Browse "School of Computing(전산학부)" by Author Hwang, Sung Ju
Showing results 1 to 23 of 23
| Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation Jeong, Soyeong; Baek, Jinheon; Cho, Sukmin; Hwang, Sung Ju; Park, Jong C., 60th Annual Meeting of the Association-for-Computational-Linguistics (ACL), pp.442 - 452, ASSOC COMPUTATIONAL LINGUISTICS-ACL, 2022-05 |
| Clinical risk prediction with temporal probabilistic asymmetric multi-task learning = 확률, 시간적 다중 태스크 학습을 이용한 임상적 위험 상황 예측link Jeong, Hyewon; Hwang, Sung Ju; et al, 한국과학기술원, 2021 |
| Deep Asymmetric Multi-task Feature Learning Lee, Haebeom; Yang, Eunho; Hwang, Sung Ju, Thirty-fifth International Conference on Machine Learning, International Machine Learning Society (IMLS), 2018-07-12 |
| Effective Targeted Attacks for Adversarial Self-Supervised Learning Kim, Minseon; Ha, Hyeonjeong; Son, Sooel; Hwang, Sung Ju, 37th Conference on Neural Information Processing Systems (NeurIPS 2023), Neural Information Processing Systems Foundation, 2023-12-12 |
| Effective Targeted Attacks for Adversarial Self-Supervised Learning Kim, Minseon; Ha, Hyeonjeong; Son, Sooel; Hwang, Sung Ju, Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS) 2023, Thirty-seventh Conference on Neural Information Processing Systems, 2023-12-12 |
| Generalizable robust deep learning via adversarial pruning and meta-noise generation = 적대적 프루닝과 메타 노이즈 생성 기반 일반화 가능한 강건한 딥러닝link Madaan, Divyam; Hwang, Sung Ju; et al, 한국과학기술원, 2021 |
| Knowledge-Augmented Language Model Verification Baek, Jinheon; Jeong, Soyeong; Kang, Minki; Park, Jong-Cheol; Hwang, Sung Ju, The 2023 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics (ACL), 2023-12-07 |
| Learning to balance : bayesian meta-learning for imbalanced and out-of-distribution tasks = 불균형 및 분포 외 태스크를 고려한 베이지안 메타러닝 방법link Na, Donghyun; Hwang, Sung Ju; et al, 한국과학기술원, 2019 |
| Learning to Generate Inversion-Resistant Model Explanations Jeong, Hoyong; Lee, Suyoung; Hwang, Sung Ju; Son, Sooel, 36th Annual Conference on Neural Information Processing Systems (NeurIPS 2022), NeurIPS, 2022-11-30 |
| Lifelong Learning with Dynamically Expandable Network Yoon, JaeHong; Lee, Jeongtae; Yang, Eunho; Hwang, Sung Ju, International Conference on Learning Representations, International Conference on Learning Representations, 2018-04-30 |
| Lifelong Learning with Dynamically Expandable Networks Yoon, Jaehong; Yang, Eunho; Lee, Jungtae; Hwang, Sung Ju, Sixth International Conference on Learning Representations, ICLR, 2018-05-01 |
| Margin-based Neural Network Watermarking Kim, Byungjoo; Lee, Suyoung; Lee, Seanie; Son, Sooel; Hwang, Sung Ju, 40th International Conference on Machine Learning (ICML 2023), Proceedings of Machine Learning Research, 2023-07-23 |
| Meta distillation for reinforcement learning = 강화 학습을 위한 메타 디스틸레이션link Nam, Taewook; Hwang, Sung Ju; et al, 한국과학기술원, 2020 |
| MetaPerturb: transferable regularizer for heterogeneous tasks and architectures = 메타-펄터브: 다양한 태스크와 구조에 전이가능한 정규화 기법link Ryoo, Jeong Un; Hwang, Sung Ju; et al, 한국과학기술원, 2021 |
| On-device, online continual learning for the real world = 실세계를 위한 온-디바이스, 온라인 계속적 학습link Yoon, Jaehong; Hwang, Sung Ju; et al, 한국과학기술원, 2023 |
| Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning Jeong, Soyeong; Baek, Jinheon; Hwang, Sung Ju; Park, Jong-Cheol, 61st Annual Meeting of the Association for Computational Linguistics, ACL 2023, pp.6019 - 6031, Association for Computational Linguistics (ACL), 2023-07-10 |
| Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement Jeong, Soyeong; Baek, Jinheon; Hwang, Sung Ju; Park, Jong-Cheol, 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023, pp.477 - 490, Association for Computational Linguistics (ACL), 2023-05-04 |
| SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization Kim, Juyong; Park, Yookoon; Kim, Gunhee; Hwang, Sung Ju, International Conference on Machine Learning, International Machine Learning Society (IMLS), 2017-08-06 |
| Stochastic subset selection = 확률론적 부분 집합 선택link Nguyen, Anh Tuan; Hwang, Sung Ju; et al, 한국과학기술원, 2020 |
| Test-Time Self-Adaptive Small Language Models for Question Answering Jeong, Soyeong; Baek, Jinheon; Cho, Sukmin; Hwang, Sung Ju; Park, Jong-Cheol, The 2023 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics (ACL), 2023-12-07 |
| Time-series explainable artificial intelligence for real-world applications = 실제 산업에 활용하는 시계열 설명가능 인공지능link Huh, Jawook; Hwang, Sung Ju; et al, 한국과학기술원, 2023 |
| Uncertainty calibration in deep learning = 딥러닝의 불확실성 보정에 관한 연구link Willette, Jeffrey Ryan; Hwang, Sung Ju; et al, 한국과학기술원, 2021 |
| Video object detection and segmentation = 비디오 물체 탐지와 세그먼테이션link Bruno, Andries; Hwang, Sung Ju; et al, 한국과학기술원, 2020 |
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