Samuel Paradis

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 15

Top Topics

Recurrent Neural Networks

Visual Servoing

Simulated Robot

Reinforcement Learning

Top Venues

IEEE Robotics Autom. Lett.

Publications

Minho Hwang, Jeffrey Ichnowski, Brijen Thananjeyan, Daniel Seita, Samuel Paradis, Danyal Fer, Thomas Low, Ken Goldberg
Automating Surgical Peg Transfer: Calibration With Deep Learning Can Exceed Speed, Accuracy, and Consistency of Humans. IEEE Trans Autom. Sci. Eng. 20 (2) (2023)
Saurav Kadavath, Samuel Paradis, Jacob Yeung
DeepChrome 2.0: Investigating and Improving Architectures, Visualizations, & Experiments. CoRR (2022)
Albert Wilcox, Justin Kerr, Brijen Thananjeyan, Jeffrey Ichnowski, Minho Hwang, Samuel Paradis, Danyal Fer, Ken Goldberg
Learning to Localize, Grasp, and Hand Over Unmodified Surgical Needles. ICRA (2022)
Samuel Paradis, Minho Hwang, Brijen Thananjeyan, Jeffrey Ichnowski, Daniel Seita, Danyal Fer, Thomas Low, Joseph E. Gonzalez, Ken Goldberg
Intermittent Visual Servoing: Efficiently Learning Policies Robust to Instrument Changes for High-precision Surgical Manipulation. ICRA (2021)
Albert Wilcox, Justin Kerr, Brijen Thananjeyan, Jeffrey Ichnowski, Minho Hwang, Samuel Paradis, Danyal Fer, Ken Goldberg
Learning to Localize, Grasp, and Hand Over Unmodified Surgical Needles. CoRR (2021)
Saurav Kadavath, Samuel Paradis, Brian Yao
Pretraining & Reinforcement Learning: Sharpening the Axe Before Cutting the Tree. CoRR (2021)
Yahav Avigal, Samuel Paradis, Harry Zhang
6-DoF Grasp Planning using Fast 3D Reconstruction and Grasp Quality CNN. CoRR (2020)
Minho Hwang, Daniel Seita, Brijen Thananjeyan, Jeffrey Ichnowski, Samuel Paradis, Danyal Fer, Thomas Low, Ken Goldberg
Applying Depth-Sensing to Automated Surgical Manipulation with a da Vinci Robot. ISMR (2020)
Minho Hwang, Brijen Thananjeyan, Samuel Paradis, Daniel Seita, Jeffrey Ichnowski, Danyal Fer, Thomas Low, Ken Goldberg
Efficiently Calibrating Cable-Driven Surgical Robots With RGBD Sensing, Temporal Windowing, and Linear and Recurrent Neural Network Compensation. CoRR (2020)
Jeffrey Ichnowski, William Lee, Victor Murta, Samuel Paradis, Ron Alterovitz, Joseph E. Gonzalez, Ion Stoica, Ken Goldberg
Fog Robotics Algorithms for Distributed Motion Planning Using Lambda Serverless Computing. ICRA (2020)
Minho Hwang, Brijen Thananjeyan, Samuel Paradis, Daniel Seita, Jeffrey Ichnowski, Danyal Fer, Thomas Low, Ken Goldberg
Efficiently Calibrating Cable-Driven Surgical Robots With RGBD Fiducial Sensing and Recurrent Neural Networks. IEEE Robotics Autom. Lett. 5 (4) (2020)
Samuel Paradis, Minho Hwang, Brijen Thananjeyan, Jeffrey Ichnowski, Daniel Seita, Danyal Fer, Thomas Low, Joseph E. Gonzalez, Ken Goldberg
Intermittent Visual Servoing: Efficiently Learning Policies Robust to Instrument Changes for High-precision Surgical Manipulation. CoRR (2020)
Minho Hwang, Daniel Seita, Brijen Thananjeyan, Jeffrey Ichnowski, Samuel Paradis, Danyal Fer, Thomas Low, Ken Goldberg
Applying Depth-Sensing to Automated Surgical Manipulation with a da Vinci Robot. CoRR (2020)
Minho Hwang, Brijen Thananjeyan, Daniel Seita, Jeffrey Ichnowski, Samuel Paradis, Danyal Fer, Thomas Low, Ken Goldberg
Superhuman Surgical Peg Transfer Using Depth-Sensing and Deep Recurrent Neural Networks. CoRR (2020)
Samuel Paradis, Michael Whitmeyer
Pay Attention: Leveraging Sequence Models to Predict the Useful Life of Batteries. CoRR (2019)