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Demo Data from SIGIR 2026 / reviewers in the wild / expert

Polydefkis Gkagkos

dblp:335/1587 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2024
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 1 since 2021Graphics, computer vision, multimedia, augmented reality and games · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Face, body and person analysis · 77% Learning paradigms · 23%

Topics — the 2 heaviest of 2, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Computer vision › Face, body and person analysis › gaze estimation
3d gaze estimation		 0.812024
3DGazeNet: Generalizing 3D Gaze Estimation with Weak-Supervision from Synthetic Views · ECCV (21) 2024
Machine learning › Learning paradigms
weakly supervised learning		 0.212024
3DGazeNet: Generalizing 3D Gaze Estimation with Weak-Supervision from Synthetic Views · ECCV (21) 2024

Methods — techniques the papers use, named apart from their topics

weak supervision · 0.8synthetic view generation · 0.8
YearPublicationVenuePosition
2024 3DGazeNet: Generalizing 3D Gaze Estimation with Weak-Supervision from Synthetic Views
Evangelos Ververas, Polydefkis Gkagkos, Jiankang Deng, Michail C. Doukas, Jia Guo 0003, Stefanos Zafeiriou
 ECCV (21)2