Kevin Xie

According to our database, Kevin Xie authored at least 16 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Disparities in seizure outcomes revealed by large language models.

Kevin Xie, William K. S. Ojemann, Ryan S. Gallagher, Russell T. Shinohara, Alfredo Lucas, Chloe E. Hill, Roy H. Hamilton, Kevin B. Johnson, Dan Roth, Brian Litt, Colin A. Ellis

J. Am. Medical Informatics Assoc., 2024

L4GM: Large 4D Gaussian Reconstruction Model.

Jiawei Ren, Kevin Xie, Ashkan Mirzaei, Hanxue Liang, Xiaohui Zeng, Karsten Kreis, Ziwei Liu, Antonio Torralba, Sanja Fidler, Seung Wook Kim, Huan Ling

CoRR, 2024

LATTE3D: Large-scale Amortized Text-To-Enhanced3D Synthesis.

Kevin Xie, Jonathan Lorraine, Tianshi Cao, Jun Gao, James Lucas, Antonio Torralba, Sanja Fidler, Xiaohui Zeng

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Learning Human Dynamics in Autonomous Driving Scenarios.

Jingbo Wang, Ye Yuan, Zhengyi Luo, Kevin Xie, Dahua Lin, Umar Iqbal, Sanja Fidler, Sameh Khamis

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ATT3D: Amortized Text-to-3D Object Synthesis.

Jonathan Lorraine, Kevin Xie, Xiaohui Zeng, Chen-Hsuan Lin, Towaki Takikawa, Nicholas Sharp, Tsung-Yi Lin, Ming-Yu Liu, Sanja Fidler, James Lucas

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Generating Transferable Adversarial Simulation Scenarios for Self-Driving via Neural Rendering.

Yasasa Abeysirigoonawardena, Kevin Xie, Chuhan Chen, Salar Hosseini Khorasgani, Ruiting Chen, Ruiqi Wang, Florian Shkurti

Proceedings of the Conference on Robot Learning, 2023

2022

Extracting seizure frequency from epilepsy clinic notes: a machine reading approach to natural language processing.

Kevin Xie, Ryan S. Gallagher, Erin C. Conrad, Chadric O. Garrick, Steven Baldassano, John M. Bernabei, Peter D. Galer, Nina J. Ghosn, Adam S. Greenblatt, Tara Jennings, Alana Kornspun, Catherine V. Kulick-Soper, Jal M. Panchal, Akash R. Pattnaik, Brittany Scheid, Danmeng Wei, Micah Weitzman, Ramya Muthukrishnan, Joongwon Kim, Brian Litt, Colin A. Ellis, Dan Roth

J. Am. Medical Informatics Assoc., 2022

Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record.

Kevin Xie, Brian Litt, Dan Roth, Colin A. Ellis

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

2021

Continual Model-Based Reinforcement Learning with Hypernetworks.

Yizhou Huang, Kevin Xie, Homanga Bharadhwaj, Florian Shkurti

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Latent Skill Planning for Exploration and Transfer.

Kevin Xie, Homanga Bharadhwaj, Danijar Hafner, Animesh Garg, Florian Shkurti

Proceedings of the 9th International Conference on Learning Representations, 2021

gradSim: Differentiable simulation for system identification and visuomotor control.

J. Krishna Murthy, Miles Macklin, Florian Golemo, Vikram Voleti, Linda Petrini, Martin Weiss, Breandan Considine, Jérôme Parent-Lévesque, Kevin Xie, Kenny Erleben, Liam Paull, Florian Shkurti, Derek Nowrouzezahrai, Sanja Fidler

Proceedings of the 9th International Conference on Learning Representations, 2021

Physics-based Human Motion Estimation and Synthesis from Videos.

Kevin Xie, Tingwu Wang, Umar Iqbal, Yunrong Guo, Sanja Fidler, Florian Shkurti

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

KAMA: 3D Keypoint Aware Body Mesh Articulation.

Umar Iqbal, Kevin Xie, Yunrong Guo, Jan Kautz, Pavlo Molchanov

Proceedings of the International Conference on 3D Vision, 2021

2020

Skill Transfer via Partially Amortized Hierarchical Planning.

Kevin Xie, Homanga Bharadhwaj, Danijar Hafner, Animesh Garg, Florian Shkurti

CoRR, 2020

Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization.

Homanga Bharadhwaj, Kevin Xie, Florian Shkurti

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

2010

Comparing XML processing performance in middleware and database: a case study.

Marcus Paradies, Susan Malaika, Matthias Nicola, Kevin Xie

Proceedings of the 11th International Middleware Conference Industrial Track, Bangalore, India, November 29, 2010