DICOM De-Identification via Hybrid AI and Rule-Based Framework for Scalable, Uncertainty-Aware Redaction
arxiv.org·3d
⚙️AI Infrastructure Automation
Explainable artificial intelligence model predicting the risk of all-cause mortality in patients with type 2 diabetes mellitus
arxiv.org·3d
🧠Large Language Models (LLMs)
Comparing Cluster-Based Cross-Validation Strategies for Machine Learning Model Evaluation
arxiv.org·4d
🌐Distributed LLM Systems
Non-Terrestrial Network Models Using Stochastic Geometry: Planar or Spherical?
arxiv.org·9h
🔧Systems-level optimizations for LLM serving
Data-Driven Stochastic Control via Non-i.i.d. Trajectories: Foundations and Guarantees
arxiv.org·3d
⚡Real-time AI Systems
VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding
arxiv.org·5d
🧠Large Language Models (LLMs)
Data-Driven and Participatory Approaches toward Neuro-Inclusive AI
arxiv.org·5d
🧠Large Language Models (LLMs)
Hebbian Memory-Augmented Recurrent Networks: Engram Neurons in Deep Learning
arxiv.org·5d
🧠Large Language Models (LLMs)
Can You Trust an LLM with Your Life-Changing Decision? An Investigation into AI High-Stakes Responses
arxiv.org·5d
🧠Large Language Models (LLMs)
Guided Depth Map Super-Resolution via Multi-Scale Fusion U-shaped Mamba Network
arxiv.org·9h
🔢Quantization of LLMs
SLTarch: Towards Scalable Point-Based Neural Rendering by Taming Workload Imbalance and Memory Irregularity
arxiv.org·5d
🔧Systems-level optimizations for LLM serving
Tractable Responsibility Measures for Ontology-Mediated Query Answering
arxiv.org·3d
🧠Large Language Models (LLMs)
Automatic Classification of User Requirements from Online Feedback -- A Replication Study
arxiv.org·5d
🧠Large Language Models (LLMs)
XAI for Point Cloud Data using Perturbations based on Meaningful Segmentation
arxiv.org·5d
⚙️AI Infrastructure Automation
LENS: Learning Ensemble Confidence from Neural States for Multi-LLM Answer Integration
arxiv.org·3d
🧠Large Language Models (LLMs)
Efficient Neural Combinatorial Optimization Solver for the Min-max Heterogeneous Capacitated Vehicle Routing Problem
arxiv.org·5d
⚙️AI Infrastructure Automation
Vulnerability Mitigation System (VMS): LLM Agent and Evaluation Framework for Autonomous Penetration Testing
arxiv.org·5d
🔧Systems-level optimizations for LLM serving
RATE: An LLM-Powered Retrieval Augmented Generation Technology-Extraction Pipeline
arxiv.org·5d
🔍Retrieval-augmented generation
Probabilistic Consistency in Machine Learning and Its Connection to Uncertainty Quantification
arxiv.org·5d
✨Model optimizations in LLMs
The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM
arxiv.org·5d
🧠Large Language Models (LLMs)