Abhinav Valada

Abhinav Valada

Albert-Ludwigs-Universität Freiburg

H-index: 28

Europe-Germany

About Abhinav Valada

Abhinav Valada, With an exceptional h-index of 28 and a recent h-index of 27 (since 2020), a distinguished researcher at Albert-Ludwigs-Universität Freiburg, specializes in the field of Robotics, Machine Learning, Computer Vision, Artificial Intelligence.

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

BEVCar: Camera-Radar Fusion for BEV Map and Object Segmentation

Self-supervised representation learning from temporal ordering of automated driving sequences

Centergrasp: Object-aware implicit representation learning for simultaneous shape reconstruction and 6-dof grasp estimation

Language-Grounded Dynamic Scene Graphs for Interactive Object Search with Mobile Manipulation

Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation

Evaluation of a Smart Mobile Robotic System for Industrial Plant Inspection and Supervision

PseudoTouch: Efficiently Imaging the Surface Feel of Objects for Robotic Manipulation

Automatic Target-Less Camera-LiDAR Calibration From Motion and Deep Point Correspondences

Abhinav Valada Information

University

Position

Assistant Professor of Robot Learning

Citations(all)

3285

Citations(since 2020)

2975

Cited By

1116

hIndex(all)

28

hIndex(since 2020)

27

i10Index(all)

51

i10Index(since 2020)

45

Email

University Profile Page

Albert-Ludwigs-Universität Freiburg

Google Scholar

View Google Scholar Profile

Abhinav Valada Skills & Research Interests

Robotics

Machine Learning

Computer Vision

Artificial Intelligence

Top articles of Abhinav Valada

Title

Journal

Author(s)

Publication Date

BEVCar: Camera-Radar Fusion for BEV Map and Object Segmentation

arXiv preprint arXiv:2403.11761

Jonas Schramm

Niclas Vödisch

Kürsat Petek

B Ravi Kiran

Senthil Yogamani

...

2024/3/18

Self-supervised representation learning from temporal ordering of automated driving sequences

IEEE Robotics and Automation Letters

Christopher Lang

Alexander Braun

Lars Schillingmann

Karsten Haug

Abhinav Valada

2024

Centergrasp: Object-aware implicit representation learning for simultaneous shape reconstruction and 6-dof grasp estimation

IEEE Robotics and Automation Letters

Eugenio Chisari

Nick Heppert

Tim Welschehold

Wolfram Burgard

Abhinav Valada

2024/4/15

Language-Grounded Dynamic Scene Graphs for Interactive Object Search with Mobile Manipulation

arXiv preprint arXiv:2403.08605

Daniel Honerkamp

Martin Buchner

Fabien Despinoy

Tim Welschehold

Abhinav Valada

2024/3/13

Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation

Abdelrhman Werby

Chenguang Huang

Martin Büchner

Abhinav Valada

Wolfram Burgard

2024/3/26

Evaluation of a Smart Mobile Robotic System for Industrial Plant Inspection and Supervision

arXiv preprint arXiv:2402.07691

Georg KJ Fischer

Max Bergau

D Adriana Gómez-Rosal

Andreas Wachaja

Johannes Gräter

...

2024/2/12

PseudoTouch: Efficiently Imaging the Surface Feel of Objects for Robotic Manipulation

arXiv preprint arXiv:2403.15107

Adrian Röfer

Nick Heppert

Abdallah Ayman

Eugenio Chisari

Abhinav Valada

2024/3/22

Automatic Target-Less Camera-LiDAR Calibration From Motion and Deep Point Correspondences

arXiv preprint arXiv:2404.17298

Kürsat Petek

Niclas Vödisch

Johannes Meyer

Daniele Cattaneo

Abhinav Valada

...

2024/4/26

DITTO: Demonstration Imitation by Trajectory Transformation

arXiv preprint arXiv:2403.15203

Nick Heppert

Max Argus

Tim Welschehold

Thomas Brox

Abhinav Valada

2024/3/22

CMRNext: Camera to LiDAR Matching in the Wild for Localization and Extrinsic Calibration

arXiv preprint arXiv:2402.00129

Daniele Cattaneo

Abhinav Valada

2024/1/31

CenterArt: Joint Shape Reconstruction and 6-DoF Grasp Estimation of Articulated Objects

arXiv preprint arXiv:2404.14968

Sassan Mokhtar

Eugenio Chisari

Nick Heppert

Abhinav Valada

2024/4/23

Bayesian Optimization for Sample-Efficient Policy Improvement in Robotic Manipulation

arXiv preprint arXiv:2403.14305

Adrian Röfer

Iman Nematollahi

Tim Welschehold

Wolfram Burgard

Abhinav Valada

2024/3/21

Panoptic Out-of-Distribution Segmentation

IEEE Robotics and Automation Letters

Rohit Mohan

Kiran Kumaraswamy

Juana Valeria Hurtado

Kürsat Petek

Abhinav Valada

2024/3/8

A Point-Based Approach to Efficient LiDAR Multi-Task Perception

arXiv preprint arXiv:2404.12798

Christopher Lang

Alexander Braun

Lars Schillingmann

Abhinav Valada

2024/4/19

Learning and Aggregating Lane Graphs for Urban Automated Driving

Martin Büchner

Jannik Zürn

Ion-George Todoran

Abhinav Valada

Wolfram Burgard

2023

The Treachery of Images: Bayesian Scene Keypoints for Deep Policy Learning in Robotic Manipulation

IEEE Robotics and Automation Letters

Jan Ole von Hartz

Eugenio Chisari

Tim Welschehold

Wolfram Burgard

Joschka Boedecker

...

2023/9/11

Learning long-horizon robot exploration strategies for multi-object search in continuous action spaces

Proceedings of the International Symposium on Robotics Research (ISRR)

Fabian Schmalstieg

Daniel Honerkamp

Tim Welschehold

Abhinav Valada

2022

Collaborative Dynamic 3D Scene Graphs for Automated Driving

arXiv preprint arXiv:2309.06635

Elias Greve

Martin Büchner

Niclas Vödisch

Wolfram Burgard

Abhinav Valada

2023/9/12

Online Estimation of Articulated Objects with Factor Graphs using Vision and Proprioceptive Sensing

arXiv preprint arXiv:2309.16343

Russell Buchanan

Adrian Röfer

João Moura

Abhinav Valada

Sethu Vijayakumar

2023/9/28

SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images

Nikhil Gosala

Kürsat Petek

Paulo LJ Drews-Jr

Wolfram Burgard

Abhinav Valada

2023

See List of Professors in Abhinav Valada University(Albert-Ludwigs-Universität Freiburg)

Co-Authors

H-index: 132
Wolfram Burgard

Wolfram Burgard

Albert-Ludwigs-Universität Freiburg

H-index: 101
Thomas Brox

Thomas Brox

Albert-Ludwigs-Universität Freiburg

H-index: 82
Frank Hutter

Frank Hutter

Albert-Ludwigs-Universität Freiburg

H-index: 71
Robert Babuska

Robert Babuska

Technische Universiteit Delft

H-index: 66
Michael Beetz

Michael Beetz

Universität Bremen

H-index: 46
John M. Dolan

John M. Dolan

Carnegie Mellon University

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