Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 37,381 to 37,390 of 223,469 articles

Unsafe2Safe: Controllable Image Anonymization for Downstream Utility

arXiv Mar 30, 2026
Large-scale image datasets frequently contain identifiable or sensitive content, raising privacy risks when training models that may memorize and leak such information. We present Unsafe2Safe, a fully automated pipeline that detects privacy-prone ima... read more 
Computer Vision and Pattern Recognition cs.CY cs.LG

ResAdapt: Adaptive Resolution for Efficient Multimodal Reasoning

arXiv Mar 30, 2026
Multimodal Large Language Models (MLLMs) achieve stronger visual understanding by scaling input fidelity, yet the resulting visual token growth makes jointly sustaining high spatial resolution and long temporal context prohibitive. We argue that the ... read more 
Computer Vision and Pattern Recognition cs.AI cs.CL

TGIF2: Extended Text-Guided Inpainting Forgery Dataset & Benchmark

arXiv Mar 30, 2026
Generative AI has made text-guided inpainting a powerful image editing tool, but at the same time a growing challenge for media forensics. Existing benchmarks, including our text-guided inpainting forgery (TGIF) dataset, show that image forgery local... read more 
Computer Vision and Pattern Recognition cs.AI cs.CR cs.MM

Divide and Restore: A Modular Task-Decoupled Framework for Universal Image Restoration

arXiv Mar 30, 2026
Restoring images affected by various types of degradation, such as noise, blur, or improper exposure, remains a significant challenge in computer vision. While recent trends favor complex monolithic all-in-one architectures, these models often suffer... read more 
Computer Vision and Pattern Recognition

AMIGO: Agentic Multi-Image Grounding Oracle Benchmark

arXiv Mar 30, 2026
Agentic vision-language models increasingly act through extended interactions, but most evaluations still focus on single-image, single-turn correctness. We introduce AMIGO (Agentic Multi-Image Grounding Oracle Benchmark), a long-horizon benchmark fo... read more 
Machine Learning cs.AI

Sim-to-Real Fruit Detection Using Synthetic Data: Quantitative Evaluation and Embedded Deployment with Isaac Sim

arXiv Mar 30, 2026
This study investigates the effectiveness of synthetic data for sim-to-real transfer in object detection under constrained data conditions and embedded deployment requirements. Synthetic datasets were generated in NVIDIA Isaac Sim and combined with l... read more 
Computer Vision and Pattern Recognition cs.RO

FL-PBM: Pre-Training Backdoor Mitigation for Federated Learning

arXiv Mar 30, 2026
Backdoor attacks pose a significant threat to the integrity and reliability of Artificial Intelligence (AI) models, enabling adversaries to manipulate model behavior by injecting poisoned data with hidden triggers. These attacks can lead to severe co... read more 
Machine Learning cs.CR cs.DC

DreamLite: A Lightweight On-Device Unified Model for Image Generation and Editing

arXiv Mar 30, 2026
Diffusion models have made significant progress in both text-to-image (T2I) generation and text-guided image editing. However, these models are typically built with billions of parameters, leading to high latency and increased deployment challenges. ... read more 
Computer Vision and Pattern Recognition

Stepwise Credit Assignment for GRPO on Flow-Matching Models

arXiv Mar 30, 2026
Flow-GRPO successfully applies reinforcement learning to flow models, but uses uniform credit assignment across all steps. This ignores the temporal structure of diffusion generation: early steps determine composition and content (low-frequency struc... read more 
Machine Learning cs.AI cs.CV

SonoWorld: From One Image to a 3D Audio-Visual Scene

arXiv Mar 30, 2026
Tremendous progress in visual scene generation now turns a single image into an explorable 3D world, yet immersion remains incomplete without sound. We introduce Image2AVScene, the task of generating a 3D audio-visual scene from a single image, and p... read more 
Computer Vision and Pattern Recognition cs.MM cs.SD
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