Sungyeon Kim

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 21

Top Topics

Machine Learning And Pattern Recognition

Transfer Learning

Metric Learning

Semantic Segmentation

Top Venues

Publications

Sohyun Lee, Namyup Kim, Sungyeon Kim, Suha Kwak
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions. CoRR (2024)
Junhyeong Cho, Gilhyun Nam, Sungyeon Kim, Hunmin Yang, Suha Kwak
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization. ICCV (2023)
Junhyeong Cho, Gilhyun Nam, Sungyeon Kim, Hunmin Yang, Suha Kwak
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization. CoRR (2023)
Sungyeon Kim, Boseung Jeong, Suha Kwak
HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization. CVPR (2023)
Sungyeon Kim, Donghyun Kim, Suha Kwak
Universal Metric Learning with Parameter-Efficient Transfer Learning. CoRR (2023)
Kyungmoon Lee, Sungyeon Kim, Suha Kwak
Cross-Domain Ensemble Distillation for Domain Generalization. CoRR (2022)
Sehyun Hwang, Sohyun Lee, Sungyeon Kim, Jungseul Ok, Suha Kwak
Combating Label Distribution Shift for Active Domain Adaptation. ECCV (33) (2022)
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
Self-Taught Metric Learning without Labels. CVPR (2022)
Sehyun Hwang, Sohyun Lee, Sungyeon Kim, Jungseul Ok, Suha Kwak
Combating Label Distribution Shift for Active Domain Adaptation. CoRR (2022)
Kyungmoon Lee, Sungyeon Kim, Seunghoon Hong, Suha Kwak
Learning to Generate Novel Classes for Deep Metric Learning. CoRR (2022)
Sungyeon Kim, Boseung Jung, Suha Kwak
HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization. CoRR (2022)
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
Self-Taught Metric Learning without Labels. CoRR (2022)
Kyungmoon Lee, Sungyeon Kim, Suha Kwak
Cross-domain Ensemble Distillation for Domain Generalization. ECCV (25) (2022)
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
Embedding Transfer with Label Relaxation for Improved Metric Learning. CoRR (2021)
Kyungmoon Lee, Sungyeon Kim, Seunghoon Hong, Suha Kwak
Learning to Generate Novel Classes for Deep Metric Learning. BMVC (2021)
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
Embedding Transfer With Label Relaxation for Improved Metric Learning. CVPR (2021)
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
Proxy Anchor Loss for Deep Metric Learning. CoRR (2020)
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
Proxy Anchor Loss for Deep Metric Learning. CVPR (2020)
Sungyeon Kim, Minkyo Seo, Ivan Laptev, Minsu Cho, Suha Kwak
Deep Metric Learning Beyond Binary Supervision. CVPR (2019)
Sungyeon Kim, Minkyo Seo, Ivan Laptev, Minsu Cho, Suha Kwak
Deep Metric Learning Beyond Binary Supervision. CoRR (2019)
Sungyeon Kim, Jang-Won Lee
Content allocation in information-centric networks. ICOIN (2016)
Sungyeon Kim, Jeong-Ahn Kwon, Jang-Won Lee
Sum-Rate Maximization for Multicell OFDMA Systems. IEEE Trans. Veh. Technol. 64 (9) (2015)
Sungyeon Kim, Jeong-Ahn Kwon, Jang-Won Lee
Optimal subchannel and power allocation for multi-cell OFDMA systems. ICUFN (2014)
Sungyeon Kim, Jeong-Ahn Kwon, Jang-Won Lee
Resource allocation for the multi-cell OFDMA system and its capacity bounds. WiOpt (2013)
Sungyeon Kim, Jeong-Ahn Kwon, Jang-Won Lee
Study of optimal topology and routing in the BAN. ICTC (2012)
Sungyeon Kim, Jang-Won Lee
To Cooperate or Not to Cooperate: System Throughput and Fairness Perspective. IEEE J. Sel. Areas Commun. 30 (9) (2012)
Sungyeon Kim, Jeong-Ahn Kwon, Jang-Won Lee, Chang Soon Park, Youngsoo Kim, Hyosun Hwang
Network lifetime improvement by relaying node re-selection in the IEEE 802.15.6 BAN. ICUFN (2012)
Sungyeon Kim, Eunil Park, Sean Hong, Yoonhee Cho, Angel P. del Pobil
Designing digital signage for better wayfinding performance: New visitors' navigating campus of university. ICIS (2011)
Chang Eun Kim, Pyung Moon, Ilgu Yun, Sungyeon Kim, Jae-Min Myoung, Hyeon Woo Jang, Jungsik Bang
Process estimation and optimized recipes of ZnO: Ga thin film characteristics for transparent electrode applications. Expert Syst. Appl. 38 (3) (2011)
Eunil Park, Sungyeon Kim, Angel Pascual del Pobil
Can I go there? : The Effects of Digital Signage on Psychology of Wayfinding Users. J. Next Gener. Inf. Technol. 2 (4) (2011)
Sungyeon Kim, Seong-Lyong Gong, Jang-Won Lee
Joint optimization of link weight and link capacity expansion in communication networks. ICTC (2010)
Sungyeon Kim, Jang-Won Lee
On the User-Level Satisfactions with User-Level Utility Functions: A Case Study with Scheduling in TDMA Wireless Networks. IEICE Trans. Commun. (4) (2010)
Sungyeon Kim, Jang-Won Lee
Joint Resource Allocation for Uplink and Downlink in Wireless Networks: A Case Study with User-Level Utility Functions. VTC Spring (2009)