User profiles for Z. Bylinskii

Zoya Bylinskii (Gavrilov)

Research Scientist, Adobe
Verified email at adobe.com
Cited by 3905

What do different evaluation metrics tell us about saliency models?

Z Bylinskii, T Judd, A Oliva, A Torralba… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
… Zoya Bylinskii received the BS degree in computer science and statistics from the University
of Toronto, and the MS degree in computer science from MIT under the supervision of …

What makes a visualization memorable?

MA Borkin, AA Vo, Z Bylinskii, P Isola… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
An ongoing debate in the Visualization community concerns the role that visualization types
play in data understanding. In human cognition, understanding and memorability are …

Beyond memorability: Visualization recognition and recall

MA Borkin, Z Bylinskii, NW Kim… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
In this paper we move beyond memorability and investigate how visualizations are recognized
and recalled. For this study we labeled a dataset of 393 visualizations and analyzed the …

[HTML][HTML] Intrinsic and extrinsic effects on image memorability

Z Bylinskii, P Isola, C Bainbridge, A Torralba, A Oliva - Vision research, 2015 - Elsevier
Previous studies have identified that images carry the attribute of memorability, a predictive
value of whether a novel image will be later remembered or forgotten. Here we investigate …

Where should saliency models look next?

Z Bylinskii, A Recasens, A Borji, A Oliva… - Computer Vision–ECCV …, 2016 - Springer
Recently, large breakthroughs have been observed in saliency modeling. The top scores on
saliency benchmarks have become dominated by neural network models of saliency, and …

Learning visual importance for graphic designs and data visualizations

Z Bylinskii, NW Kim, P O'Donovan, S Alsheikh… - Proceedings of the 30th …, 2017 - dl.acm.org
Knowing where people look and click on visual designs can provide clues about how the
designs are perceived, and where the most important or relevant content lies. The most …

[HTML][HTML] Readability research: An interdisciplinary approach

…, S Berlow, E Boucaud, Z Bylinskii… - … and Trends® in …, 2022 - nowpublishers.com
The control provided by digital displays over how visual information is presented to readers
has the potential to improve reading for each and every reader, regardless of ability or …

Realistic saliency guided image enhancement

SMH Miangoleh, Z Bylinskii, E Kee… - Proceedings of the …, 2023 - openaccess.thecvf.com
Common editing operations performed by professional photographers include the cleanup
operations: de-emphasizing distracting elements and enhancing subjects. These edits are …

Bubbleview: an interface for crowdsourcing image importance maps and tracking visual attention

NW Kim, Z Bylinskii, MA Borkin, KZ Gajos… - ACM Transactions on …, 2017 - dl.acm.org
… *NW Kim and Z. Bylinskii contributed equally to this work. This work has been made possible
through support from Google, Xerox, the NSF Graduate Research Fellowship Program, the …

Towards individuated reading experiences: Different fonts increase reading speed for different individuals

S Wallace, Z Bylinskii, J Dobres, B Kerr… - ACM Transactions on …, 2022 - dl.acm.org
In our age of ubiquitous digital displays, adults often read in short, opportunistic interludes. In
this context of Interlude Reading, we consider if manipulating font choice can improve adult …