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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
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
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
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
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
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
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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