Concepedia

Kimin Lee

KL

Statistics

Publications

41

Citations

3.5K

H-Index

23

Active since

2012

Affiliations

University of California, Berkeley(Current)

Korea Advanced Institute of Science and Technology

University of Michigan

Berkeley College

Ann Arbor Center for Independent Living

Kimin Lee is an author at University of California, Berkeley specializing in computer science, machine learning, and computing.

Publications per year

2012–2023

41

Publications

41

A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks

Kimin Lee, Kibok Lee, Honglak Lee et al. · arXiv (Cornell University) · 2018 · 978 citations · Full text

Computing, Computer Science, Cybersecurity +15

Decision Transformer: Reinforcement Learning via Sequence Modeling

Lili Chen, Kevin Lü, Aravind Rajeswaran et al. · arXiv (Cornell University) · 2021 · 465 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Using Pre-Training Can Improve Model Robustness and Uncertainty

Dan Hendrycks, Kimin Lee, Mantas Mazeika · arXiv (Cornell University) · 2019 · 429 citations · Full text

Computing, Computer Science, Machine Learning +12

Regularizing Class-Wise Predictions via Self-Knowledge Distillation

Sukmin Yun, Jongjin Park, Kimin Lee et al. · 2020 · 309 citations

Computing, Computer Science, Computer Vision +14

Reinforcement Learning with Augmented Data

Michael Laskin, Kimin Lee, Adam Stooke et al. · arXiv (Cornell University) · 2020 · 246 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

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