Petra Poklukar

About Petra Poklukar

Petra Poklukar, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Kungliga Tekniska högskolan, specializes in the field of Machine Learning, Mathematics.

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

Hyperbolic Delaunay Geometric Alignment

Augment-Connect-Explore: a Paradigm for Visual Action Planning with Data Scarcity

Enabling visual action planning for object manipulation through latent space roadmap

Geometric Multimodal Contrastive Representation Learning

Delaunay Component Analysis for Evaluation of Data Representations

GraphDCA--a Framework for Node Distribution Comparison in Real and Synthetic Graphs

Learning and Evaluating the Geometric Structure of Representation Spaces

GraphDCA - a Framework for Node Distribution Comparison in Real and Synthetic Graphs

Petra Poklukar Information

University

Position

PhD Student

Citations(all)

172

Citations(since 2020)

172

Cited By

18

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Petra Poklukar Skills & Research Interests

Machine Learning

Mathematics

Top articles of Petra Poklukar

Hyperbolic Delaunay Geometric Alignment

arXiv preprint arXiv:2404.08608

2024/4/12

Augment-Connect-Explore: a Paradigm for Visual Action Planning with Data Scarcity

2022/10/23

Enabling visual action planning for object manipulation through latent space roadmap

IEEE Transactions on Robotics

2022/7/20

Geometric Multimodal Contrastive Representation Learning

2022/6/28

Delaunay Component Analysis for Evaluation of Data Representations

2022

GraphDCA--a Framework for Node Distribution Comparison in Real and Synthetic Graphs

arXiv preprint arXiv:2202.03884

2022/2/8

Learning and Evaluating the Geometric Structure of Representation Spaces

2022

Petra Poklukar
Petra Poklukar

H-Index: 3

GraphDCA - a Framework for Node Distribution Comparison in Real and Synthetic Graphs

2022

Training and evaluation of deep policies using reinforcement learning and generative models

arXiv preprint arXiv:2204.08573

2022/4/18

GMC-Geometric Multimodal Contrastive Representation Learning

2022

Batch Curation for Unsupervised Contrastive Representation Learning

arXiv preprint arXiv:2108.08643

2021/8/19

Petra Poklukar
Petra Poklukar

H-Index: 3

Danica Kragic
Danica Kragic

H-Index: 41

GeomCA: Geometric Evaluation of Data Representations

Proceedings of the 38th International Conference on Machine Learning

2021/5/26

Bayesian Meta-Learning for Few-Shot Policy Adaptation Across Robotic Platforms

2021/9/27

Data-efficient visuomotor policy training using reinforcement learning and generative models

arXiv preprint arXiv:2007.13134

2020/7/26

Latent space roadmap for visual action planning of deformable and rigid object manipulation

2020

See List of Professors in Petra Poklukar University(Kungliga Tekniska högskolan)

Co-Authors

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