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Samuel Paradis
Samuel Paradis
Verified email at berkeley.edu
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Efficiently calibrating cable-driven surgical robots with RGBD fiducial sensing and recurrent neural networks
M Hwang, B Thananjeyan, S Paradis, D Seita, J Ichnowski, D Fer, T Low, ...
IEEE Robotics and Automation Letters 5 (4), 5937-5944, 2020
442020
Applying depth-sensing to automated surgical manipulation with a da vinci robot
M Hwang, D Seita, B Thananjeyan, J Ichnowski, S Paradis, D Fer, T Low, ...
2020 international symposium on medical robotics (ISMR), 22-29, 2020
352020
Intermittent visual servoing: Efficiently learning policies robust to instrument changes for high-precision surgical manipulation
S Paradis, M Hwang, B Thananjeyan, J Ichnowski, D Seita, D Fer, T Low, ...
2021 IEEE International Conference on Robotics and Automation (ICRA), 7166-7173, 2021
312021
Fog robotics algorithms for distributed motion planning using lambda serverless computing
J Ichnowski, W Lee, V Murta, S Paradis, R Alterovitz, JE Gonzalez, I Stoica, ...
2020 IEEE International Conference on Robotics and Automation (ICRA), 4232-4238, 2020
222020
Learning to localize, grasp, and hand over unmodified surgical needles
A Wilcox, J Kerr, B Thananjeyan, J Ichnowski, M Hwang, S Paradis, D Fer, ...
2022 International Conference on Robotics and Automation (ICRA), 9637-9643, 2022
212022
Automating surgical peg transfer: Calibration with deep learning can exceed speed, accuracy, and consistency of humans
M Hwang, J Ichnowski, B Thananjeyan, D Seita, S Paradis, D Fer, T Low, ...
IEEE Transactions on Automation Science and Engineering 20 (2), 909-922, 2022
162022
Superhuman surgical peg transfer using depth-sensing and deep recurrent neural networks
M Hwang, B Thananjeyan, D Seita, J Ichnowski, S Paradis, D Fer, T Low, ...
arXiv preprint arXiv:2012.12844, 2020
162020
6-DoF grasp planning using fast 3D reconstruction and grasp quality CNN
Y Avigal, S Paradis, H Zhang
arXiv preprint arXiv:2009.08618, 2020
82020
Photometry of the Uranian Satellites with Keck and the Search for Mab
S Paradis, C Moeckel, J Tollefson, I de Pater
The Astronomical Journal 158 (5), 178, 2019
82019
Near-IR photometry of the small Uranian satellites with Keck at phase angles 0–2°
S Paradis, C Moeckel, I de Pater
Icarus 391, 115331, 2023
42023
Pretraining & reinforcement learning: Sharpening the axe before cutting the tree
S Kadavath, S Paradis, B Yao
arXiv preprint arXiv:2110.02497, 2021
22021
Pay attention: Leveraging sequence models to predict the useful life of batteries
S Paradis, M Whitmeyer
arXiv preprint arXiv:1910.01347, 2019
22019
DeepChrome 2.0: Investigating and Improving Architectures, Visualizations, & Experiments
S Kadavath, S Paradis, J Yeung
arXiv preprint arXiv:2209.11923, 2022
2022
Efficiently Calibrating Cable-Driven Surgical Robots With RGBD Sensing, Temporal Windowing, and Linear and Recurrent Neural Network Compensation
M Hwang, B Thananjeyan, S Paradis, D Seita, J Ichnowski, D Fer, T Low, ...
arXiv preprint arXiv:2003.08520, 2020
2020
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