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Proceedings of Machine Learning Research

Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research
Proceedings of Machine Learning Research
PMLR · 2026-06-02 · via Proceedings of Machine Learning Research

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Volume 226: Gaze Meets Machine Learning Workshop, 16 December 2023, New Orleans, Louisiana, USA

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Editors: Amarachi Madu Blessing, Joy Wu, Dario Zanca, Elizabeth Krupinski, Satyananda Kashyap, Alexandros Karargyris

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Preface

Amarachi Madu Blessing, Joy Wu, Danca Zario, Elizabeth Krupinski, Satyananda Kashyap, Alexandros Karargyris; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:1-3

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An Attention-based Predictive Agent for Handwritten Numeral/Alphabet Recognition via Generation

; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:4-20

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SAM meets Gaze: Passive Eye Tracking for Prompt-based Instance Segmentation

Daniel Beckmann, Jacqueline Kockwelp, Joerg Gromoll, Friedemann Kiefer, Benjamin Risse; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:21-39

[abs][Download PDF][Supplementary PDF]

Temporal Understanding of Gaze Communication with GazeTransformer

Ryan Anthony de Belen, Gelareh Mohammadi, Arcot Sowmya; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:40-60

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Exploring Foveation and Saccade for Improved Weakly-Supervised Localization

Timur Ibrayev, Manish Nagaraj, Amitangshu Mukherjee, Kaushik Roy; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:61-89

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StatTexNet: Evaluating the Importance of Statistical Parameters for Pyramid-Based Texture and Peripheral Vision Models

Christian Koevesdi, Vasha DuTell, Anne Harrington, Mark Hamilton, William T. Freeman, Ruth Rosenholtz; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:90-106

[abs][Download PDF][Supplementary PDF]

Interaction-aware Dynamic 3D Gaze Estimation in Videos

Chenyi Kuang, Jeffrey O. Kephart, Qiang Ji; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:107-124

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Planning By Active Sensing

Kaushik Lakshminarasimhan, Seren Zhu, Dora Angelaki; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:125-141

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Detection of Drowsiness and Impending Microsleep from Eye Movements

Silvia Makowski, Paul Prasse, Lena Ann Jäger, Tobias Scheffer; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:142-160

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Leveraging Multi-Modal Saliency and Fusion for Gaze Target Detection

Athul Mathew, Arshad Khan, Thariq Khalid, AL-Tam Faroq, Riad Souissi; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:161-180

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Human-like multiple object tracking through occlusion via gaze-following

Benjamin Peters, Eivinas Butkus, Nikolaus Kriegeskorte; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:181-196

[abs][Download PDF][Supplementary PDF]

SuperVision: Self-Supervised Super-Resolution for Appearance-Based Gaze Estimation

Galen O’Shea, Majid Komeili; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:197-218

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EG-SIF: Improving Appearance Based Gaze Estimation using Self Improving Features

Vasudev Singh, Chaitanya Langde, Sourav Lakotia, Vignesh Kannan, Shuaib Ahmed; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:219-235

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Memory-Based Sequential Attention

Jason Stock, Charles Anderson; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:236-253

[abs][Download PDF][Supplementary PDF]

GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model

Bin Wang, Armstrong Aboah, Zheyuan Zhang, Hongyi Pan, Ulas Bagci; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:254-265

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Crafting Good Views of Medical Images for Contrastive Learning via Expert-level Visual Attention

Sheng Wang, Zihao Zhao, Lichi Zhang, Dinggang Shen, Qian Wang; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:266-279

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Discussion and recommendations from the 2023 "Gaze Meets ML" workshop breakout session

Alexandros Karargyris, Shuaib Ahmed, Anthony Ryan de Belen, Bonny Banerjee, Timur Ibrayev, Satyananda Kashyap, Elizabeth Krupinski, Chenyi Kuang, Paul Madu, Amarachi Madu, Silvia Makowski, Athul Mathew, Tim Rolff, Bert Shi, Joy Wu, Dario Zanca; Proceedings of The 2nd Gaze Meets ML workshop, PMLR 226:280-288

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