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GeoVista: Visually Grounded Active Perception for Ultra-High-Resolution Remote Sensing Understanding

Interpreting ultra-high-resolution (UHR) remote sensing images requires models to search for sparse ...

MechAInistic: An LLM-guided Multi-Agent System for Reasoning over Genome-Scale Constraint-Based Metabolic Models

Constraint-based metabolic modeling is a powerful way to study the mechanistic basis of cellular sta...

AOI-SSL: Self-Supervised Framework for Efficient Segmentation of Wire-bonded Semiconductors In Optical Inspection

Segmentation models in automated optical inspection of wire-bonded semiconductors are typically devi...

Digital Twins as Synthetic Controls in Single-Arm Trials

Single-arm trials are an important study design for evaluating drug efficacy and safety without enro...

Kinome profiling allows examination and prediction of kinase inhibitor cardiotoxicity

Background: Despite improved cancer outcomes with kinase inhibitors (KIs), their cardiotoxicity rema...

BioMADE: Predicting Torsades de Pointes from molecular structures through biologically informed representations

Drug-induced arrhythmias, particularly Torsades de Pointes (TdP), pose a significant risk to patient...

MMVIAD: Multi-view Multi-task Video Understanding for Industrial Anomaly Detection

Industrial anomaly detection is critical for manufacturing quality control, yet existing datasets ma...

SAIL: Structure-Aware Interpretable Learning for Anatomy-Aligned Post-hoc Explanations in OCT

Optical coherence tomography (OCT), a commonly used retinal imaging modality, plays a central role i...

From Prediction to Practice: A Task-Aware Evaluation Framework for Blood Glucose Forecasting

Clinical time-series forecasting is increasingly studied for decision support, yet standard aggregat...

DrugPTM-Bench: A Large-Scale Dataset for Predictive Modeling of Drug-Induced Cell Type-Specific Protein Post-Translational Modifications

Protein post-translational modifications (PTMs), particularly phosphorylation, serve as the primary ...

Robust Lightweight Crack Classification for Real-Time UAV Bridge Inspection

With the widespread application of Unmanned Aerial Vehicles (UAVs) in bridge structural health monit...

Interpretable Transformer-Based Phase Recognition for Transabdominal Preperitoneal Laparoscopic Inguinal Hernia Repair

Background: Surgical phase recognition is a critical prerequisite for context-aware operating rooms ...

Graph-augmented Segmentation of Complex Shapes in Laser Powder bed Fusion for Enhanced In Situ Inspection

The technological maturity of in situ inspection and monitoring methods in additive manufacturing is...

SolarFCD: A Large-Scale Dataset and Benchmark for Solar Fault Classification in Photovoltaic Systems

The increasing global deployment of solar photovoltaic (PV) systems needs robust, scalable, and auto...

FryNet: Dual-Stream Adversarial Fusion for Non-Destructive Frying Oil Oxidation Assessment

Monitoring frying oil degradation is critical for food safety, yet current practice relies on destru...

SemiFA: An Agentic Multi-Modal Framework for Autonomous Semiconductor Failure Analysis Report Generation

Semiconductor failure analysis (FA) requires engineers to examine inspection images, correlate equip...

Analog Optical Inference on Million-Record Mortgage Data

Analog optical computers promise large efficiency gains for machine learning inference, yet no demon...

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