Lipson, Hod

How transferable are features in deep neural networks?

Yosinski, J., Clune, J., Bengio, Y., & Lipson, H. (2014) · arXiv

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 6,061

Soft material for soft actuators

Miriyev, A., Stack, K., & Lipson, H. (2017) · Nature Communications

Soft Robotics and ApplicationsAdvanced Materials and Mechanics

Cited by 861

Automated reverse engineering of nonlinear dynamical systems

Bongard, J., & Lipson, H. (2007) · Proceedings of the National Academy of Sciences

Control Systems and IdentificationModel Reduction and Neural Networks

Cited by 792

Resilient Machines Through Continuous Self-Modeling

Bongard, J., Zykov, V., & Lipson, H. (2006) · Science

Robotic Locomotion and ControlEmbodied and Extended Cognition

Cited by 709

The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities

Lehman, J., Clune, J., Misevic, D., Adami, C., Altenberg, L., Beaulieu, J., Bentley, P. J., Bernard, S., Beslon, G., Bryson, D. M., et al. (2020) · Artificial Life

Evolutionary Algorithms and ApplicationsEvolution and Genetic Dynamics

Cited by 181

Age-Fitness Pareto Optimization

Schmidt, M., & Lipson, H. (2011) · Genetic and Evolutionary Computation

Evolutionary Algorithms and ApplicationsMetaheuristic Optimization Algorithms Research

Cited by 99

Evolutionary Techniques in Physical Robotics

Pollack, J. B., Lipson, H., Ficici, S., Funes, P., Hornby, G., & Watson, R. A. (2000) · Lecture Notes in Computer Science

Evolutionary Algorithms and ApplicationsModular Robots and Swarm Intelligence

Cited by 71

From insects to machines

van Breugel, F., Regan, W., & Lipson, H. (2008) · IEEE Robotics & Automation Magazine

Biomimetic flight and propulsion mechanismsAerospace and Aviation Technology

Cited by 67

Neural Network Quine

Chang, O., & Lipson, H. (2018) · The 2018 Conference on Artificial Life

Neural Networks and ApplicationsEvolutionary Algorithms and Applications

Cited by 16