Iuliia Kotseruba

Iuliia Kotseruba

York University

H-index: 16

North America-Canada

About Iuliia Kotseruba

Iuliia Kotseruba, With an exceptional h-index of 16 and a recent h-index of 15 (since 2020), a distinguished researcher at York University, specializes in the field of Computer Vision, Visual Attention, Cognitive Systems, AI, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction

Data Limitations for Modeling Top-Down Effects on Drivers' Attention

Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation

Driving SMARTS Competition at NeurIPS 2022: Insights and Outcome

Intend-Wait-Perceive-Cross: Exploring the Effects of Perceptual Limitations on Pedestrian Decision-Making

Pedformer: Pedestrian behavior prediction via cross-modal attention modulation and gated multitask learning

Neurips 2022 competition: Driving smarts

Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms and Datasets

Iuliia Kotseruba Information

University

Position

PhD Candidate

Citations(all)

2146

Citations(since 2020)

1987

Cited By

719

hIndex(all)

16

hIndex(since 2020)

15

i10Index(all)

22

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Iuliia Kotseruba Skills & Research Interests

Computer Vision

Visual Attention

Cognitive Systems

AI

Deep Learning

Top articles of Iuliia Kotseruba

SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction

arXiv preprint arXiv:2404.08756

2024/4/12

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

Data Limitations for Modeling Top-Down Effects on Drivers' Attention

arXiv preprint arXiv:2404.08749

2024/4/12

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation

arXiv preprint arXiv:2310.09275

2023/10/13

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

Intend-Wait-Perceive-Cross: Exploring the Effects of Perceptual Limitations on Pedestrian Decision-Making

2023/7/27

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

Pedformer: Pedestrian behavior prediction via cross-modal attention modulation and gated multitask learning

2023/5/29

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms and Datasets

IEEE Transactions on Intelligent Transportation Systems

2022/7

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

Intend-wait-cross: Towards modeling realistic pedestrian crossing behavior

2022/6/4

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

Industry and Academic Research in Computer Vision

arXiv preprint arXiv:2107.04902

2021/7/10

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

Manos Papagelis
Manos Papagelis

H-Index: 10

Behavioral research and practical models of drivers' attention

arXiv preprint arXiv:2104.05677

2021/4/12

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

On the control of attentional processes in vision

Cortex

2021/4/1

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

Benchmark for Evaluating Pedestrian Action Prediction

2021

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

Do they want to cross? Understanding pedestrian intention for behavior prediction

2020/10/19

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

40 years of cognitive architectures: core cognitive abilities and practical applications

Artificial Intelligence Review

2020

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

See List of Professors in Iuliia Kotseruba University(York University)

Co-Authors

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