Iuliia Kotseruba

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 44

Top Topics

Visual Attention

Autonomous Driving

Cognitive Architecture

Top Venues

Publications

Amir Rasouli, Iuliia Kotseruba
Diving Deeper Into Pedestrian Behavior Understanding: Intention Estimation, Action Prediction, and Event Risk Assessment. IV (2024)
Iuliia Kotseruba, John K. Tsotsos
SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction. CoRR (2024)
Iuliia Kotseruba, John K. Tsotsos
Data Limitations for Modeling Top-Down Effects on Drivers' Attention. CoRR (2024)
Iuliia Kotseruba, John K. Tsotsos
SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction. IV (2024)
Amir Rasouli, Iuliia Kotseruba
Diving Deeper Into Pedestrian Behavior Understanding: Intention Estimation, Action Prediction, and Event Risk Assessment. CoRR (2024)
Iuliia Kotseruba, John K. Tsotsos
Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation. IV (2024)
Iuliia Kotseruba, John K. Tsotsos
Data Limitations for Modeling Top-Down Effects on Drivers' Attention. IV (2024)
Iuliia Kotseruba, Amir Rasouli
Intend-Wait-Perceive-Cross: Exploring the Effects of Perceptual Limitations on Pedestrian Decision-Making. CoRR (2023)
Iuliia Kotseruba, John K. Tsotsos
Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation. CoRR (2023)
Amir Rasouli, Iuliia Kotseruba
PedFormer: Pedestrian Behavior Prediction via Cross-Modal Attention Modulation and Gated Multitask Learning. ICRA (2023)
Iuliia Kotseruba, Amir Rasouli
Intend-Wait-Perceive-Cross: Exploring the Effects of Perceptual Limitations on Pedestrian Decision-Making. IV (2023)
Amir Rasouli, Iuliia Kotseruba
Intend-Wait-Cross: Towards Modeling Realistic Pedestrian Crossing Behavior. IV (2022)
Amir Rasouli, Iuliia Kotseruba
PedFormer: Pedestrian Behavior Prediction via Cross-Modal Attention Modulation and Gated Multitask Learning. CoRR (2022)
Iuliia Kotseruba, John K. Tsotsos
Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms and Datasets. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
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
NeurIPS 2022 Competition: Driving SMARTS. CoRR (2022)
Amir Rasouli, Iuliia Kotseruba
Intend-Wait-Cross: Towards Modeling Realistic Pedestrian Crossing Behavior. CoRR (2022)
Iuliia Kotseruba, Manos Papagelis, John K. Tsotsos
Industry and Academic Research in Computer Vision. CoRR (2021)
Iuliia Kotseruba, John K. Tsotsos
Behavioral Research and Practical Models of Drivers' Attention. CoRR (2021)
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
Driving SMARTS Competition at NeurIPS 2022: Insights and Outcome. NeurIPS (Competition and Demos) (2021)
John K. Tsotsos, Omar Abid, Iuliia Kotseruba, Markus D. Solbach
On the Control of Attentional Processes in Vision. CoRR (2021)
Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos
Benchmark for Evaluating Pedestrian Action Prediction. WACV (2021)
Iuliia Kotseruba, John K. Tsotsos
40 years of cognitive architectures: core cognitive abilities and practical applications. Artif. Intell. Rev. 53 (1) (2020)
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs. CoRR (2020)
Iuliia Kotseruba, Calden Wloka, Amir Rasouli, John K. Tsotsos
Do Saliency Models Detect Odd-One-Out Targets? New Datasets and Evaluations. CoRR (2020)
Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos
Do They Want to Cross? Understanding Pedestrian Intention for Behavior Prediction. IV (2020)
John K. Tsotsos, Iuliia Kotseruba, Alexander Andreopoulos, Yulong Wu
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision. CoRR (2019)
John K. Tsotsos, Iuliia Kotseruba, Alexander Andreopoulos, Yulong Wu
Why Does Data-Driven Beat Theory-Driven Computer Vision? ICCV Workshops (2019)
Iuliia Kotseruba, Calden Wloka, Amir Rasouli, John K. Tsotsos
Do Saliency Models Detect Odd-One-Out Targets? New Datasets and Evaluations. BMVC (2019)
John K. Tsotsos, Iuliia Kotseruba, Calden Wloka
Early Salient Region Selection Does Not Drive Rapid Visual Categorization. CoRR (2019)
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs. BMVC (2019)
Amir Rasouli, Iuliia Kotseruba, Toni Kunic, John K. Tsotsos
PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction. ICCV (2019)
Calden Wloka, Toni Kunic, Iuliia Kotseruba, Ramin Fahimi, Nicholas Frosst, Neil D. B. Bruce, John K. Tsotsos
SMILER: Saliency Model Implementation Library for Experimental Research. CoRR (2018)
Calden Wloka, Iuliia Kotseruba, John K. Tsotsos
Active Fixation Control to Predict Saccade Sequences. CVPR (2018)
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
It's Not All About Size: On the Role of Data Properties in Pedestrian Detection. ECCV Workshops (1) (2018)
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
Towards Social Autonomous Vehicles: Understanding Pedestrian-Driver Interactions. ITSC (2018)
John K. Tsotsos, Iuliia Kotseruba, Amir Rasouli, Markus D. Solbach
Visual Attention and its Intimate Links to Spatial Cognition. CoRR (2018)
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
Understanding Pedestrian Behavior in Complex Traffic Scenes. IEEE Trans. Intell. Veh. 3 (1) (2018)
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
Agreeing to cross: How drivers and pedestrians communicate. Intelligent Vehicles Symposium (2017)
Calden Wloka, Iuliia Kotseruba, John K. Tsotsos
Saccade Sequence Prediction: Beyond Static Saliency Maps. CoRR (2017)
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
Are They Going to Cross? A Benchmark Dataset and Baseline for Pedestrian Crosswalk Behavior. ICCV Workshops (2017)
Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos
Agreeing to Cross: How Drivers and Pedestrians Communicate. CoRR (2017)
Iuliia Kotseruba, John K. Tsotsos
STAR-RT: Visual attention for real-time video game playing. CoRR (2017)
Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos
Joint Attention in Autonomous Driving (JAAD). CoRR (2016)
Iuliia Kotseruba, Oscar J. Avella Gonzalez, John K. Tsotsos
A Review of 40 Years of Cognitive Architecture Research: Focus on Perception, Attention, Learning and Applications. CoRR (2016)