Varun Raj Kompella
Varun Raj Kompella
Cogitai, Inc.
Verified email at cogitai.com - Homepage
TitleCited byYear
Incremental slow feature analysis: Adaptive low-complexity slow feature updating from high-dimensional input streams
VR Kompella, M Luciw, J Schmidhuber
Neural Computation 24 (11), 2994-3024, 2012
422012
Continual curiosity-driven skill acquisition from high-dimensional video inputs for humanoid robots
VR Kompella, M Stollenga, M Luciw, J Schmidhuber
Artificial Intelligence 247, 313-335, 2017
282017
Incremental slow feature analysis
VR Kompella, M Luciw, J Schmidhuber
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
262011
An intrinsic value system for developing multiple invariant representations with incremental slowness learning
MD Luciw, VR Kompella, S Kazerounian, J Schmidhuber
Frontiers in neurorobotics 7, 9, 2013
252013
Autonomous learning of abstractions using curiosity-driven modular incremental slow feature analysis
VR Kompella, M Luciw, M Stollenga, L Pape, J Schmidhuber
2012 IEEE International Conference on Development and Learning and …, 2012
182012
Explore to See, Learn to Perceive, Get the Actions for Free: SKILLABILITY
VR Kompella, MF Stollenga, MD Luciw, J Schmidhuber
Proceedings of IEEE Joint Conference of Neural Networks (IJCNN), 2014
112014
Autoincsfa and vision-based developmental learning for humanoid robots
VR Kompella, L Pape, J Masci, M Frank, J Schmidhuber
2011 11th IEEE-RAS International Conference on Humanoid Robots, 622-629, 2011
102011
Hierarchical incremental slow feature analysis
M Luciw, VR Kompella, J Schmidhuber
Workshop on Deep Hierarchies in Vision, 2012
82012
Detection and avoidance of semi-transparent obstacles using a collective-reward based approach
VR Kompella, P Sturm
2011 IEEE International Conference on Robotics and Automation, 3469-3474, 2011
72011
Machine vision based obstacle avoidance system
D Ghose, VR Kompella
US Patent 8,675,060, 2014
62014
Utilizing slow feature analysis for lipreading
J Freiwald, M Karbasi, S Zeiler, J Melchior, V Kompella, L Wiskott, ...
Speech Communication; 13th ITG-Symposium, 1-5, 2018
32018
Incremental slow feature analysis: Adaptive and episodic learning from high-dimensional input streams
VR Kompella, M Luciw, J Schmidhuber
arXiv preprint arXiv:1112.2113, 2011
32011
A Beacon-based Docking System for an Autonomous Mobile Robot
VR Kompella, K Patil, KDV Kariappa, AM Jakati
13th National Conference on Mechanisms and Machines (NaCoMM07), 2007
32007
Intrinsically motivated acquisition of modular slow features for humanoids in continuous and non-stationary environments
VR Kompella, L Wiskott
arXiv preprint arXiv:1701.04663, 2017
22017
Optimal curiosity-driven modular incremental slow feature analysis
VR Kompella, M Luciw, MF Stollenga, J Schmidhuber
Neural computation 28 (8), 1599-1662, 2016
22016
Machine vision based obstacle avoidance system
D Ghose, VR Kompella
US Patent 9,224,054, 2015
22015
An anti-hebbian learning rule to represent drive motivations for reinforcement learning
VR Kompella, S Kazerounian, J Schmidhuber
International Conference on Simulation of Adaptive Behavior, 176-187, 2014
22014
Slowness Learning for Curiosity-Driven Agents
VR Kompella
Università della svizzera italiana (USI), 2014
22014
Collective-reward based approach for detection of semi-transparent objects in single images
VR Kompella, P Sturm
Computer Vision and Image Understanding 116 (4), 484-499, 2012
22012
A Network Robot System for Multiple Odor Source Localization using Glowworm Swarm Optimization Algorithm
KN Krishnanand, VR Kompella, D Ghose
retrieved on Apr 27, 2011
22011
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