A training, validation, and test split separates data used to fit parameters, choose models or settings, and estimate final generalization. This guide…
Category: AI
Predicting Future Organ Dysfunction in ICU Patients Using Temporal Convolutional Networks on MIMIC-IV Data
arXiv:2608.29301v1 Announce Type: new Abstract: Predicting future organ dysfunction in Intensive Care Unit (ICU) patients is critical for early clinical…
EpaCache: Error-Propagation-Aware Caching for Accelerating Diffusion-Based Visual Generation
arXiv:2608.29264v1 Announce Type: new Abstract: Diffusion-based visual generative models deliver strong image and video synthesis quality but incur high…
Understanding Deep Learning via Entropy Space Theory
arXiv:2608.29279v1 Announce Type: new Abstract: Deep learning is often criticized for its theoretical research lagging behind practice. To make deep…
Accelerating Unified Multimodal Models with Core-Expansion Routing and Unified Computation Scheduling
arXiv:2608.29291v1 Announce Type: new Abstract: Unified multimodal models jointly support understanding and generation, but incur substantial redundant…
When AI Becomes the Interface, What Happens to SaaS?
For years, logging into martech software meant entering a dashboard. Whether someone needed to analyze sales, review customer data, monitor campaign…
RACER: Reinforced Agent Collaboration for Explainable Reasoning on Knowledge Graphs
arXiv:2608.29263v1 Announce Type: new Abstract: Large Language Models (LLMs) often suffer from hallucination and struggle with complex reasoning tasks…
AI Attackers Don’t Get Tired: Why Cybersecurity Has to Change
Your security program was built for attackers who do. When OpenAI published its account of the models that broke out of an evaluation environment and…
MMPCBench: Benchmarking Multimodal Large Language Models on Proactive Critique of Flawed Inputs
arXiv:2608.29286v1 Announce Type: new Abstract: As Multimodal Large Language Models (MLLMs) evolve into sophisticated interactive assistants, their…
Computational Depth Measurement in Thermographic Video: Overcoming Spatial Overfitting via Spatio-Temporal Decoupling
arXiv:2608.29223v1 Announce Type: new Abstract: Accurate through-thickness measurement of subsurface delamination depth in Carbon Fiber Reinforced Polymer…