발행물

전체 논문

67

31

Generating instance-level prompts for rehearsal-free continual learning
Dahuin Jung, Dongyoon Han, Jihwan Bang, Hwanjun Song* (with NAVER, Amazon, SNU)
International Conference on Computer Vision, 2023

32

Context Consistency Regularization for Label Sparsity in Time Series
Yooju Shin, Susik Yoon, Hwanjun Song, Dongmin Park, Byunghyun Kim, Jae-Gil Lee*, Byung Suk Lee (with UVM)
International Conference on Machine Learning, 2023

33

Re-thinking Federated Active Learning based on Inter-class Diversity
SangMook Kim, Sangmin Bae, Hwanjun Song*, Se-Young Yun* (with NAVER)
International Conference on Computer Vision and Pattern Recognition, 2023

34

Online Boundary-Free Continual Learning by Scheduled Data Prior
Hyunseo Koh, Minhyuk Seo, Jihwan Bang, Hwanjun Song, Deokki Hong, Seulki Park, Jung-Woo Ha, Jonghyun Choi* (with NAVER, GIST)
International Conference on Learning Representations, 2023

35

Data Collection and Quality Challenges in Deep Learning: A Data-centric AI Perspective
Steven Euijong Whang, Yuji Roh, Hwanjun Song, Jae-Gil Lee* (with NAVER)
The VLDB Journal (SCIE, IF=4.2), 2023

36

Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning
Dongmin Park, Yooju Shin, Jihwan Bang, Youngjun Lee, Hwanjun Song*, Jae-Gil Lee* (with NAVER)
Advances in Neural Information Processing Systems, 2022

37

Understanding Cross-Domain Few-Shot Learning: An Experimental Study
Jaehoon Oh, Sungnyun Kim, Namgyu Ho, Jin-Hwa Kim, Hwanjun Song*, Se-Young Yun* (with NAVER)
Advances in Neural Information Processing Systems, 2022

38

Multi-View POI-level Cellular Trajectory Reconstruction for Digital Contact Tracing of Infectious Diseases
Dongmin Park, Junhyeok Kang, Hwanjun Song, Susik Yoon, Jae-Gil Lee* (with NAVER)
International Conference on Data Mining, 2022

39

E-CLIP: Large-Scale Vision-Language Representation Learning in E-Commerce
Wonyoung Shin, Jonghun Park, Taekang Woo, Yongwoo Cho, Kwangjin Oh, Hwanjun Song* (with NAVER)
International Conference on Information and Knowledge Management, 2022

40

FedRN: Exploiting k-Reliable Neighbors Towards Robust Federated Learning
Sangmook Kim, Wonyoung Shin, Soohyuk Jang, Hwanjun Song*, Se-Young Yun* (with NAVER)
International Conference on Information and Knowledge Management, 2022