Iuliia Kotseruba

45 papers A* 3A 3B 1C 7Journal 26Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
SNAP: A Benchmark for Testing the Effects of Capture Conditions on Fundamental Vision Tasks.
CoRR
Iuliia Kotseruba, John K. Tsotsos
2024 C conf
Data Limitations for Modeling Top-Down Effects on Drivers' Attention.
IV
Iuliia Kotseruba, John K. Tsotsos
2024 J jnl
Data Limitations for Modeling Top-Down Effects on Drivers' Attention.
CoRR
Iuliia Kotseruba, John K. Tsotsos
2024 C conf
Diving Deeper Into Pedestrian Behavior Understanding: Intention Estimation, Action Prediction, and Event Risk Assessment.
IV
Amir Rasouli, Iuliia Kotseruba
2024 J jnl
Diving Deeper Into Pedestrian Behavior Understanding: Intention Estimation, Action Prediction, and Event Risk Assessment.
CoRR
Amir Rasouli, Iuliia Kotseruba
2024 C conf
SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction.
IV
Iuliia Kotseruba, John K. Tsotsos
2024 J jnl
SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction.
CoRR
Iuliia Kotseruba, John K. Tsotsos
2024 C conf
Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation.
IV
Iuliia Kotseruba, John K. Tsotsos
2023 C conf
Intend-Wait-Perceive-Cross: Exploring the Effects of Perceptual Limitations on Pedestrian Decision-Making.
IV
Iuliia Kotseruba, Amir Rasouli
2023 J jnl
Intend-Wait-Perceive-Cross: Exploring the Effects of Perceptual Limitations on Pedestrian Decision-Making.
CoRR
Iuliia Kotseruba, Amir Rasouli
2023 A* conf
PedFormer: Pedestrian Behavior Prediction via Cross-Modal Attention Modulation and Gated Multitask Learning.
ICRA
Amir Rasouli, Iuliia Kotseruba
2023 J jnl
Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation.
CoRR
Iuliia Kotseruba, John K. Tsotsos
2022 J jnl
Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms and Datasets.
IEEE Trans. Intell. Transp. Syst.
Iuliia Kotseruba, John K. Tsotsos
2022 C conf
Intend-Wait-Cross: Towards Modeling Realistic Pedestrian Crossing Behavior.
IV
Amir Rasouli, Iuliia Kotseruba
2022 J jnl
Intend-Wait-Cross: Towards Modeling Realistic Pedestrian Crossing Behavior.
CoRR
Amir Rasouli, Iuliia Kotseruba
2022 J jnl
NeurIPS 2022 Competition: Driving SMARTS.
CoRR
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
2022 J jnl
PedFormer: Pedestrian Behavior Prediction via Cross-Modal Attention Modulation and Gated Multitask Learning.
CoRR
Amir Rasouli, Iuliia Kotseruba
2021 J jnl
Behavioral Research and Practical Models of Drivers' Attention.
CoRR
Iuliia Kotseruba, John K. Tsotsos
2021 A conf
Benchmark for Evaluating Pedestrian Action Prediction.
WACV
Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos
2021 — conf
Driving SMARTS Competition at NeurIPS 2022: Insights and Outcome.
NeurIPS (Competition and Demos)
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
2021 J jnl
Industry and Academic Research in Computer Vision.
CoRR
Iuliia Kotseruba, Manos Papagelis, John K. Tsotsos
2021 J jnl
On the Control of Attentional Processes in Vision.
CoRR
John K. Tsotsos, Omar Abid, Iuliia Kotseruba, Markus D. Solbach
2020 J jnl
40 years of cognitive architectures: core cognitive abilities and practical applications.
Artif. Intell. Rev.
Iuliia Kotseruba, John K. Tsotsos
2020 J jnl
Do Saliency Models Detect Odd-One-Out Targets? New Datasets and Evaluations.
CoRR
Iuliia Kotseruba, Calden Wloka, Amir Rasouli, John K. Tsotsos
2020 C conf
Do They Want to Cross? Understanding Pedestrian Intention for Behavior Prediction.
IV
Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos
2020 J jnl
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs.
CoRR
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2019 J jnl
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision.
CoRR
John K. Tsotsos, Iuliia Kotseruba, Alexander Andreopoulos, Yulong Wu
2019 A conf
Do Saliency Models Detect Odd-One-Out Targets? New Datasets and Evaluations.
BMVC
Iuliia Kotseruba, Calden Wloka, Amir Rasouli, John K. Tsotsos
2019 J jnl
Early Salient Region Selection Does Not Drive Rapid Visual Categorization.
CoRR
John K. Tsotsos, Iuliia Kotseruba, Calden Wloka
2019 A* conf
PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction.
ICCV
Amir Rasouli, Iuliia Kotseruba, Toni Kunic, John K. Tsotsos
2019 A conf
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs.
BMVC
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2019 — conf
Why Does Data-Driven Beat Theory-Driven Computer Vision?
ICCV Workshops
John K. Tsotsos, Iuliia Kotseruba, Alexander Andreopoulos, Yulong Wu
2018 A* conf
Active Fixation Control to Predict Saccade Sequences.
CVPR
Calden Wloka, Iuliia Kotseruba, John K. Tsotsos
2018 — conf
It's Not All About Size: On the Role of Data Properties in Pedestrian Detection.
ECCV Workshops (1)
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2018 J jnl
SMILER: Saliency Model Implementation Library for Experimental Research.
CoRR
Calden Wloka, Toni Kunic, Iuliia Kotseruba, Ramin Fahimi, Nicholas Frosst, Neil D. B. Bruce, John K. Tsotsos
2018 — conf
Towards Social Autonomous Vehicles: Understanding Pedestrian-Driver Interactions.
ITSC
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2018 J jnl
Understanding Pedestrian Behavior in Complex Traffic Scenes.
IEEE Trans. Intell. Veh.
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2018 J jnl
Visual Attention and its Intimate Links to Spatial Cognition.
CoRR
John K. Tsotsos, Iuliia Kotseruba, Amir Rasouli, Markus D. Solbach
2017 J jnl
Agreeing to Cross: How Drivers and Pedestrians Communicate.
CoRR
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2017 B conf
Agreeing to cross: How drivers and pedestrians communicate.
Intelligent Vehicles Symposium
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2017 — conf
Are They Going to Cross? A Benchmark Dataset and Baseline for Pedestrian Crosswalk Behavior.
ICCV Workshops
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
2017 J jnl
STAR-RT: Visual attention for real-time video game playing.
CoRR
Iuliia Kotseruba, John K. Tsotsos
2017 J jnl
Saccade Sequence Prediction: Beyond Static Saliency Maps.
CoRR
Calden Wloka, Iuliia Kotseruba, John K. Tsotsos
2016 J jnl
A Review of 40 Years of Cognitive Architecture Research: Focus on Perception, Attention, Learning and Applications.
CoRR
Iuliia Kotseruba, Oscar J. Avella Gonzalez, John K. Tsotsos
2016 J jnl
Joint Attention in Autonomous Driving (JAAD).
CoRR
Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos