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Kevin Xie
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2020 – today
- 2024
- [j2]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): 1348-1355 (2024) - [c12]Kevin Xie, Jonathan Lorraine
, Tianshi Cao
, Jun Gao
, James Lucas, Antonio Torralba
, Sanja Fidler
, Xiaohui Zeng
:
LATTE3D: Large-scale Amortized Text-To-Enhanced3D Synthesis. ECCV (77) 2024: 305-322 - [i10]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 abs/2403.15385 (2024) - [i9]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 abs/2406.10324 (2024) - 2023
- [c11]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: 3710-3731 - [c10]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: 17900-17910 - [c9]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: 20739-20749 - [i8]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 abs/2306.07349 (2023) - [i7]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 abs/2309.15770 (2023) - 2022
- [j1]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): 873-881 (2022) - [c8]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: 369-375 - 2021
- [c7]Umar Iqbal, Kevin Xie, Yunrong Guo, Jan Kautz, Pavlo Molchanov:
KAMA: 3D Keypoint Aware Body Mesh Articulation. 3DV 2021: 689-699 - [c6]Kevin Xie, Tingwu Wang, Umar Iqbal, Yunrong Guo, Sanja Fidler, Florian Shkurti:
Physics-based Human Motion Estimation and Synthesis from Videos. ICCV 2021: 11512-11521 - [c5]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 - [c4]Kevin Xie, Homanga Bharadhwaj, Danijar Hafner, Animesh Garg, Florian Shkurti:
Latent Skill Planning for Exploration and Transfer. ICLR 2021 - [c3]Yizhou Huang, Kevin Xie, Homanga Bharadhwaj, Florian Shkurti:
Continual Model-Based Reinforcement Learning with Hypernetworks. ICRA 2021: 799-805 - [i6]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 abs/2104.02646 (2021) - [i5]Umar Iqbal, Kevin Xie, Yunrong Guo, Jan Kautz, Pavlo Molchanov:
KAMA: 3D Keypoint Aware Body Mesh Articulation. CoRR abs/2104.13502 (2021) - [i4]Kevin Xie, Tingwu Wang, Umar Iqbal, Yunrong Guo, Sanja Fidler, Florian Shkurti:
Physics-based Human Motion Estimation and Synthesis from Videos. CoRR abs/2109.09913 (2021) - 2020
- [c2]Homanga Bharadhwaj, Kevin Xie, Florian Shkurti:
Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization. L4DC 2020: 277-286 - [i3]Homanga Bharadhwaj, Kevin Xie, Florian Shkurti:
Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization. CoRR abs/2004.08763 (2020) - [i2]Yizhou Huang, Kevin Xie, Homanga Bharadhwaj, Florian Shkurti:
Continual Model-Based Reinforcement Learning with Hypernetworks. CoRR abs/2009.11997 (2020) - [i1]Kevin Xie, Homanga Bharadhwaj, Danijar Hafner, Animesh Garg, Florian Shkurti:
Skill Transfer via Partially Amortized Hierarchical Planning. CoRR abs/2011.13897 (2020)
2010 – 2019
- 2010
- [c1]Marcus Paradies, Susan Malaika, Matthias Nicola, Kevin Xie:
Comparing XML processing performance in middleware and database: a case study. Middleware (Industry Track) 2010: 35-39
Coauthor Index

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