A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos

Author:

Özdel Süleyman1ORCID,Rong Yao2ORCID,Albaba Berat Mert3ORCID,Kuo Yen-Ling4ORCID,Wang Xi5ORCID,Kasneci Enkelejda1ORCID

Affiliation:

1. Human-Centered Technologies for Learning, Technical University of Munich, Germany

2. Technical University of Munich, Germany

3. Department of Computer Science/AIT Lab, ETH Zürich, Switzerland

4. Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, United States

5. Department of Computer Science, ETH, Switzerland

Publisher

ACM

Reference36 articles.

1. MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning

2. Sequence labelling and sequence classification with gaze: Novel uses of eye‐tracking data for Natural Language Processing

3. Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset

4. Lili Chen, Kevin Lu, Aravind Rajeswaran, Kimin Lee, Aditya Grover, Misha Laskin, Pieter Abbeel, Aravind Srinivas, and Igor Mordatch. 2021. Decision transformer: Reinforcement learning via sequence modeling. Advances in neural information processing systems 34 (2021), 15084–15097.

5. ImageNet: A large-scale hierarchical image database

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