GA2AD: a generalized adaptive adversarial training framework considering surrounding hybrid risk field for autonomous driving. [PDF]
Xu H +7 more
europepmc +1 more source
This study presents a UAV‐based framework that integrates deep learning‐based super‐resolution reconstruction and an enhanced YOLO detector to improve centimetre‐scale benthic organism monitoring. Using hermit crabs in Lake Hamana, a coastal lagoon in Japan, as a case study, the method substantially enhanced small‐object detection performance ...
Fan Zhao +10 more
wiley +1 more source
Perceived humanness and empathy are dissociated in relationship advice generated by a large language model. [PDF]
Kleinberg B +6 more
europepmc +1 more source
Integrating Image Segmentation and Deep Learning to Improve Radio Frequency Propagation Models
ABSTRACT This paper proposes a multi‐sensor approach to improve radio frequency (RF) propagation models, which play a key role in the rapidly expanding field of connected vehicle technology. Focusing on the 1‐ to 20‐GHz frequency range, which is critical for both satellite‐to‐vehicle and base station‐to‐vehicle communications, our study introduces a ...
Jonathan Israel +2 more
wiley +1 more source
Regulatory-prior-guided attention preserves biological structure during unpaired single-cell RNA-ATAC integration. [PDF]
Cheng Z, Zhang J, Zhang S.
europepmc +1 more source
A Hero's Journey to Systemic Change: Developing Expertise in Agricultural Development
ABSTRACT Experts in rural development and agrarian change wield considerable influence over programme design and delivery, directing resources and shaping trajectories towards the Sustainable Development Goals (SDGs). Yet the pathways through which such expertise develops remain under‐examined. This study examines the journey to expertise among experts
Kirt Hainzer +7 more
wiley +1 more source
Speech enhancement method integrating squeeze and excitation channel attention mechanism and improved CGAN. [PDF]
Guo Y, Liang M, Jiang T.
europepmc +1 more source
ABSTRACT Achieving global sustainability requires rethinking marketing beyond firm centred strategies and towards systemic approaches that engage diverse stakeholders in value co‐creation. This paper proposes a conceptual framework for participatory value co‐creation in sustainable market systems, drawing on stakeholder theory, systems thinking ...
Ahmet Küçükuncular
wiley +1 more source
MAIG-Net: Unsupervised Remote Sensing Road Extraction Combining Multi-Layer Adversarial Learning and Intermediate Domain Guidance. [PDF]
Bao C, Chen G, Jin W, Yang J, Li S.
europepmc +1 more source

