Yoonsung Kim

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Eligibility Traces

Reinforcement Learning

Video Analytics

Top Venues

USENIX Annual Technical Conference

Publications

Junseok Park, Yoonsung Kim, Hee bin Yoo, Min Whoo Lee, Kibeom Kim, Won-Seok Choi, Minsu Lee, Byoung-Tak Zhang
Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning. AAAI (2024)
Hyunseo Kim, Hyeonseo Yang, Taekyung Kim, Yoonsung Kim, Jin-Hwa Kim, Byoung-Tak Zhang
ActiveNeuS: Active 3D Reconstruction using Neural Implicit Surface Uncertainty. CoRR (2024)
Yoonsung Kim, Changhun Oh, Jinwoo Hwang, Wonung Kim, Seongryong Oh, Yubin Lee, Hardik Sharma, Amir Yazdanbakhsh, Jongse Park
DACAPO: Accelerating Continuous Learning in Autonomous Systems for Video Analytics. ISCA (2024)
Junseok Park, Yoonsung Kim, Hee bin Yoo, Min Whoo Lee, Kibeom Kim, Won-Seok Choi, Minsu Lee, Byoung-Tak Zhang
Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning. CoRR (2024)
Yoonsung Kim, Changhun Oh, Jinwoo Hwang, Wonung Kim, Seongryong Oh, Yubin Lee, Hardik Sharma, Amir Yazdanbakhsh, Jongse Park
DaCapo: Accelerating Continuous Learning in Autonomous Systems for Video Analytics. CoRR (2024)
Soroush Ghodrati, Sean Kinzer, Hanyang Xu, Rohan Mahapatra, Yoonsung Kim, Byung Hoon Ahn, Dong Kai Wang, Lavanya Karthikeyan, Amir Yazdanbakhsh, Jongse Park, Nam Sung Kim, Hadi Esmaeilzadeh
Tandem Processor: Grappling with Emerging Operators in Neural Networks. ASPLOS (2) (2024)
Yoonsung Kim, Hyunwoo Nam, Hyunsoo Son, Hyuncheol Park
An Effective Hybrid Beamforming for MIMO-OFDM with Beam Squint. VTC Fall (2023)
Jinwoo Hwang, Minsu Kim, Daeun Kim, Seungho Nam, Yoonsung Kim, Dohee Kim, Hardik Sharma, Jongse Park
CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics. USENIX Annual Technical Conference (2022)
Jinwoo Hwang, Minsu Kim, Daeun Kim, Seungho Nam, Yoonsung Kim, Dohee Kim, Hardik Sharma, Jongse Park
CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics. CoRR (2022)
Kibeom Kim, Min Whoo Lee, Yoonsung Kim, Je-Hwan Ryu, Min Su Lee, Byoung-Tak Zhang
Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning. NeurIPS (2021)
Kibeom Kim, Min Whoo Lee, Yoonsung Kim, Je-Hwan Ryu, Min Su Lee, Byoung-Tak Zhang
Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning. CoRR (2021)
Yeonwoo Jeong, Yoonsung Kim, Hyun Oh Song
End-To-End Efficient Representation Learning via Cascading Combinatorial Optimization. CVPR (2019)
Yeonwoo Jeong, Yoonsung Kim, Hyun Oh Song
End-to-End Efficient Representation Learning via Cascading Combinatorial Optimization. CoRR (2019)