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Practice-Management Subcategories: Information Technology Medicolegal Practice Management Reimbursement Staffing & Scheduling

Showing 1849-1869 of 2,458 articles

AI Agents for Computer Use: A Review of Instruction-based Computer Control, GUI Automation, and Operator Assistants

Instruction-based computer control agents (CCAs) execute complex action sequences on personal comp...

Jan 2025 http://arxiv.org/abs/2501.16150v1

Semantic Layered Embedding Diffusion in Large Language Models for Multi-Contextual Consistency

The Semantic Layered Embedding Diffusion (SLED) mechanism redefines the representation of hierarch...

Jan 2025 http://arxiv.org/abs/2501.15405v2

Qwen2.5-1M Technical Report

We introduce Qwen2.5-1M, a series of models that extend the context length to 1 million tokens. Co...

Jan 2025 http://arxiv.org/abs/2501.15383v1

RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Key-Value (KV) cache facilitates efficient large language models (LLMs) inference by avoiding reco...

Jan 2025 http://arxiv.org/abs/2501.16383v2

A Training-free Synthetic Data Selection Method for Semantic Segmentation

Training semantic segmenter with synthetic data has been attracting great attention due to its eas...

Jan 2025 http://arxiv.org/abs/2501.15201v1

Compressibility Analysis for the differentiable shift-variant Filtered Backprojection Model

The differentiable shift-variant filtered backprojection (FBP) model enables the reconstruction of...

Jan 2025 http://arxiv.org/abs/2501.11586v1

Coded Deep Learning: Framework and Algorithm

The success of deep learning (DL) is often achieved with large models and high complexity during b...

Jan 2025 http://arxiv.org/abs/2501.09849v1

PATCHEDSERVE: A Patch Management Framework for SLO-Optimized Hybrid Resolution Diffusion Serving

The Text-to-Image (T2I) diffusion model is one of the most popular models in the world. However, s...

Jan 2025 http://arxiv.org/abs/2501.09253v1

Attention is All You Need Until You Need Retention

This work introduces a novel Retention Layer mechanism for Transformer based architectures, addres...

Jan 2025 http://arxiv.org/abs/2501.09166v1

Separation Assurance in Urban Air Mobility Systems using Shared Scheduling Protocols

Ensuring safe separation between aircraft is a critical challenge in air traffic management, parti...

Jan 2025 http://arxiv.org/abs/2501.08933v1

Research on the Online Update Method for Retrieval-Augmented Generation (RAG) Model with Incremental Learning

In the contemporary context of rapid advancements in information technology and the exponential gr...

Jan 2025 http://arxiv.org/abs/2501.07063v1

Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels

Accurate medical image segmentation is often hindered by noisy labels in training data, due to the...

Jan 2025 http://arxiv.org/abs/2501.06678v1

Network Diffuser for Placing-Scheduling Service Function Chains with Inverse Demonstration

Network services are increasingly managed by considering chained-up virtual network functions and ...

Jan 2025 http://arxiv.org/abs/2501.05673v1

Addressing Domain Shift via Imbalance-Aware Domain Adaptation in Embryo Development Assessment

Deep learning models in medical imaging face dual challenges: domain shift, where models perform p...

Jan 2025 http://arxiv.org/abs/2501.04958v1

Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling

Given an isolated garment image in a canonical product view and a separate image of a person, the ...

Jan 2025 http://arxiv.org/abs/2501.04666v3

Federated-Continual Dynamic Segmentation of Histopathology guided by Barlow Continuity

Federated- and Continual Learning have been established as approaches to enable privacy-aware lear...

Jan 2025 http://arxiv.org/abs/2501.04588v1

An Empirical Study of Accuracy-Robustness Tradeoff and Training Efficiency in Self-Supervised Learning

Self-supervised learning (SSL) has significantly advanced image representation learning, yet effic...

Jan 2025 http://arxiv.org/abs/2501.03507v1

Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis

Underwater imaging grapples with challenges from light-water interactions, leading to color distor...

Jan 2025 http://arxiv.org/abs/2501.02701v1

Simulated prosthetic vision confirms checkerboard as an effective raster pattern for epiretinal implants

Spatial scheduling of electrode activation ("rastering") is essential for safely operating high-de...

Jan 2025 http://arxiv.org/abs/2501.02084v2

The interplay between domain specialization and model size

Scaling laws for language models have often focused on finding the optimal model size and token co...

Jan 2025 http://arxiv.org/abs/2501.02068v3

Digital Twin-based SIM Communication and Flight Control for Advanced Air Mobility

Electric Vertical Take-off and Landing vehicles (eVTOLs) are driving Advanced Air Mobility (AAM) t...

Jan 2025 http://arxiv.org/abs/2501.01837v1