Artificial Intelligence Medical Compendium

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

Showing 43,871 to 43,880 of 224,055 articles

Vision Transformers that Never Stop Learning

arXiv Mar 8, 2026
Loss of plasticity refers to the progressive inability of a model to adapt to new tasks and poses a fundamental challenge for continual learning. While this phenomenon has been extensively studied in homogeneous neural architectures, such as multilay... read more 
Machine Learning

SGI: Structured 2D Gaussians for Efficient and Compact Large Image Representation

arXiv Mar 8, 2026
2D Gaussian Splatting has emerged as a novel image representation technique that can support efficient rendering on low-end devices. However, scaling to high-resolution images requires optimizing and storing millions of unstructured Gaussian primitiv... read more 
Computer Vision and Pattern Recognition

4DRC-OCC: Robust Semantic Occupancy Prediction Through Fusion of 4D Radar and Camera

arXiv Mar 8, 2026
Autonomous driving requires robust perception across diverse environmental conditions, yet 3D semantic occupancy prediction remains challenging under adverse weather and lighting. In this work, we present the first study combining 4D radar and camera... read more 
Computer Vision and Pattern Recognition

MWM: Mobile World Models for Action-Conditioned Consistent Prediction

arXiv Mar 8, 2026
World models enable planning in imagined future predicted space, offering a promising framework for embodied navigation. However, existing navigation world models often lack action-conditioned consistency, so visually plausible predictions can still ... read more 
Computer Vision and Pattern Recognition cs.RO

HybridStitch: Pixel and Timestep Level Model Stitching for Diffusion Acceleration

arXiv Mar 8, 2026
Diffusion models have demonstrated a remarkable ability in Text-to-Image (T2I) generation applications. Despite the advanced generation output, they suffer from heavy computation overhead, especially for large models that contain tens of billions of ... read more 
Computer Vision and Pattern Recognition cs.AI

Tracking Phenological Status and Ecological Interactions in a Hawaiian Cloud Forest Understory using Low-Cost Camera Traps and Visual Foundation Models

arXiv Mar 8, 2026
Plant phenology, the study of cyclical events such as leafing out, flowering, or fruiting, has wide ecological impacts but is broadly understudied, especially in the tropics. Image analysis has greatly enhanced remote phenological monitoring, yet cap... read more 
Computer Vision and Pattern Recognition

Fusion Complexity Inversion: Why Simpler Cross View Modules Outperform SSMs and Cross View Attention Transformers for Pasture Biomass Regression

arXiv Mar 8, 2026
Accurate estimation of pasture biomass from agricultural imagery is critical for sustainable livestock management, yet existing methods are limited by the small, imbalanced, and sparsely annotated datasets typical of real world monitoring. In this st... read more 
Computer Vision and Pattern Recognition cs.LG

Transferable Optimization Network for Cross-Domain Image Reconstruction

arXiv Mar 8, 2026
We develop a novel transfer learning framework to tackle the challenge of limited training data in image reconstruction problems. The proposed framework consists of two training steps, both of which are formed as bi-level optimizations. In the first ... read more 
Computer Vision and Pattern Recognition cs.LG math.OC

GazeShift: Unsupervised Gaze Estimation and Dataset for VR

arXiv Mar 8, 2026
Gaze estimation is instrumental in modern virtual reality (VR) systems. Despite significant progress in remote-camera gaze estimation, VR gaze research remains constrained by data scarcity - particularly the lack of large-scale, accurately labeled da... read more 
Computer Vision and Pattern Recognition

Training-free Temporal Object Tracking in Surgical Videos

arXiv Mar 8, 2026
Purpose: In this paper, we present a novel approach for online object tracking in laparoscopic cholecystectomy (LC) surgical videos, targeting localisation and tracking of critical anatomical structures and instruments. Our method addresses the chall... read more 
Computer Vision and Pattern Recognition
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