Artificial Intelligence Medical Compendium

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

Showing 1,131 to 1,140 of 213,401 articles

Searching for Task-Specific Vision Paths: Evolutionary Block Pruning Across Vision-Language Models

arXiv Jul 19, 2026
Vision-language models normally execute the same complete vision encoder for every question, even when OCR, counting, object, attribute, and spatial queries may not require identical computation. We study whether fixed-budget combinations of vision b... read more 
Computer Vision and Pattern Recognition

High-Capacity Robust Watermarking Technology for High-Resolution Images

arXiv Jul 19, 2026
Most existing watermarking techniques are primarily designed for low-resolution images, with few methods tailored for high-resolution images. Moreover, the embedding capacity is often limited to fixed lengths (e.g., 30, 100, 256 bits, etc.), which st... read more 
Computer Vision and Pattern Recognition

Expressivity of Shallow Neural Networks Over Finite Fields

arXiv Jul 19, 2026
We study the expressivity of shallow polynomial neural networks (PNNs) with monomial activation functions over finite fields. For a given architecture, we define a neuromanifold as the image of the map from all possible network weights into the produ... read more 
Algebraic Geometry cs.NE

Denoising Models Develop Human-Like Perceptual Illusion Representations Across Architectures

arXiv Jul 19, 2026
Deep neural networks trained on natural images are shown to produce outputs consistent with human observers for brightness illusions. While this phenomenon has been documented across architectures, all evidence, to date, is measured at the output lev... read more 
Computer Vision and Pattern Recognition

STBridge: Shared-Target Alignment for Bridging Understanding and Generation in UMMs

arXiv Jul 19, 2026
Unified multimodal models (UMMs) aim to integrate visual understanding and generation within a single architecture, but architectural unification alone does not ensure semantic consistency. A model may describe the intended target correctly while gen... read more 
Computer Vision and Pattern Recognition

BanClickThumb: A Multimodal Dataset and Transformer Fusion Benchmarks for Clickbait Detection in Bengali YouTube Videos

arXiv Jul 19, 2026
Clickbait, where video titles and thumbnails exaggerate or misrepresent content, reduces user trust, wastes attention, and promotes misinformation on video-sharing platforms. Detecting Bengali clickbait remains challenging because publicly available ... read more 
Computer Vision and Pattern Recognition

PocketPPD: Screening for Postpartum Depression Risk Using Passive Smartphone Sensing

arXiv Jul 19, 2026
Postpartum depression (PPD) is a serious perinatal mental health condition affecting approximately 20% of new mothers worldwide. Common screening approaches for PPD, such as self-report questionnaires and active digital logs, rely heavily on user inp... read more 
Human-Computer Interaction cs.CY

Cross-Coordinate Correspondence Pruning for Image-to-Point Cloud Registration

arXiv Jul 19, 2026
Recent detection-free approaches have shown significant efficacy in image-to-point cloud (I2P) registration by employing a coarse-to-fine matching pipeline. In the coarse stage, down-sampled image features and voxelized point cloud features are typic... read more 
Computer Vision and Pattern Recognition

Induce to Empower: Improving Lightweight Baselines via Foundation Model Induction for Generalized Polyp Segmentation

arXiv Jul 19, 2026
Automated polyp segmentation in colonoscopy continues to pose challenges due to substantial appearance variations and indistinct polyp boundaries. Although emerging foundation models (FMs) such as DINOv2, SAM, and OneFormer, demonstrate remarkable ge... read more 
Computer Vision and Pattern Recognition

VecFontLLM: Anchor-Guided Direct Synthesis of Chinese Vector Fonts

arXiv Jul 19, 2026
Direct generation of Chinese vector fonts is a challenging and ongoing problem. A Chinese vector glyph contains complex component structure, anchor layout, and Bézier curve details, which work at different scales, but a standard vector sequence write... read more 
Computer Vision and Pattern Recognition
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