Iuliia Kotseruba | DeepAI

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∙ 02/08/2023

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

Current research on pedestrian behavior understanding focuses on the dyn...

0 Iuliia Kotseruba, et al. ∙

∙ 11/14/2022

NeurIPS 2022 Competition: Driving SMARTS

Driving SMARTS is a regular competition designed to tackle problems caus...

0 Amir Rasouli, et al. ∙

∙ 10/14/2022

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

Predicting pedestrian behavior is a crucial task for intelligent driving...

0 Amir Rasouli, et al. ∙

∙ 03/14/2022

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

In this paper, we present a microscopic agent-based pedestrian behavior ...

0 Amir Rasouli, et al. ∙

∙ 07/10/2021

Industry and Academic Research in Computer Vision

This work aims to study the dynamic between research in the industry and...

0 Iuliia Kotseruba, et al. ∙

∙ 04/12/2021

Behavioral Research and Practical Models of Drivers' Attention

Driving is a routine activity for many, but it is far from simple. Drive...

2 Iuliia Kotseruba, et al. ∙

∙ 01/05/2021

On the Control of Attentional Processes in Vision

The study of attentional processing in vision has a long and deep histor...

17 John K. Tsotsos, et al. ∙

∙ 05/13/2020

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

Recent advances in the field of saliency have concentrated on fixation p...

29 Iuliia Kotseruba, et al. ∙

∙ 05/13/2020

Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs

One of the major challenges for autonomous vehicles in urban environment...

13 Amir Rasouli, et al. ∙

∙ 08/28/2019

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

Why do some continue to wonder about the success and dominance of deep l...

82 John K. Tsotsos, et al. ∙

∙ 01/15/2019

Early Salient Region Selection Does Not Drive Rapid Visual Categorization

The current dominant visual processing paradigm in both human and machin...

8 John K. Tsotsos, et al. ∙

∙ 12/20/2018

SMILER: Saliency Model Implementation Library for Experimental Research

The Saliency Model Implementation Library for Experimental Research (SMI...

4 Calden Wloka, et al. ∙

∙ 06/29/2018

Visual Attention and its Intimate Links to Spatial Cognition

It is almost universal to regard attention as the facility that permits ...

0 John K. Tsotsos, et al. ∙

∙ 11/29/2017

Saccade Sequence Prediction: Beyond Static Saliency Maps

Visual attention is a field with a considerable history, with eye moveme...

0 Calden Wloka, et al. ∙

∙ 11/26/2017

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

In this paper we present STAR-RT - the first working prototype of Select...

0 Iuliia Kotseruba, et al. ∙

∙ 10/27/2016

A Review of 40 Years of Cognitive Architecture Research: Core Cognitive Abilities and Practical Applications

In this paper we present a broad overview of the last 40 years of resear...

0 Iuliia Kotseruba, et al. ∙

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