발행물

전체 논문

67

41

ReFine: Re-randomization before Fine-tuning for Cross-domain Few-shot Learning
Jaehoon Oh, Sungnyun Kim, Namgyu Ho, Jin-Hwa Kim, Hwanjun Song*, Se-Young Yun* (with NAVER)
International Conference on Information and Knowledge Management, 2022

42

Learning from Noisy Labels with Deep Neural Networks: A Survey
Hwanjun Song, Minseok Kim, Dongmin Park, Yooju Shin, Jae-Gil Lee* (with NAVER)
IEEE Transactions on Neural Networks and Learning Systems (SCIE, IF=14.255), 2022

43

Time Is MattEr: Temporal Self-supervision for Video Transformers
Sukmin Yun, Jaehyung Kim, Dongyoon Han, Hwanjun Song, Jung-Woo Ha, Jinwoo Shin* (with NAVER)
International Conference on Machine Learning, 2022

44

Dataset Condensation via Efficient Synthetic-Data Parameterization
Jang-Hyun Kim, Jinuk Kim, Seong Joon Oh, Sangdoo Yun, Hwanjun Song, Joonhyun Jeong, Jung-Woo Ha, Hyun Oh Song* (with NAVER, SNU)
International Conference on Machine Learning, 2022

45

Coherence-based Label Propagation over Time Series for Accelerated Active Learning
Yooju Shin, Susik Yoon, Sundong Kim, Hwanjun Song, Jae-Gil Lee*, Byung Suk Lee (with UVM)
International Conference on Learning Representations, 2022

46

VIDT: An Efficient and Effective Fully Transformer-based Object Detector
Hwanjun Song*, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang (with NAVER, Google)
International Conference on Learning Representations, 2022

47

Meta-Learning for Online Update of Recommender Systems
Minseok Kim, Hwanjun Song, Yooju Shin, Dongmin Park, Kijung Shin, Jae-Gil Lee*
AAAI Conference on Artificial Intelligence, 2022

48

Covid-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies
Doyoung Kim, Hyangsuk Min, Youngeun Nam, Hwanjun Song, Susik Yoon, Minseok Kim, Jae-Gil Lee* (with NAVER)
AAAI Conference on Artificial Intelligence, 2022

49

Online Continual Learning on A Contaminated Data Stream with Blurry Task Boundaries
Jihwan Bang, Hyunseo Koh, Seulki Park, Hwanjun Song, Jung-Woo Ha, Jonghyun Choi* (with NAVER, GIST)
International Conference on Computer Vision and Pattern Recognition, 2022

50

Task-agnostic undesirable feature deactivation using out-of-distribution data
Dongmin Park, Hwanjun Song, MinSeok Kim, Jae-Gil Lee* (with NAVER)
Advances in Neural Information Processing Systems, 2021