Results 201 to 210 of about 5,574 (249)

Visualizing Image Segmentation Network Behavior Through the Lens of Scale Space Analysis

Computer Graphics Forum, EarlyView.
Abstract Deep neural networks are widely used for image segmentation, also in sensitive applications such as medical imaging or autonomous driving. However, few explainable AI methods are available that help developers understand such networks beyond classification.
A. C. Mikliss, T. Schultz
wiley   +1 more source

SPINE: VAE‐driven Counterfactuals for Decision Boundary Maps

Computer Graphics Forum, EarlyView.
Abstract As Deep Learning models become increasingly complex, Explainable AI becomes essential for deploying machine learning classifiers. Decision Boundary Mapping (DBM) is a technique for visualizing a classifier's global decision boundary. Despite their relative success, current DBM methods rely on global inverse multidimensional projections that ...
I.M. Bloemen, V. Prasad, F. V. Paulovich
wiley   +1 more source

Threats and vulnerabilities in artificial intelligence and agentic AI models. [PDF]

Front Artif Intell
Radanliev P, Santos O, Maple C.
europepmc   +1 more source

FaceIt: Real‐Time On‐Device Identity‐Preserving Portrait Animation

Computer Graphics Forum, EarlyView.
A real‐time, on‐device algorithm for animating a single portrait image using detailed facial expressions and motions from a driving video achieving visual quality that can outperform even techniques with significantly higher computational overhead. Abstract Recently, significant progress has been made in generating expressive and temporally coherent ...
M. Dvorožňák, D. Sýkora, C. Curtis, B. Curless, Y. Xu, Z. Zhou, O. Sorkine‐Hornung, D. Salesin   +7 more
wiley   +1 more source

The specifics of non‐routine task changes: A granular approach

Contemporary Economic Policy, EarlyView.
Abstract This paper estimates granular specific non‐routine tasks and examines employment reallocation across those tasks in the United States. Employment shifts into decision‐making, technology, and information‐related tasks account for 90% of high‐wage employment growth.
Carol A. Scotese
wiley   +1 more source

Hybrid GAN-LSTM framework for diabetic foot ulcer image synthesis and automated diagnosis. [PDF]

Front Med (Lausanne)
Vina A, Prajasree G, Venkatesh S, Sankaranarayanan S, Meenakshi K, Khan AR, Imam SBS, Wahab Sait AR.   +7 more
europepmc   +1 more source

Textile and colour defect detection using deep learning methods

Coloration Technology, EarlyView.
Abstract Recent advances in deep learning (DL) have significantly enhanced the detection of textile and colour defects. This review focuses specifically on the application of DL‐based methods for defect detection in textile and coloration processes, with an emphasis on object detection and related computer vision (CV) tasks.
Hao Cui, Abdel‐Fattah Seyam, Renzo Shamey   +2 more
wiley   +1 more source

Toward leveraging intrinsic point cloud features in 3D adversarial attacks. [PDF]

PLoS One
Naderi H, Dinesh C, Bajić IV, Kasaei S.
europepmc   +1 more source

Beyond collaboration: A pluralistic review of interorganizational relationships in social entrepreneurship

International Journal of Management Reviews, EarlyView.
Abstract This article explores the complexity of interorganizational relationships in social entrepreneurship. Although existing research has deepened our understanding of collaboration, there remains a need to examine the broader range of relationships social entrepreneurs navigate in practice. To address this issue, we adopt an ecosystem perspective,
Wiebke Heinze, Jarrod Ormiston
wiley   +1 more source

Query-Efficient Hard-Label Attack: A Prior-Guided Adam Ray Search Optimization. [PDF]

Sensors (Basel)
Ding T, Xu X, Xuan Q, Yu H, Ma C.
europepmc   +1 more source