AI News

Harmonized Interpretable ECG Waveform Features for Robust Cross-Dataset Clinical Prediction (arxiv.org)

An Explicit Counterexample to Stanley's Rankwise Lower-Bound Conjecture for Differential Posets (arxiv.org)

MiSS: A Logic-Driven Explanation of Minimal Sufficient Coalitions for Point Cloud Classifiers (arxiv.org)

When Can Depth Replace Precision? A Resource Theory of Quantized Neural Computation (arxiv.org)

Directional Influence Function: Estimating Training Data Influence in Constrained Learning (arxiv.org)

Towards High-Level Semantic Intelligence (arxiv.org)

Controlling Embedding Spaces with Text-Conditioned Transformations (arxiv.org)

Local Regularization Does Not Characterize Multiclass PAC Learnability (arxiv.org)

FILLER: Feature Imputation via Latent Location Exploration and Retrieval (arxiv.org)

On the Impossibility of Unbiased and Length-Invariant Policy Optimization with Outcome Rewards (arxiv.org)

Invariant Discovery for Networked Systems (arxiv.org)

Adversarial Test-Hardening for AI-Written Code: An Instrument Autopsy and a Pre-Registered Causal Estimate of the Critic Loop (arxiv.org)

A Comparison of Data Augmentation Methods for Training Deep Neural Networks on Synthetic Aperture Sonar (arxiv.org)

Confidently Wrong: Exception Chain Collapse in Frontier LLM Rule Evaluation (arxiv.org)

OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence (arxiv.org)

Multimodal Surface EMG Hand Gesture Recognition Using Query-Based Transformers for Prosthetic Control (arxiv.org)

LC-SEPLM: long-range contact-supervised adaptation for sequence-only protein representation learning (arxiv.org)

Same Predictions, Different Reasons: The Effect of Quantization on Model Explanations (arxiv.org)

SQBench: A Benchmark for Evaluating Task Delivery by Language-Model Agents in Production-Oriented Workflows (arxiv.org)

AgentOmnia: Scaling Agentic Models for Full-Scenario Applications (arxiv.org)

WISERouter: LLM Routing with Workload Budget Constraint (arxiv.org)

What Softmax Throws Away: Mass-Aware Attention for Evidence Accumulation (arxiv.org)

TEmBed-T: A Multi-Dimensional Benchmark for Table-Level Embeddings (arxiv.org)

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads (arxiv.org)

Greedy dynamical meta-learning (arxiv.org)

Real-Time Semantic Segmentation with Optimized RetinaNet Architectures for Embedded Automotive Systems (arxiv.org)

ConsistencyGate: Preventing Memory Contamination in LLM Agents via Self-Consistency Admission Control (arxiv.org)

Post-Operative Glioma Segmentation via Loss Stabilization, Normalization and Subspace Attention (arxiv.org)

Spatial-IQ: Deconstructing Spatial Intelligence via Hierarchical Capability Tests (arxiv.org)

An Ontology for Machine Learning Interatomic Potentials (arxiv.org)

Key-Interval A*: Accelerating Grid Pathfinding via Structural Abstraction (arxiv.org)

WorldDiT: A Unified Diffusion Architecture for World and Action Modeling (arxiv.org)

Reason Popper-ly: Patching In-Context Reasoning with Inductive Logic Programming (arxiv.org)

Share No More Than the Request Requires: Federated Disclosure for Perspective-Aware AI (arxiv.org)

Physically Verifiable Evidence and LLM-Based Reporting for Bearing Fault Diagnosis (arxiv.org)

Hybrid Semantic and Spectral Ensemble for Robust Synthetic Image Source Attribution (arxiv.org)

SCTA: An Agentic Framework for Stable and Interpretable Target Gene Discovery from Single-Cell RNA Sequencing (arxiv.org)

Gleam: Adaptive Network-Efficient CUDA API Remoting for Cross-Device GPU Sharing over LANs (arxiv.org)

XMix: Combating Extremely Noisy Labels via Local Smoothness in Self-Supervised Feature Space (arxiv.org)

Beyond Directed Acyclic Graphs: Causal Zeros and Causal Differential Equations (arxiv.org)

Spatial Prediction of Soil Microplastics and Organic Matter Using Graph Attention Networks (arxiv.org)

CAPT: A Multi-task Continuous Autoregressive Transformer enabling Cross-dataset and Cross-species Transfer for Calcium Population Dynamics (arxiv.org)

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications (arxiv.org)

MegaSlide-DiT: Memory-Centric Adaptation and Deformable Local Attention for Efficient Video Diffusion (arxiv.org)

CachedSearch: Training-Free Cached Exploration for Test-Time Search in Video Diffusion (arxiv.org)

RareLens: Towards End-to-End Rare Disease Care via Aligning Divergent Large Language Model Reasoning (arxiv.org)

FedTaste: Topology-Aware Structural Transfer for Multimodal Federated Learning with Missing Modalities (arxiv.org)

Optimizing Transformer Neural Network for Real-Time Outlier Detection on FPGAs (arxiv.org)

Latent-LoRA: Compact Latent-Space Adapters with Gradient-Free Routing for Continual Learning (arxiv.org)

Robustifying pathology foundation models via fine-tuning (arxiv.org)