbalanced Case of Anomaly Detection (arxiv.org)

Explicit Iteration Complexity of Exact Data-Driven Inverse Optimization for Integer Linear Programs (arxiv.org)

From Score Approximation to Distribution Approximation in Score-Based Diffusion Models (arxiv.org)

Scaling Laws for Classical Machine Learning on Tabular Data: A Benchmark Study (arxiv.org)

Statistical mechanics of extensive-width Bayesian neural networks near interpolation (arxiv.org)

Distributional Determinantal Point Process for Repulsive Clustering of Distributions (arxiv.org)