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ORCIDEdward Kim 0005
Person information
- affiliation: University of California, Berkeley, CA, USA
Other persons with the same name
- Edward Kim — disambiguation page
- Edward J. Kim 0001
![[0000-0002-9828-4624]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-9828-4624")
(aka: Edward Kim 0001) — NASA Goddard Space Flight Center, GSFC, Hydrological Sciences Laboratory, Greenbelt, MD, USA (and 1 more) - Edward Kim 0004 — Massachusetts Institute of Technology, Department of Materials Science and Engineering, Cambridge, MA, USA
- Edward Kim 0006 — Drexel University, Department of Computer Science, Philadelphia, PA, USA (and 1 more)
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Books and Theses
- 2023
[b1]Edward Kim:
Simulation-Based Testing, Validation, and Training with Probabilistic Programming. University of California, Berkeley, USA, 2023
Journal Articles
- 2023
- [j1]Daniel J. Fremont, Edward Kim, Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Scenic: a language for scenario specification and data generation. Mach. Learn. 112(10): 3805-3849 (2023)
Conference and Workshop Papers
- 2025
- [c12]Edward Kim, Devan Shanker, Varun Bharadwaj, Hongbeen Park, Jinkyu Kim, Hazem Torfah, Daniel J. Fremont, Sanjit A. Seshia:
Querying Labeled Time Series Data with Scenario Programs. NFM 2025: 201-226 - 2024
- [c11]Kevin Kai-Chun Chang, Kaifei Xu, Edward Kim, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Dynamic, Multi-objective Specification and Falsification of Autonomous CPS. RV 2024: 40-58 - 2023
- [c10]Eric Vin, Shun Kashiwa, Matthew Rhea, Daniel J. Fremont, Edward Kim, Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
3D Environment Modeling for Falsification and Beyond with Scenic 3.0. CAV (1) 2023: 253-265 - 2022
- [c9]Abdus Salam Azad, Edward Kim, Qiancheng Wu, Kimin Lee, Ion Stoica, Pieter Abbeel, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Programmatic Modeling and Generation of Real-Time Strategic Soccer Environments for Reinforcement Learning. AAAI 2022: 6028-6036 - [c8]Edward Kim, Jay Shenoy, Sebastian Junges, Daniel J. Fremont, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Querying Labelled Data with Scenario Programs for Sim-to-Real Validation. ICCPS 2022: 34-45 - [c7]Edward Kim, Jay Shenoy, Sebastian Junges, Daniel J. Fremont, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Demo: Querying Labelled Data with Scenario Programs for Sim-to-Real Validation. ICCPS 2022: 322-323 - 2021
- [c6]Kesav Viswanadha, Francis Indaheng, Justin Wong, Edward Kim, Ellen Kalvan, Yash Pant, Daniel J. Fremont, Sanjit A. Seshia:
Addressing the IEEE AV Test Challenge with Scenic and VerifAI. AITest 2021: 136-142 - [c5]Kesav Viswanadha, Edward Kim, Francis Indaheng, Daniel J. Fremont, Sanjit A. Seshia:
Parallel and Multi-objective Falsification with Scenic and VerifAI. RV 2021: 265-276 - 2020
- [c4]Edward Kim, Divya Gopinath, Corina S. Pasareanu, Sanjit A. Seshia:
A Programmatic and Semantic Approach to Explaining and Debugging Neural Network Based Object Detectors. CVPR 2020: 11125-11134 - [c3]Daniel J. Fremont, Edward Kim, Yash Vardhan Pant, Sanjit A. Seshia, Atul Acharya, Xantha Bruso, Paul Wells, Steve Lemke, Qiang Lu, Shalin Mehta:
Formal Scenario-Based Testing of Autonomous Vehicles: From Simulation to the Real World. ITSC 2020: 1-8 - 2019
- [c2]Tommaso Dreossi, Daniel J. Fremont, Shromona Ghosh, Edward Kim, Hadi Ravanbakhsh, Marcell Vazquez-Chanlatte, Sanjit A. Seshia:
VerifAI: A Toolkit for the Formal Design and Analysis of Artificial Intelligence-Based Systems. CAV (1) 2019: 432-442 - 2018
- [c1]Sanjit A. Seshia, Ankush Desai, Tommaso Dreossi, Daniel J. Fremont, Shromona Ghosh, Edward Kim, Sumukh Shivakumar, Marcell Vazquez-Chanlatte, Xiangyu Yue:
Formal Specification for Deep Neural Networks. ATVA 2018: 20-34
Informal and Other Publications
- 2025
- [i12]Edward Kim, Daniel He, Jorge Chao, Wiktor Rajca, Mohammed Amin, Nishant Malpani, Ruta Desai, Antti Oulasvirta, Bjoern Hartmann, Sanjit A. Seshia:
Interactive Program Synthesis for Modeling Collaborative Physical Activities from Narrated Demonstrations. CoRR abs/2509.24250 (2025) - 2023
- [i11]Eric Vin, Shun Kashiwa, Matthew Rhea, Daniel J. Fremont, Edward Kim, Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
3D Environment Modeling for Falsification and Beyond with Scenic 3.0. CoRR abs/2307.03325 (2023) - 2021
- [i10]Abdus Salam Azad, Edward Kim, Qiancheng Wu, Kimin Lee, Ion Stoica, Pieter Abbeel, Sanjit A. Seshia:
Scenic4RL: Programmatic Modeling and Generation of Reinforcement Learning Environments. CoRR abs/2106.10365 (2021) - [i9]Kesav Viswanadha, Edward Kim, Francis Indaheng, Daniel J. Fremont, Sanjit A. Seshia:
Parallel and Multi-Objective Falsification with Scenic and VerifAI. CoRR abs/2107.04164 (2021) - [i8]Kesav Viswanadha, Francis Indaheng, Justin Wong, Edward Kim, Ellen Kalvan, Yash Pant, Daniel J. Fremont, Sanjit A. Seshia:
Addressing the IEEE AV Test Challenge with Scenic and VerifAI. CoRR abs/2108.13796 (2021) - [i7]Francis Indaheng, Edward Kim, Kesav Viswanadha, Jay Shenoy, Jinkyu Kim, Daniel J. Fremont, Sanjit A. Seshia:
A Scenario-Based Platform for Testing Autonomous Vehicle Behavior Prediction Models in Simulation. CoRR abs/2110.14870 (2021) - [i6]Edward Kim, Jay Shenoy, Sebastian Junges, Daniel J. Fremont, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Querying Labelled Data with Scenario Programs for Sim-to-Real Validation. CoRR abs/2112.00206 (2021) - 2020
- [i5]Daniel J. Fremont, Edward Kim, Yash Vardhan Pant, Sanjit A. Seshia, Atul Acharya, Xantha Bruso, Paul Wells, Steve Lemke, Qiang Lu, Shalin Mehta:
Formal Scenario-Based Testing of Autonomous Vehicles: From Simulation to the Real World. CoRR abs/2003.07739 (2020) - [i4]Daniel J. Fremont, Edward Kim, Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Scenic: A Language for Scenario Specification and Data Generation. CoRR abs/2010.06580 (2020) - [i3]Jay Shenoy, Edward Kim, Xiangyu Yue, Taesung Park, Daniel J. Fremont, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
A Customizable Dynamic Scenario Modeling and Data Generation Platform for Autonomous Driving. CoRR abs/2011.14551 (2020) - 2019
- [i2]Tommaso Dreossi, Daniel J. Fremont, Shromona Ghosh, Edward Kim, Hadi Ravanbakhsh, Marcell Vazquez-Chanlatte, Sanjit A. Seshia:
VERIFAI: A Toolkit for the Design and Analysis of Artificial Intelligence-Based Systems. CoRR abs/1902.04245 (2019) - [i1]Edward Kim, Divya Gopinath, Corina S. Pasareanu, Sanjit A. Seshia:
A Programmatic and Semantic Approach to Explaining and DebuggingNeural Network Based Object Detectors. CoRR abs/1912.00289 (2019)
Coauthor Index
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