Abhinav Valada
Abhinav Valada
Assistant Professor of Robot Learning, University of Freiburg
Verified email at cs.uni-freiburg.de - Homepage
TitleCited byYear
Deep Learning for Human Part Discovery in Images
GL Oliveira, A Valada, C Bollen, W Burgard, T Brox
IEEE International Conference on Robotics and Automation, 2016
642016
Deep Auxiliary Learning for Visual Localization and Odometry
A Valada, N Radwan, W Burgard
2018 IEEE International Conference on Robotics and Automation (ICRA), 6939-6946, 2018
622018
AdapNet: Adaptive Semantic Segmentation in Adverse Environmental Conditions
A Valada, J Vertens, A Dhall, W Burgard
2017 IEEE International Conference on Robotics & Automation (ICRA), 2017
532017
VLocNet++: Deep Multitask Learning for Semantic Visual Localization and Odometry
N Radwan, A Valada, W Burgard
IEEE Robotics and Automation Letters (RA-L) 3 (4), 4407-4414, 2018
462018
Deep Multispectral Semantic Scene Understanding of Forested Environments using Multimodal Fusion
A Valada, GL Oliveira, T Brox, W Burgard
International Symposium on Experimental Robotics, 465-477, 2016
462016
Development of a low cost multi-robot autonomous marine surface platform
A Valada, P Velagapudi, B Kannan, C Tomaszewski, G Kantor, P Scerri
Field and Service Robotics, 643-658, 2014
442014
Deep Feature Learning for Acoustics-based Terrain Classification
A Valada, L Spinello, W Burgard
Proceedings of the International Symposium on Robotics Research (ISRR), 2015
332015
SMSnet: Semantic motion segmentation using deep convolutional neural networks
J Vertens, A Valada, W Burgard
2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017
262017
Autonomous indoor robot navigation using a sketch interface for drawing maps and routes
F Boniardi, A Valada, W Burgard, GD Tipaldi
2016 IEEE International Conference on Robotics and Automation (ICRA), 2896-2901, 2016
202016
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation
A Valada, R Mohan, W Burgard
International Journal of Computer Vision (IJCV), 2019
192019
Visual obstacle avoidance for autonomous watercraft using smartphones
T El-Gaaly, C Tomaszewski, A Valada, P Velagapudi, B Kannan, P Scerri
Proc. of Autonomous Robots and Multirobot Systems workshop (ARMS), 2013
192013
Design and development of a wireless sensor network system for precision agriculture
A Valada, D Kohanbash, G Kantor
tech. report CMU-RI-TR-10-21, The Robotics Institute, Carnegie Mellon …, 2010
192010
Base station design and architecture for wireless sensor networks
D Kohanbash, A Valada, GA Kantor
Proc. Intl. Conf. Agr. Eng., Valencia, Spain, 8-12, 2012
15*2012
Deep spatiotemporal models for robust proprioceptive terrain classification
A Valada, W Burgard
The International Journal of Robotics Research 36 (13-14), 1521-1539, 2017
142017
Towards Robust Semantic Segmentation using Deep Fusion
A Valada, G Oliveira, T Brox, W Burgard
Robotics: Science and Systems (RSS 2016) Workshop, Are the Sceptics Right …, 2016
132016
Multimodal Interaction-aware Motion Prediction for Autonomous Street Crossing
N Radwan, A Valada, W Burgard
arXiv preprint arXiv:1808.06887, 2018
92018
Convoluted Mixture of Deep Experts for Robust Semantic Segmentation
A Valada, A Dhall, W Burgard
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS …, 2016
82016
An intelligent approach to hysteresis compensation while sampling using a fleet of autonomous watercraft
A Valada, C Tomaszewski, B Kannan, P Velagapudi, G Kantor, P Scerri
International Conference on Intelligent Robotics and Applications, 472-485, 2012
82012
Real-world testing of a multi-robot team
P Scerri, P Velagapudi, B Kannan, A Valada, C Tomaszewski, J Dolan, ...
Proceedings of the 11th International Conference on Autonomous Agents and …, 2012
72012
Wireless sensor networks and actionable modeling for intelligent irrigation
D Kohanbash, A Valada, G Kantor
2011 Louisville, Kentucky, August 7-10, 2011, 1, 2011
72011
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Articles 1–20