Iuliia Kotseruba

According to our database, Iuliia Kotseruba authored at least 31 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

Iuliia Kotseruba, John K. Tsotsos

CoRR, 2023

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

Iuliia Kotseruba, Amir Rasouli

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

PedFormer: Pedestrian Behavior Prediction via Cross-Modal Attention Modulation and Gated Multitask Learning.

Amir Rasouli, Iuliia Kotseruba

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022

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

Iuliia Kotseruba, John K. Tsotsos

IEEE Trans. Intell. Transp. Syst., 2022

NeurIPS 2022 Competition: Driving SMARTS.

Amir Rasouli, Randy Goebel, Matthew E. Taylor, Iuliia Kotseruba, Soheil Alizadeh, Tianpei Yang, Montgomery Alban, Florian Shkurti, Yuzheng Zhuang, Adam Scibior, Kasra Rezaee, Animesh Garg, David Meger, Jun Luo, Liam Paull, Weinan Zhang, Xinyu Wang, Xi Chen

CoRR, 2022

Intend-Wait-Cross: Towards Modeling Realistic Pedestrian Crossing Behavior.

Amir Rasouli, Iuliia Kotseruba

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

2021

Industry and Academic Research in Computer Vision.

Iuliia Kotseruba, Manos Papagelis, John K. Tsotsos

CoRR, 2021

Behavioral Research and Practical Models of Drivers' Attention.

Iuliia Kotseruba, John K. Tsotsos

CoRR, 2021

On the Control of Attentional Processes in Vision.

John K. Tsotsos, Omar Abid, Iuliia Kotseruba, Markus D. Solbach

CoRR, 2021

Benchmark for Evaluating Pedestrian Action Prediction.

Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Driving SMARTS Competition at NeurIPS 2022: Insights and Outcome.

Amir Rasouli, Soheil Alizadeh, Iuliia Kotseruba, Yi Ma, Hebin Liang, Yuan Tian, Zhiyu Huang, Haochen Liu, Jingda Wu, Randy Goebel, Tianpei Yang, Matthew E. Taylor, Liam Paull, Xi Chen

Proceedings of the NeurIPS 2022 Competition Track, 2021

2020

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

Iuliia Kotseruba, John K. Tsotsos

Artif. Intell. Rev., 2020

Do They Want to Cross? Understanding Pedestrian Intention for Behavior Prediction.

Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

2019

A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision.

John K. Tsotsos, Iuliia Kotseruba, Alexander Andreopoulos, Yulong Wu

CoRR, 2019

Early Salient Region Selection Does Not Drive Rapid Visual Categorization.

John K. Tsotsos, Iuliia Kotseruba, Calden Wloka

CoRR, 2019

Why Does Data-Driven Beat Theory-Driven Computer Vision?

John K. Tsotsos, Iuliia Kotseruba, Alexander Andreopoulos, Yulong Wu

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction.

Amir Rasouli, Iuliia Kotseruba, Toni Kunic, John K. Tsotsos

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs.

Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos

Proceedings of the 30th British Machine Vision Conference 2019, 2019

Do Saliency Models Detect Odd-One-Out Targets? New Datasets and Evaluations.

Iuliia Kotseruba, Calden Wloka, Amir Rasouli, John K. Tsotsos

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Understanding Pedestrian Behavior in Complex Traffic Scenes.

Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos

IEEE Trans. Intell. Veh., 2018

SMILER: Saliency Model Implementation Library for Experimental Research.

Calden Wloka, Toni Kunic, Iuliia Kotseruba, Ramin Fahimi, Nicholas Frosst, Neil D. B. Bruce, John K. Tsotsos

CoRR, 2018

Visual Attention and its Intimate Links to Spatial Cognition.

John K. Tsotsos, Iuliia Kotseruba, Amir Rasouli, Markus D. Solbach

CoRR, 2018

Towards Social Autonomous Vehicles: Understanding Pedestrian-Driver Interactions.

Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

It's Not All About Size: On the Role of Data Properties in Pedestrian Detection.

Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Active Fixation Control to Predict Saccade Sequences.

Calden Wloka, Iuliia Kotseruba, John K. Tsotsos

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Saccade Sequence Prediction: Beyond Static Saliency Maps.

Calden Wloka, Iuliia Kotseruba, John K. Tsotsos

CoRR, 2017

STAR-RT: Visual attention for real-time video game playing.

Iuliia Kotseruba, John K. Tsotsos

CoRR, 2017

Agreeing to cross: How drivers and pedestrians communicate.

Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Are They Going to Cross? A Benchmark Dataset and Baseline for Pedestrian Crosswalk Behavior.

Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Joint Attention in Autonomous Driving (JAAD).

Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos

CoRR, 2016

A Review of 40 Years of Cognitive Architecture Research: Focus on Perception, Attention, Learning and Applications.

Iuliia Kotseruba, Oscar J. Avella Gonzalez, John K. Tsotsos

CoRR, 2016