Artificial Intelligence Medical Compendium

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

Showing 63,731 to 63,740 of 230,801 articles

Pairing-free Group-level Knowledge Distillation for Robust Gastrointestinal Lesion Classification in White-Light Endoscopy

arXiv Jan 14, 2026
White-Light Imaging (WLI) is the standard for endoscopic cancer screening, but Narrow-Band Imaging (NBI) offers superior diagnostic details. A key challenge is transferring knowledge from NBI to enhance WLI-only models, yet existing methods are criti... read more 
Computer Vision and Pattern Recognition

Affostruction: 3D Affordance Grounding with Generative Reconstruction

arXiv Jan 14, 2026
This paper addresses the problem of affordance grounding from RGBD images of an object, which aims to localize surface regions corresponding to a text query that describes an action on the object. While existing methods predict affordance regions onl... read more 
Computer Vision and Pattern Recognition

Annealed Relaxation of Speculative Decoding for Faster Autoregressive Image Generation

arXiv Jan 14, 2026
Despite significant progress in autoregressive image generation, inference remains slow due to the sequential nature of AR models and the ambiguity of image tokens, even when using speculative decoding. Recent works attempt to address this with relax... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

SpikeVAEDiff: Neural Spike-based Natural Visual Scene Reconstruction via VD-VAE and Versatile Diffusion

arXiv Jan 14, 2026
Reconstructing natural visual scenes from neural activity is a key challenge in neuroscience and computer vision. We present SpikeVAEDiff, a novel two-stage framework that combines a Very Deep Variational Autoencoder (VDVAE) and the Versatile Diffusi... read more 
Computer Vision and Pattern Recognition cs.AI

From Hawkes Processes to Attention: Time-Modulated Mechanisms for Event Sequences

arXiv Jan 14, 2026
Marked Temporal Point Processes (MTPPs) arise naturally in medical, social, commercial, and financial domains. However, existing Transformer-based methods mostly inject temporal information only via positional encodings, relying on shared or parametr... read more 
Machine Learning math.ST stat.AP

Disentangle Object and Non-object Infrared Features via Language Guidance

arXiv Jan 14, 2026
Infrared object detection focuses on identifying and locating objects in complex environments (\eg, dark, snow, and rain) where visible imaging cameras are disabled by poor illumination. However, due to low contrast and weak edge information in infra... read more 
Computer Vision and Pattern Recognition

SPOT-Face: Forensic Face Identification using Attention Guided Optimal Transport

arXiv Jan 14, 2026
Person identification in forensic investigations becomes very challenging when common identification means for DNA (i.e., hair strands, soft tissue) are not available. Current methods utilize deep learning methods for face recognition. However, these... read more 
Computer Vision and Pattern Recognition

Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method

arXiv Jan 14, 2026
Substation meters play a critical role in monitoring and ensuring the stable operation of power grids, yet their detection of cracks and other physical defects is often hampered by a severe scarcity of annotated samples. To address this few-shot gene... read more 
Computer Vision and Pattern Recognition

A$^2$TG: Adaptive Anisotropic Textured Gaussians for Efficient 3D Scene Representation

arXiv Jan 14, 2026
Gaussian Splatting has emerged as a powerful representation for high-quality, real-time 3D scene rendering. While recent works extend Gaussians with learnable textures to enrich visual appearance, existing approaches allocate a fixed square texture p... read more 
Computer Vision and Pattern Recognition

Hybrid guided variational autoencoder for visual place recognition

arXiv Jan 14, 2026
Autonomous agents such as cars, robots and drones need to precisely localize themselves in diverse environments, including in GPS-denied indoor environments. One approach for precise localization is visual place recognition (VPR), which estimates the... read more 
Computer Vision and Pattern Recognition cs.AI
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