Browse "CS-Conference Papers(학술회의논문)" by Author Song, Hwanjun
Showing results 1 to 17 of 17
| Carpe Diem, Seize the Samples Uncertain "at the Moment" for Adaptive Batch Selection Song, Hwanjun; Kim, MinSeok; KIM, Sundong; Lee, Jae-Gil, 29th ACM International Conference on Information and Knowledge Management (CIKM), pp.1385 - 1394, Association for Computing Machinery, 2020-10-23 |
| Coherence-based Label Propagation over Time Series for Accelerated Active Learning Shin, Yooju; Yoon, Susik; Kim, Sundong; Song, Hwanjun; Lee, Jae-Gil; Lee, Byung Suk, Tenth International Conference on Learning Representations, ICLR 2022, International Conference on Learning Representations (ICLR), 2022-04-28 |
| Context Consistency Regularization for Label Sparsity in Time Series Shin, Yooju; Yoon, Susik; Song, Hwanjun; Park, Dongmin; Kim, Byunghyun; Lee, Jae-Gil; Lee, Byung Suk, 40th International Conference on Machine Learning, ICML 2023, pp.31579 - 31595, ML Research Press, 2023-07-28 |
| COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies Kim, Doyoung; Min, Hyangsuk; Nam, Youngeun; Song, Hwanjun; Yoon, Susik; Kim, MinSeok; Lee, Jae-Gil, 36th AAAI Conference on Artificial Intelligence, AAAI 2022, pp.11971 - 11981, Association for the Advancement of Artificial Intelligence, 2022-02-25 |
| Exploiting Scene Depth for Object Detection with Multimodal Transformers Song, Hwanjun; Kim, Eunyoung; Jampan, Varun; Sun, Deqing; Lee, Jae-Gil; Yang, Ming-Hsuan, 32nd British Machine Vision Conference, pp.1 - 14, British Machine Vision Association (BMVA), 2021-11-24 |
| Hi-COVIDNet: Deep Learning Approach to Predict Inbound COVID-19 Patients and Case Study in South Korea Kim, MinSeok; Kang, Junkyeok; Kim, Doyoung; Song, Hwanjun; Min, Hyangsuk; Nam, Youngeun; Park, Dongmin; et al, 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2020, pp.3466 - 3473, Association for Computing Machinery, 2020-08-24 |
| Machine Learning Robustness, Fairness, and their Convergence Lee, Jae-Gil; Roh, Yuji; Song, Hwanjun; Whang, Steven Euijong, 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2021, pp.4046 - 4047, Association for Computing Machinery, 2021-08-14 |
| Meta-Learning for Online Update of Recommender Systems Kim, MinSeok; Song, Hwanjun; Shin, Yooju; Park, Dongmin; Shin, Kijung; Lee, Jae-Gil, 36th AAAI Conference on Artificial Intelligence, AAAI 2022, pp.4065 - 4074, Association for the Advancement of Artificial Intelligence, 2022-02-25 |
| Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning Park, Dongmin; Shin, Yooju; Bang, Jihwan; Lee, Youngjun; Song, Hwanjun; Lee, Jae-Gil, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Neural Information Processing Systems, 2022-12-01 |
| Multi-view POI-level Cellular Trajectory Reconstruction for Digital Contact Tracing of Infectious Diseases Park, Dongmin; Kang, Junhyeok; Song, Hwanjun; Yoon, Susik; Lee, Jae-Gil, 22nd IEEE International Conference on Data Mining, ICDM 2022, pp.1137 - 1142, IEEE, 2022-11-30 |
| PAMAE: Parallel k-Medoids Clustering with High Accuracy and Efficiency Song, Hwanjun; Lee, Jae-Gil; Han, Wook-Shin, 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pp.1087 - 1096, ACM Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), 2017-08-14 |
| PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation Kim, Minseok; Song, Hwanjun; Kim, Doyoung; Shin, Kijung; Lee, Jae-Gil, 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence, pp.4164 - 4171, ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE, 2021-02-04 |
| Revisit Prediction by Deep Survival Analysis Kim, Sundong; Song, Hwanjun; Kim, Sejin; Kim, Beomyoung; Lee, Jae-Gil, 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, pp.514 - 526, Springer, 2020-05-14 |
| Robust Learning by Self-Transition for Handling Noisy Labels Song, Hwanjun; Kim, Minseok; Park, Dongmin; Shin, Yooju; Lee, Jae-Gil, 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2021, pp.1490 - 1500, Association for Computing Machinery, 2021-08-18 |
| SELFIE: Refurbishing Unclean Samples for Robust Deep Learning Song, Hwanjun; Kim, MinSeok; Lee, Jae-Gil, 36th International Conference on Machine Learning (ICML), pp.5907 - 5915, ICML, 2019-06-12 |
| Task-Agnostic Undesirable Feature Deactivation Using Out-of-Distribution Data Park, Dongmin; Song, Hwanjun; Kim, MinSeok; Lee, Jae-Gil, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-10 |
| TRAP: Two-level Regularized Autoencoder-based Embedding for Power-law Distributed Data Park, Dongmin; Song, Hwanjun; Kim, MinSeok; Lee, Jae-Gil, 29th International World Wide Web Conference, WWW 2020, pp.1615 - 1624, Association for Computing Machinery, Inc, 2020-04-22 |
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