Jana Kosecka

Jana Kosecka

George Mason University

H-index: 52

North America-United States

About Jana Kosecka

Jana Kosecka, With an exceptional h-index of 52 and a recent h-index of 28 (since 2020), a distinguished researcher at George Mason University, specializes in the field of Computer Vision, Robotics, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Self-supervised pre-training for semantic segmentation in an indoor scene

Q-GroundCAM: Quantifying Grounding in Vision Language Models via GradCAM

Beyond Image-Text Matching: Verb Understanding in Multimodal Transformers Using Guided Masking

Fingerspelling PoseNet: Enhancing Fingerspelling Translation with Pose-Based Transformer Models

Labeling Indoor Scenes with Fusion of Out-of-the-Box Perception Models

U2rle: Uncertainty-guided 2-stage room layout estimation

Learning-augmented model-based planning for visual exploration

Towards Grounded Visual Spatial Reasoning in Multi-Modal Vision Language Models

Jana Kosecka Information

University

Position

___

Citations(all)

12897

Citations(since 2020)

4818

Cited By

9925

hIndex(all)

52

hIndex(since 2020)

28

i10Index(all)

106

i10Index(since 2020)

61

Email

University Profile Page

George Mason University

Google Scholar

View Google Scholar Profile

Jana Kosecka Skills & Research Interests

Computer Vision

Robotics

Artificial Intelligence

Top articles of Jana Kosecka

Title

Journal

Author(s)

Publication Date

Self-supervised pre-training for semantic segmentation in an indoor scene

Sulabh Shrestha

Yimeng Li

Jana Košecká

2024

Q-GroundCAM: Quantifying Grounding in Vision Language Models via GradCAM

arXiv preprint arXiv:2404.19128

Navid Rajabi

Jana Kosecka

2024/4/29

Beyond Image-Text Matching: Verb Understanding in Multimodal Transformers Using Guided Masking

arXiv preprint arXiv:2401.16575

Ivana Beňová

Jana Košecká

Michal Gregor

Martin Tamajka

Marcel Veselý

...

2024/1/29

Fingerspelling PoseNet: Enhancing Fingerspelling Translation with Pose-Based Transformer Models

Pooya Fayyazsanavi

Negar Nejatishahidin

Jana Košecká

2024

Labeling Indoor Scenes with Fusion of Out-of-the-Box Perception Models

Yimeng Li

Navid Rajabi

Sulabh Shrestha

Reza Alimoor

Jana Košecká

2024

U2rle: Uncertainty-guided 2-stage room layout estimation

Pooya Fayyazsanavi

Zhiqiang Wan

Will Hutchcroft

Ivaylo Boyadzhiev

Yuguang Li

...

2023

Learning-augmented model-based planning for visual exploration

Yimeng Li

Arnab Debnath

Gregory J Stein

Jana Košecká

2023/10/1

Towards Grounded Visual Spatial Reasoning in Multi-Modal Vision Language Models

arXiv preprint arXiv:2308.09778

Navid Rajabi

Jana Kosecka

2023/8/18

Synthetic smartwatch imu data generation from in-the-wild asl videos

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Panneer Selvam Santhalingam

Parth Pathak

Huzefa Rangwala

Jana Kosecka

2023/6/12

Graph-covis: Gnn-based multi-view panorama global pose estimation

Negar Nejatishahidin

Will Hutchcroft

Manjunath Narayana

Ivaylo Boyadzhiev

Yuguang Li

...

2023

Uncertainty aware proposal segmentation for unknown object detection

Yimeng Li

Jana Košecká

2022

Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal Navigation

Yimeng Li

Arnab Debnath

Gregory J Stein

Jana Kosecka

2022/12/15

Object pose estimation using mid-level visual representations

Negar Nejatishahidin

Pooya Fayyazsanavi

Jana Košecka

2022/10/23

Using Unmanned Aerial Systems (UAS) for Assessing and Monitoring Fall Hazard Prevention Systems in High-rise Building Projects

arXiv preprint arXiv:2209.13137

Yimeng Li

Behzad Esmaeili

Masoud Gheisari

Jana Kosecka

Abbas Rashidi

2022/9/27

Message from the Program Chairs: 3DV 2022

Angela Dai

Jana Kosecka

Gin Hee Lee

Konrad Schindler

2022/9/12

Improving Sign Video Modeling Using Graph Neural Network

Huzefa Rangwala

Jana Košecká

2021/12/15

SLAW: scaled loss approximate weighting for efficient multi-task learning

arXiv preprint arXiv:2109.08218

Michael Crawshaw

Jana Košecká

2021/9/16

Diverse knowledge distillation (dkd): A solution for improving the robustness of ensemble models against adversarial attacks

Ali Mirzaeian

Jana Kosecka

Houman Homayoun

Tinoosh Mohsenin

Avesta Sasan

2021/4/7

Hand pose guided 3d pooling for word-level sign language recognition

Al Amin Hosain

Panneer Selvam Santhalingam

Parth Pathak

Huzefa Rangwala

Jana Kosecka

2021

Learning view and target invariant visual servoing for navigation

Yimeng Li

Jana Košecka

2020/5/31

See List of Professors in Jana Kosecka University(George Mason University)