AI News

Retraction-Based Gradient Projection Algorithms on Manifolds (arxiv.org)

Tight Stochastic Condition-Number Dependence in Nonconvex-Strongly-Concave Minimax Optimization (arxiv.org)

AC Power Flow Contingency Analysis Using a Single Deep Neural Network (arxiv.org)

The KV Cache Is the New Memory Wall (arxiv.org)

Deep-Learning Solvers and Surrogates for Infinity and p-Laplace Problems (arxiv.org)

Query-Conditioned Prototype Adaptation for Cross-Domain Few-Shot Learning: Single-Query Inference, Controlled Comparisons, and Failure Modes (arxiv.org)

Skill Profiling with Attributable Reasoning (SPAR): A Wearable Analysis System for Boxing (arxiv.org)

Beyond Mean Attention: Diversity-Aware, Layer-Wise Scoring for KV Cache Eviction (arxiv.org)

Input-Layer Starvation: Why Per-Layer Pruning Breaks IoT Intrusion Detectors (arxiv.org)

On the Limits of Univariate Deep Learning for Significant Wave Height Forecasting (arxiv.org)

StarWM: Self-Supervised Trained Attention Routing for Robust World Models (arxiv.org)

DiffusionShadow: Diffusion-based Shadow Caching for Neural Volume Rendering (arxiv.org)

FRESHLATENT: Channel-Aware Latent Adaptation for Resource-Constrained Embodied VLM Perception (arxiv.org)

Encryptability As a Coordinate Choice: Depth-One Homomorphic Federated Learning of Quantum Neural Networks (arxiv.org)

A Comprehensive Study of Content Representations for Speech Synthesis (arxiv.org)

Seeing Speech: Learning Visible Articulatory Dynamics for Speech-Driven 3D Facial Animation (arxiv.org)

AcoustiClaim: A Numeric Claim Benchmark with Instrument Ground Truth (arxiv.org)

Do Location Encoders Capture Spatial Effects? A GeoShapley Benchmark Across Scales (arxiv.org)

Distributed Learning as a Service: The Developer's Perspective (arxiv.org)

Aurora-X: Built for Extreme Time Series Forecasting (arxiv.org)

The Residual Stream's Effective Depth (arxiv.org)

Robust Graph Clustering Network for Multiple Missing Data (arxiv.org)

Metacognitive Selective Ensemble for Mobile Systems (arxiv.org)

Robust Successor Features (arxiv.org)

LipSSM: Structurally Lipschitz-Bounded Cascaded State-Space Model via Metric Transfer between Consecutive SSM Layers (arxiv.org)

Gradient Surgery for Physics-Informed Neural Networks (arxiv.org)

Towards Understanding Momentum Acceleration in River-Valley Loss Landscape (arxiv.org)

Low-Bit Recurrent States in Hybrid Language Models (arxiv.org)

EPOC: Endpoint-Preserving Online Correction With Compressed Residual State for Multi-Horizon Time Series Forecasting (arxiv.org)

CacheReforge: Bounded Recovery for Stale KV Caches under Evolving Adapters (arxiv.org)

Learning Hierarchical Causal Representations of the Effects of Forcings on Temperature in Climate Models (arxiv.org)

Learning Chance-Constrained MDPs with Bellman Distributional Certificates (arxiv.org)

Aligning One-Step Generative Models with Reward-Weighted Transport Distillation (arxiv.org)

Attention-Based Adaptive Policies for Simultaneous Speech-to-Text Translation (arxiv.org)

Peer-Grounded Counterfactual Path Planning for Chronic Health Management (arxiv.org)

Quantizing Looped Transformers: Feedback Exposure and Calibration Blindness (arxiv.org)

Learning Provable Neural Network Observer for Uncertain Dynamical Systems (arxiv.org)

Counterfactual Online Conformal Prediction Under Adaptive Logging (arxiv.org)

Towards Universal Representation-Based Process Control (arxiv.org)

Interpretable-by-Design Descriptor Portfolios Match a 2048-Dimensional Foundation Embedding on Low-Data Molecular Assays (arxiv.org)

Adaptive Interaction Graphs for Particle Simulation (arxiv.org)

AYLA: Architecting a loss landscape in shallow neural networks to accelerate feature recovery (arxiv.org)

Missingness-Aware Conformal Prediction Under Cross-Hospital Distribution Shift (arxiv.org)

Differentiable RNA Secondary Structure Extraction for Deep Learning (arxiv.org)

Mechanism-Aware Ensemble Conditioning for Data-Limited Emulation of Extreme Events (arxiv.org)

When 10,000 Windows Are Not 10,000 Tests: Auditing Statistical Confidence in Sliding-Window Time-Series Classification (arxiv.org)

Efficient Constrained Graph Search for Post-hoc Error Correction in Binary Classifiers (arxiv.org)

NEMSim: Learning Control-Conditioned Multi-Event Physical Dynamics via Executable Event-Mechanism Priors (arxiv.org)

LUMO (Lightweight Unified Multilingual Orchestrator): A Privacy Preserving Offline Voice Assistant (arxiv.org)

PixSim: a calibrated open-source simulator of instant-payment fraud, recovery and interdiction under analyst capacity constraints (arxiv.org)