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ORCIDGaze Meets ML 2022, New Orleans, USA
- Ismini Lourentzou, Joy T. Wu, Satyananda Kashyap, Alexandros Karargyris, Leo Anthony Celi, Ban Kawas, Sachin S. Talathi:
Proceedings of The 1st Gaze Meets ML workshop, in conjunction with the Annual Conference on Neural Information Processing Systems, 03 December 2022, New Orleans, USA. Proceedings of Machine Learning Research 210, PMLR 2022 - Ismini Lourentzou, Joy T. Wu, Satyananda Kashyap, Alexandros Karargyris, Leo Anthony Celi, Ban Kawas, Sachin S. Talathi:
Preface. 1-2 - Carlos Antunes, Margarida Silveira:
Generating Attention Maps from Eye-gaze for the Diagnosis of Alzheimer’s Disease. 3-19 - Mayar Elfares, Zhiming Hu, Pascal Reisert, Andreas Bulling, Ralf Küsters:
Federated Learning for Appearance-based Gaze Estimation in the Wild. 20-36 - Swati Jindal, Roberto Manduchi:
Contrastive Representation Learning for Gaze Estimation. 37-49 - Ard Kastrati, Martyna Beata Plomecka, Joël Küchler, Nicolas Langer, Roger Wattenhofer:
Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation. 50-65 - Daniel Krakowczyk, David R. Reich, Paul Prasse, Sebastian Lapuschkin
, Tobias Scheffer, Lena A. Jäger:
Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification. 66-97 - Jason Li, Nicholas Watters, Hansem Sohn, Mehrdad Jazayeri:
Modeling Human Eye Movements with Neural Networks in a Maze-Solving Task. 98-112 - Robert Ahadizad Newport, Sidong Liu, Antonio Di Ieva:
Integrating eye gaze into machine learning using fractal curves. 113-126 - Soodeh Nikan, Devesh Upadhyay:
Appearance-Based Gaze Estimation for Driver Monitoring. 127-139 - Yifan Shen, Xiaoyu Mo, Vytas Krisciunas, David Hanson, Bertram E. Shi:
Intention Estimation via Gaze for Robot Guidance in Hierarchical Tasks. 140-164 - Florian Strohm, Ekta Sood, Dominike Thomas, Mihai Bâce, Andreas Bulling:
Facial Composite Generation with Iterative Human Feedback. 165-183 - Clare Teng, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble:
Skill, or Style? Classification of Fetal Sonography Eye-Tracking Data. 184-198 - Jessica A. F. Thompson, Hannah Sheahan, Christopher Summerfield:
Learning to count visual objects by combining “what” and “where” in recurrent memory. 199-218 - Karan Uppal, Jaeah Kim, Shashank Singh:
Decoding Attention from Gaze: A Benchmark Dataset and End-to-End Models. 219-240 - Yida Wang, Yiru Shen, David Joseph Tan, Federico Tombari, Sachin S. Talathi:
SecNet: Semantic Eye Completion in Implicit Field. 241-256
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