Publications

2019


IEEE Transactions on Evolutionary Computation

Evolutionary Black-Box Topology Optimization: Challenges and Promises

David Guirguis, Nikola Aulig, Renato Picelli, Bo Zhu, Yuqing Zhou, William Vicente, Francesco Iorio, Markus Olhofer, Wojciech Matusik, Carlos Artemio Coello Coello and Kazuhiro Saitou


ACM Symposium on Computational Fabrication 2019

Volumetric Michell Trusses for Parametric Design & Fabrication

Rahul Arora, Alec Jacobson, Timothy R. Langlois, Yijiang Huang, Caitlin Mueller, Wojciech Matusik, Ariel Shamir, Karan Singh, David I.W. Levin


Science Advances

Topology optimization and 3D printing of multimaterial magnetic actuators and displays

Subramanian Sundaram, Melina Skouras, David S. Kim, Louise van den Heuvel, Wojciech Matusik


CVPR 2019

Speech2Face: Learning the Face Behind a Voice

Tae-Hyun Oh*, Tali Dekel*, Changil Kim*, Inbar Mosseri, William T. Freeman, Michael Rubinstein, Wojciech Matusik (* Equally contributed)


ICML

Neural Inverse Knitting: From Images to Manufacturing Instructions

Alexandre Kaspar*, Tae-Hyun Oh*, Liane Makatura, Petr Kellnhofer, Jacqueline Aslarus, and Wojciech Matusik


Nature

Learning the signatures of the human grasp using a scalable tactile glove

Subramanian Sundaram, Petr Kellnhofer, Yunzhu Li, Jun-Yan Zhu, Antonio Torralba, Wojciech Matusik


NeurIPS 2019

Learning-In-The-Loop Optimization: End-To-EndControl And Co-Design of Soft Robots ThroughLearned Deep Latent Representations

Andrew Spielberg, Allan Zhao, Tao Du, Yuanming Hu, Daniela Rus, Wojciech Matusik


SIGGRAPH

Learning to Fly: Computational Controller Design for Hybrid UAVs with Reinforcement Learning

Jie Xu, Tao Du, Michael Foshey, Beichen Li, Bo Zhu, Adriana Schulz, Wojciech Matusik


ICCV 2019

Gaze360: Physically Unconstrained Gaze Estimation in the Wild

Petr Kellnhofer*, AdriĆ  Recasens*, Simon Stent, Wojciech Matusik, and Antonio Torralba


CDFG

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