Search Results for author: Sounak Mondal

Found 3 papers, 3 papers with code

Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention

1 code implementation CVPR 2023 Sounak Mondal, Zhibo Yang, Seoyoung Ahn, Dimitris Samaras, Gregory Zelinsky, Minh Hoai

In response, we pose a new task called ZeroGaze, a new variant of zero-shot learning where gaze is predicted for never-before-searched objects, and we develop a novel model, Gazeformer, to solve the ZeroGaze problem.

Gaze Prediction Language Modelling +2

Unifying Top-down and Bottom-up Scanpath Prediction Using Transformers

1 code implementation16 Mar 2023 Zhibo Yang, Sounak Mondal, Seoyoung Ahn, Ruoyu Xue, Gregory Zelinsky, Minh Hoai, Dimitris Samaras

Most models of visual attention aim at predicting either top-down or bottom-up control, as studied using different visual search and free-viewing tasks.

Scanpath prediction

Target-absent Human Attention

1 code implementation4 Jul 2022 Zhibo Yang, Sounak Mondal, Seoyoung Ahn, Gregory Zelinsky, Minh Hoai, Dimitris Samaras

In this paper, we propose the first data-driven computational model that addresses the search-termination problem and predicts the scanpath of search fixations made by people searching for targets that do not appear in images.

Imitation Learning

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