7 citations · 14 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 7 cited
Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning
Sooyoung Jang, Hyung-Il Kim
Encouraging exploration is a critical issue in deep reinforcement learning. We investigate the effect of initial entropy that significantly influences the exploration, especially a…
cs.CV2020
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification
Youngwan Lee, Hyung-Il Kim, Kimin Yun +1
Video classification researches that have recently attracted attention are the fields of temporal modeling and 3D efficient architecture. However, the temporal modeling methods are…
cs.CV2020★ 7 cited
Localization Uncertainty Estimation for Anchor-Free Object Detection
Youngwan Lee, Joong-won Hwang, Hyung-Il Kim +4
Since many safety-critical systems, such as surgical robots and autonomous driving cars operate in unstable environments with sensor noise and incomplete data, it is desirable for…