Kevin Xie

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 22

Top Topics

Language Processing

Predictive Control

Temporal Lobe Epilepsy

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Jiawei Ren, Kevin Xie, Ashkan Mirzaei, Hanxue Liang, Xiaohui Zeng, Karsten Kreis, Ziwei Liu, Antonio Torralba, Sanja Fidler, Seung Wook Kim, Huan Ling
L4GM: Large 4D Gaussian Reconstruction Model. CoRR (2024)
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
Disparities in seizure outcomes revealed by large language models. J. Am. Medical Informatics Assoc. 31 (6) (2024)
Kevin Xie, Jonathan Lorraine, Tianshi Cao, Jun Gao, James Lucas, Antonio Torralba, Sanja Fidler, Xiaohui Zeng
LATTE3D: Large-scale Amortized Text-To-Enhanced3D Synthesis. CoRR (2024)
Jingbo Wang, Ye Yuan, Zhengyi Luo, Kevin Xie, Dahua Lin, Umar Iqbal, Sanja Fidler, Sameh Khamis
Learning Human Dynamics in Autonomous Driving Scenarios. ICCV (2023)
Yasasa Abeysirigoonawardena, Kevin Xie, Chuhan Chen, Salar Hosseini Khorasgani, Ruiting Chen, Ruiqi Wang, Florian Shkurti
Generating Transferable Adversarial Simulation Scenarios for Self-Driving via Neural Rendering. CoRL (2023)
Yasasa Abeysirigoonawardena, Kevin Xie, Chuhan Chen, Salar Hosseini Khorasgani, Ruiting Chen, Ruiqi Wang, Florian Shkurti
Generating Transferable Adversarial Simulation Scenarios for Self-Driving via Neural Rendering. CoRR (2023)
Jonathan Lorraine, Kevin Xie, Xiaohui Zeng, Chen-Hsuan Lin, Towaki Takikawa, Nicholas Sharp, Tsung-Yi Lin, Ming-Yu Liu, Sanja Fidler, James Lucas
ATT3D: Amortized Text-to-3D Object Synthesis. CoRR (2023)
Jonathan Lorraine, Kevin Xie, Xiaohui Zeng, Chen-Hsuan Lin, Towaki Takikawa, Nicholas Sharp, Tsung-Yi Lin, Ming-Yu Liu, Sanja Fidler, James Lucas
ATT3D: Amortized Text-to-3D Object Synthesis. ICCV (2023)
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
Extracting seizure frequency from epilepsy clinic notes: a machine reading approach to natural language processing. J. Am. Medical Informatics Assoc. 29 (5) (2022)
Kevin Xie, Brian Litt, Dan Roth, Colin A. Ellis
Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record. BioNLP@ACL (2022)
Umar Iqbal, Kevin Xie, Yunrong Guo, Jan Kautz, Pavlo Molchanov
KAMA: 3D Keypoint Aware Body Mesh Articulation. 3DV (2021)
Kevin Xie, Homanga Bharadhwaj, Danijar Hafner, Animesh Garg, Florian Shkurti
Latent Skill Planning for Exploration and Transfer. ICLR (2021)
Umar Iqbal, Kevin Xie, Yunrong Guo, Jan Kautz, Pavlo Molchanov
KAMA: 3D Keypoint Aware Body Mesh Articulation. CoRR (2021)
Yizhou Huang, Kevin Xie, Homanga Bharadhwaj, Florian Shkurti
Continual Model-Based Reinforcement Learning with Hypernetworks. ICRA (2021)
Kevin Xie, Tingwu Wang, Umar Iqbal, Yunrong Guo, Sanja Fidler, Florian Shkurti
Physics-based Human Motion Estimation and Synthesis from Videos. CoRR (2021)
Krishna Murthy Jatavallabhula, 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
gradSim: Differentiable simulation for system identification and visuomotor control. CoRR (2021)
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
gradSim: Differentiable simulation for system identification and visuomotor control. ICLR (2021)
Kevin Xie, Tingwu Wang, Umar Iqbal, Yunrong Guo, Sanja Fidler, Florian Shkurti
Physics-based Human Motion Estimation and Synthesis from Videos. ICCV (2021)
Kevin Xie, Homanga Bharadhwaj, Danijar Hafner, Animesh Garg, Florian Shkurti
Skill Transfer via Partially Amortized Hierarchical Planning. CoRR (2020)
Homanga Bharadhwaj, Kevin Xie, Florian Shkurti
Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization. L4DC (2020)
Yizhou Huang, Kevin Xie, Homanga Bharadhwaj, Florian Shkurti
Continual Model-Based Reinforcement Learning with Hypernetworks. CoRR (2020)
Homanga Bharadhwaj, Kevin Xie, Florian Shkurti
Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization. CoRR (2020)
Marcus Paradies, Susan Malaika, Matthias Nicola, Kevin Xie
Comparing XML processing performance in middleware and database: a case study. Middleware (Industry Track) (2010)