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Iuliia Kotseruba
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- affiliation: York University, Toronto, Canada
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2020 – today
- 2024
- [c19]Iuliia Kotseruba, John K. Tsotsos
:
Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation. IV 2024: 1337-1344 - [c18]Iuliia Kotseruba, John K. Tsotsos
Data Limitations for Modeling Top-Down Effects on Drivers' Attention. IV 2024: 1345-1352 - [c17]Amir Rasouli, Iuliia Kotseruba:
Diving Deeper Into Pedestrian Behavior Understanding: Intention Estimation, Action Prediction, and Event Risk Assessment. IV 2024: 1381-1388 - [c16]Iuliia Kotseruba, John K. Tsotsos
SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction. IV 2024: 1927-1932 - [i22]Iuliia Kotseruba, John K. Tsotsos
Data Limitations for Modeling Top-Down Effects on Drivers' Attention. CoRR abs/2404.08749 (2024) - [i21]Iuliia Kotseruba, John K. Tsotsos
SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction. CoRR abs/2404.08756 (2024) - [i20]Amir Rasouli, Iuliia Kotseruba:
Diving Deeper Into Pedestrian Behavior Understanding: Intention Estimation, Action Prediction, and Event Risk Assessment. CoRR abs/2407.00446 (2024) - 2023
- [c15]Amir Rasouli, Iuliia Kotseruba:
PedFormer: Pedestrian Behavior Prediction via Cross-Modal Attention Modulation and Gated Multitask Learning. ICRA 2023: 9844-9851 - [c14]Iuliia Kotseruba, Amir Rasouli:
Intend-Wait-Perceive-Cross: Exploring the Effects of Perceptual Limitations on Pedestrian Decision-Making. IV 2023: 1-6 - [i19]Iuliia Kotseruba, Amir Rasouli:
Intend-Wait-Perceive-Cross: Exploring the Effects of Perceptual Limitations on Pedestrian Decision-Making. CoRR abs/2302.03816 (2023) - [i18]Iuliia Kotseruba, John K. Tsotsos
Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation. CoRR abs/2310.09275 (2023) - 2022
- [j3]Iuliia Kotseruba
Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms and Datasets. IEEE Trans. Intell. Transp. Syst. 23(11): 19907-19928 (2022) - [c13]Amir Rasouli, Iuliia Kotseruba:
Intend-Wait-Cross: Towards Modeling Realistic Pedestrian Crossing Behavior. IV 2022: 83-90 - [i17]Amir Rasouli, Iuliia Kotseruba:
Intend-Wait-Cross: Towards Modeling Realistic Pedestrian Crossing Behavior. CoRR abs/2203.07324 (2022) - [i16]Amir Rasouli, Iuliia Kotseruba:
PedFormer: Pedestrian Behavior Prediction via Cross-Modal Attention Modulation and Gated Multitask Learning. CoRR abs/2210.07886 (2022) - [i15]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
NeurIPS 2022 Competition: Driving SMARTS. CoRR abs/2211.07545 (2022) - 2021
- [c12]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: 73-84 - [c11]Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos
Benchmark for Evaluating Pedestrian Action Prediction. WACV 2021: 1257-1267 - [i14]John K. Tsotsos, Omar Abid, Iuliia Kotseruba, Markus D. Solbach:
On the Control of Attentional Processes in Vision. CoRR abs/2101.01533 (2021) - [i13]Iuliia Kotseruba, John K. Tsotsos:
Behavioral Research and Practical Models of Drivers' Attention. CoRR abs/2104.05677 (2021) - [i12]Iuliia Kotseruba, Manos Papagelis, John K. Tsotsos:
Industry and Academic Research in Computer Vision. CoRR abs/2107.04902 (2021) - 2020
- [j2]Iuliia Kotseruba
40 years of cognitive architectures: core cognitive abilities and practical applications. Artif. Intell. Rev. 53(1): 17-94 (2020) - [c10]Iuliia Kotseruba, Amir Rasouli
Do They Want to Cross? Understanding Pedestrian Intention for Behavior Prediction. IV 2020: 1688-1693 - [i11]Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos:
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs. CoRR abs/2005.06582 (2020) - [i10]Iuliia Kotseruba, Calden Wloka, Amir Rasouli, John K. Tsotsos:
Do Saliency Models Detect Odd-One-Out Targets? New Datasets and Evaluations. CoRR abs/2005.06583 (2020)
2010 – 2019
- 2019
- [c9]Iuliia Kotseruba, Calden Wloka, Amir Rasouli, John K. Tsotsos:
Do Saliency Models Detect Odd-One-Out Targets? New Datasets and Evaluations. BMVC 2019: 137 - [c8]Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos:
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs. BMVC 2019: 171 - [c7]Amir Rasouli
PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction. ICCV 2019: 6261-6270 - [c6]John K. Tsotsos
Why Does Data-Driven Beat Theory-Driven Computer Vision? ICCV Workshops 2019: 2057-2060 - [i9]John K. Tsotsos, Iuliia Kotseruba, Calden Wloka:
Early Salient Region Selection Does Not Drive Rapid Visual Categorization. CoRR abs/1901.04908 (2019) - [i8]John K. Tsotsos, Iuliia Kotseruba, Alexander Andreopoulos, Yulong Wu:
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision. CoRR abs/1908.10933 (2019) - 2018
- [j1]Amir Rasouli
Understanding Pedestrian Behavior in Complex Traffic Scenes. IEEE Trans. Intell. Veh. 3(1): 61-70 (2018) - [c5]Calden Wloka, Iuliia Kotseruba, John K. Tsotsos
Active Fixation Control to Predict Saccade Sequences. CVPR 2018: 3184-3193 - [c4]Amir Rasouli
It's Not All About Size: On the Role of Data Properties in Pedestrian Detection. ECCV Workshops (1) 2018: 210-225 - [c3]Amir Rasouli
Towards Social Autonomous Vehicles: Understanding Pedestrian-Driver Interactions. ITSC 2018: 729-734 - [i7]John K. Tsotsos, Iuliia Kotseruba, Amir Rasouli, Markus D. Solbach:
Visual Attention and its Intimate Links to Spatial Cognition. CoRR abs/1806.11530 (2018) - [i6]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 abs/1812.08848 (2018) - 2017
- [c2]Amir Rasouli
Are They Going to Cross? A Benchmark Dataset and Baseline for Pedestrian Crosswalk Behavior. ICCV Workshops 2017: 206-213 - [c1]Amir Rasouli
Agreeing to cross: How drivers and pedestrians communicate. Intelligent Vehicles Symposium 2017: 264-269 - [i5]Amir Rasouli, Iuliia Kotseruba, John K. Tsotsos:
Agreeing to Cross: How Drivers and Pedestrians Communicate. CoRR abs/1702.03555 (2017) - [i4]Iuliia Kotseruba, John K. Tsotsos:
STAR-RT: Visual attention for real-time video game playing. CoRR abs/1711.09464 (2017) - [i3]Calden Wloka, Iuliia Kotseruba, John K. Tsotsos:
Saccade Sequence Prediction: Beyond Static Saliency Maps. CoRR abs/1711.10959 (2017) - 2016
- [i2]Iuliia Kotseruba, Amir Rasouli, John K. Tsotsos:
Joint Attention in Autonomous Driving (JAAD). CoRR abs/1609.04741 (2016) - [i1]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 abs/1610.08602 (2016)
Coauthor Index
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last updated on 2024-10-07 22:20 CEST by the dblp team
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