Hod Lipson

Most-cited papers

How transferable are features in deep neural networks?
J. Yosinski, J. Clune, Yoshua Bengio, Hod Lipson
2014Neural Information Processing Systems9,648 citations
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Understanding Neural Networks Through Deep Visualization
J. Yosinski, J. Clune, Anh Totti Nguyen, Thomas J. Fuchs +1 more
2015arXiv.org1,973 citations
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Fabricated: The New World of 3D Printing
Hod Lipson, M. Kurman
20131,038 citations
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Soft material for soft actuators
Aslan Miriyev, K. Stack, Hod Lipson
2017Nature Communications753 citations Open access
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Convergent Learning: Do different neural networks learn the same representations?
Yi-Xuan Li, J. Yosinski, J. Clune, Hod Lipson +1 more
2015FE@NIPS454 citations
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Additive manufacturing for the food industry
J. Lipton, M. Cutler, Franz Nigl, D. Cohen +1 more
2015386 citations
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Challenges and Opportunities for Design, Simulation, and Fabrication of Soft Robots
Hod Lipson
2014311 citations
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Particle robotics based on statistical mechanics of loosely coupled components
Shuguang Li, R. Batra, David F. Brown, Hyun-Dong Chang +4 more
2019Nature294 citations
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Particle shape effects on the stress response of granular packings.
A. Athanassiadis, Marc Z. Miskin, P. Kaplan, Nicholas Rodenberg +6 more
2013Soft Matter200 citations Open access
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Dynamic Simulation of Soft Multimaterial 3D-Printed Objects
J. Hiller, Hod Lipson
2014178 citations
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Image set for deep learning: field images of maize annotated with disease symptoms
T. Wiesner-Hanks, E. Stewart, Nicholas Kaczmar, Chad DeChant +4 more
2018BMC Research Notes168 citations Open access
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Scalable co-optimization of morphology and control in embodied machines
Nick Cheney, J. Bongard, Vytas SunSpiral, Hod Lipson
2017Journal of the Royal Society Interface142 citations Open access
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Re-embedding words
I. Labutov, Hod Lipson
2013Annual Meeting of the Association for Computational Linguistics115 citations
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Unshackling evolution: evolving soft robots with multiple materials and a powerful generative encoding
Nick Cheney, R. Maccurdy, J. Clune, Hod Lipson
2014SEVO104 citations
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On the Difficulty of Co-Optimizing Morphology and Control in Evolved Virtual Creatures
Hod Lipson, Vytas SunSpiral, J. Bongard, Nicholas Cheney
2016IEEE Symposium on Artificial Life95 citations
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Task-agnostic self-modeling machines
Robert Kwiatkowski, Hod Lipson
2019Science Robotics89 citations Open access
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Autostacker: a compositional evolutionary learning system
Bo-Yuan Chen, Harvey Wu, Warren Mo, Ishanu Chattopadhyay +1 more
2018Annual Conference on Genetic and Evolutionary Computation87 citations Open access
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Driverless: Intelligent Cars and the Road Ahead
Hod Lipson, M. Kurman
201686 citations
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Evolving Soft Robots in Tight Spaces
Nick Cheney, J. Bongard, Hod Lipson
2015Annual Conference on Genetic and Evolutionary Computation85 citations
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Evolved Electrophysiological Soft Robots
N. Cheney, J. Clune, Hod Lipson
2014IEEE Symposium on Artificial Life83 citations
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The JamHand: Dexterous Manipulation with Minimal Actuation
J. Amend, Hod Lipson
2017Soft Robotics65 citations
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Evolving Gaits for Physical Robots with the HyperNEAT Generative Encoding: The Benefits of Simulation
Su-Chan Lee, J. Yosinski, Kyrre Glette, Hod Lipson +1 more
2013EvoApplications61 citations Open access
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Soldercubes: a self-soldering self-reconfiguring modular robot system
Jonas Neubert, Hod Lipson
2015Autonomous Robots55 citations
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3D Printing Variable Stiffness Foams Using Viscous Thread Instability
J. Lipton, Hod Lipson
2016Scientific Reports52 citations Open access
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Self-Soldering Connectors for Modular Robots
Jonas Neubert, A. Rost, Hod Lipson
2014IEEE Transactions on robotics51 citations
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Smile Like You Mean It: Driving Animatronic Robotic Face with Learned Models
Bo-Yuan Chen, Yuhang Hu, Lianfeng Li, S. Cummings +1 more
2021IEEE International Conference on Robotics and Automation49 citations
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Functional properties of silicone/ethanol soft-actuator composites
Aslan Miriyev, Gabriela Caires, Hod Lipson
201848 citations
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Haptic Edge Detection Through Shear
Jonathan Platkiewicz, Hod Lipson, V. Hayward
2016Scientific Reports46 citations Open access
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Electrically Actuated Hydraulic Solids
J. Lipton, Sarah S Angle, R. Banai, E. Peretz +1 more
201640 citations
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Conductive Fabric Heaters for Heat-Activated Soft Actuators
M. Cartolano, Boxi Xia, Aslan Miriyev, Hod Lipson
2019Actuators37 citations Open access
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Material properties affect evolutions ability to exploit morphological computation in growing soft-bodied creatures
J. Bongard, C. Laschi, Hod Lipson, Nick Cheney +1 more
2016IEEE Symposium on Artificial Life37 citations
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Advancing Children’s Engineering Through Desktop Manufacturing
G. Bull, Jennifer L. Chiu, R. Berry, Hod Lipson +1 more
201437 citations
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3D Printing and Heart Failure: The Present and the Future.
K. Farooqi, Cathleen Cooper, A. Chelliah, O. Saeed +6 more
2019JACC. Heart failure36 citations Open access
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Precision cooking for printed foods via multiwavelength lasers
J. Blutinger, A. Tsai, E. Storvick, G. Seymour +5 more
2021npj Science of Food35 citations Open access
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Visual behavior modelling for robotic theory of mind
Bo-Yuan Chen, Carl Vondrick, Hod Lipson
2021Scientific Reports33 citations Open access
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On The Evolutionary Origin of Symbolic Communication
Paul Grouchy, G. D'Eleuterio, Morten H. Christiansen, Hod Lipson
2016Scientific Reports31 citations Open access
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Characterization of CO2 laser browning of dough
J. Blutinger, Y. Meijers, Peter Yichen Chen, Changxi Zheng +2 more
2019Innovative Food Science & Emerging Technologies28 citations Open access
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Characterization of dough baked via blue laser
J. Blutinger, Y. Meijers, Peter Yichen Chen, Changxi Zheng +2 more
2018Journal of Food Engineering28 citations Open access
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Neural Network Quine
Oscar Chang, Hod Lipson
2018IEEE Symposium on Artificial Life27 citations Open access
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Bitblox: Printable digital materials for electromechanical machines
R. Maccurdy, A. McNicoll, Hod Lipson
2014Int. J. Robotics Res.27 citations
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Abductive learning of quantized stochastic processes with probabilistic finite automata
Ishanu Chattopadhyay, Hod Lipson
2013Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences27 citations Open access
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All-soft material system for strong soft actuators
R. A. Bilodeau, Asian Miriyev, Hod Lipson, Rebecca Kramer-Bottiglio
2018International Conference on Soft Robotics26 citations
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Air-powered soft robots for K-12 classrooms
B. Finio, R. Shepherd, Hod Lipson
2013International Symposium on Electronic Commerce24 citations
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Discovering State Variables Hidden in Experimental Data
Bo-Yuan Chen, Kuang Huang, Sunand Raghupathi, I. Chandratreya +2 more
2021arXiv.org21 citations
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Visual modeling of laser-induced dough browning
Peter Yichen Chen, J. Blutinger, Y. Meijers, Changxi Zheng +2 more
2019Journal of Food Engineering21 citations Open access
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Rejuvenation of soft material-actuator
Aslan Miriyev, Cesar Trujillo, Gabriela Caires, Hod Lipson
201821 citations
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Data smashing: uncovering lurking order in data
Ishanu Chattopadhyay, Hod Lipson
2014Journal of the Royal Society Interface21 citations Open access
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Evolved Machines Shed Light on Robustness and Resilience
J. Bongard, Hod Lipson
2014Proceedings of the IEEE21 citations Open access
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Fast Untethered Soft Robotic Crawler with Elastic Instability
Zechen Xiong, Yu-Feng Su, Hod Lipson
2022IEEE International Conference on Robotics and Automation20 citations Open access
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Selective laser broiling of Atlantic salmon.
J. Blutinger, Y. Meijers, Hod Lipson
2019Food Research International20 citations Open access
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