Artificial Intelligence Medical Compendium

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

Showing 42,611 to 42,620 of 223,853 articles

Attribution as Retrieval: Model-Agnostic AI-Generated Image Attribution

arXiv Mar 11, 2026
With the rapid advancement of AIGC technologies, image forensics will encounter unprecedented challenges. Traditional methods are incapable of dealing with increasingly realistic images generated by rapidly evolving image generation techniques. To fa... read more 
Computer Vision and Pattern Recognition

Layer Consistency Matters: Elegant Latent Transition Discrepancy for Generalizable Synthetic Image Detection

arXiv Mar 11, 2026
Recent rapid advancement of generative models has significantly improved the fidelity and accessibility of AI-generated synthetic images. While enabling various innovative applications, the unprecedented realism of these synthetics makes them increas... read more 
Computer Vision and Pattern Recognition

HyPER-GAN: Hybrid Patch-Based Image-to-Image Translation for Real-Time Photorealism Enhancement

arXiv Mar 11, 2026
Generative models are widely employed to enhance the photorealism of synthetic data for training computer vision algorithms. However, they often introduce visual artifacts that degrade the accuracy of these algorithms and require high computational r... read more 
Computer Vision and Pattern Recognition

MUNIChus: Multilingual News Image Captioning Benchmark

arXiv Mar 11, 2026
The goal of news image captioning is to generate captions by integrating news article content with corresponding images, highlighting the relationship between textual context and visual elements. The majority of research on news image captioning focu... read more 
Computation and Language cs.CV

An FPGA Implementation of Displacement Vector Search for Intra Pattern Copy in JPEG XS

arXiv Mar 11, 2026
Recently, progress has been made on the Intra Pattern Copy (IPC) tool for JPEG XS, an image compression standard designed for low-latency and low-complexity coding. IPC performs wavelet-domain intra compensation predictions to reduce spatial redundan... read more 
Hardware Architecture cs.CV eess.IV

A$^2$-Edit: Precise Reference-Guided Image Editing of Arbitrary Objects and Ambiguous Masks

arXiv Mar 11, 2026
We propose \textbf{A$^2$-Edit}, a unified inpainting framework for arbitrary object categories, which allows users to replace any target region with a reference object using only a coarse mask. To address the issues of severe homogenization and limit... read more 
Computer Vision and Pattern Recognition

Bioinspired CNNs for border completion in occluded images

arXiv Mar 11, 2026
We exploit the mathematical modeling of the border completion problem in the visual cortex to design convolutional neural network (CNN) filters that enhance robustness to image occlusions. We evaluate our CNN architecture, BorderNet, on three occlude... read more 
Computer Vision and Pattern Recognition

RandMark: On Random Watermarking of Visual Foundation Models

arXiv Mar 11, 2026
Being trained on large and diverse datasets, visual foundation models (VFMs) can be fine-tuned to achieve remarkable performance and efficiency in various downstream computer vision tasks. The high computational cost of data collection and training m... read more 
Computer Vision and Pattern Recognition cs.AI

UniCom: Unified Multimodal Modeling via Compressed Continuous Semantic Representations

arXiv Mar 11, 2026
Current unified multimodal models typically rely on discrete visual tokenizers to bridge the modality gap. However, discretization inevitably discards fine-grained semantic information, leading to suboptimal performance in visual understanding tasks.... read more 
Computer Vision and Pattern Recognition

WalkGPT: Grounded Vision-Language Conversation with Depth-Aware Segmentation for Pedestrian Navigation

arXiv Mar 11, 2026
Ensuring accessible pedestrian navigation requires reasoning about both semantic and spatial aspects of complex urban scenes, a challenge that existing Large Vision-Language Models (LVLMs) struggle to meet. Although these models can describe visual c... read more 
Computer Vision and Pattern Recognition cs.CY
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