Browse "Kim Jaechul Graduate School of AI(김재철AI대학원)" by Author Yang, Eunho
Showing results 1 to 60 of 71
| A general family of trimmed estimators for robust high-dimensional data Yang, Eunho; Lozano, Aurelie C.; Aravkin, Aleksandr, ELECTRONIC JOURNAL OF STATISTICS, v.12, no.2, pp.3519 - 3553, 2018-10 |
| A review of multivariate distributions for count data derived from the Poisson distribution Inouye, David I.; Yang, Eunho; Allen, Genevera I.; Ravikumar, Pradeep, WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, v.9, no.3, 2017-05 |
| A Simple Framework for Robust Out-of-Distribution Detection Hur, Youngbum; Yang, Eunho; Hwang, Sung Ju, IEEE ACCESS, v.10, pp.23086 - 23097, 2022 |
| AdaBlock: SGD with Practical Block Diagonal Matrix Adaptation for Deep Learning Yun, Jihun; Lozano, Aurelie C.; Yang, Eunho, International Conference on Artificial Intelligence and Statistics, JMLR-JOURNAL MACHINE LEARNING RESEARCH, 2022-03 |
| AdapTable: Test-time adaptation for tabular data via shift-aware uncertainty calibrator and label distribution handler = AdapTable: 도메인 이동 인지 불확실성 보정과 레이블 분포 처리기를 통한 테이블 데이터 테스트 단계 도메인 적응link Woo, Seungyeon; 우승연; et al, 한국과학기술원, 2024 |
| Adaptive Proximal Gradient Methods for Structured Neural Networks Yun, Jihun; Aurelie, Lozano; Yang, Eunho, 35th Conference on Neural Information Processing Systems (NeurIPS), Neural Information Processing Systems, 2021-12-10 |
| Asymmetric Multi-task Learning Based on Task Relatedness and Confidence Lee, Giwoong; Yang, Eunho; Hwang, Sungju, International Conference on Machine Learning (ICML) 33, International Machine Learning Society (IMLS), 2016-06-19 |
| BiasAdv: Bias-Adversarial Augmentation for Model Debiasing Lim, Jongin; Kim, Youngdong; Kim, Byungjai; Ahn, Changho; Shin, Jinwoo; Yang, Eunho; Han, Seungju, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, IEEE Computer Society, 2023-06-20 |
| Bootstrapping neural processes Lee, Juho; Lee, Yoonho; Kim, Jungtaek; Yang, Eunho; Hwang, Sung Ju; Teh, Yee Whye, Advances in Neural Information Processing Systems, NeurIPS 2020, Neural Information Processing Systems, 2020-12-11 |
| Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning Nguyen, Tuan; Jeong, Hyewon; Yang, Eunho; Hwang, Sung Ju, AAAI Conference on Artificial Intelligence 2021, pp.9081 - 9091, AAAI, 2021-02-02 |
| Cluster-promoting quantization with bit-drop for minimizing network quantization loss = 네트워크 양자화 손실을 줄이기 위한 군집 촉진하는 양자화 및 비트드랍link Lee, Jung Hyun; Yang, Eunho; et al, 한국과학기술원, 2021 |
| Cluster-Promoting Quantization with Bit-Drop for Minimizing Network Quantization Loss Lee, Jung Hyun; Yun, Jihun; Hwang, Sung Ju; Yang, Eunho, 18th IEEE/CVF International Conference on Computer Vision (ICCV), pp.5370 - 5379, Computer Vision Foundation, IEEE Computer Society, 2021-10-14 |
Compressed Sensing via Measurement-Conditional Generative Models Kim, Kyung-Su; Lee, Jung Hyun; Yang, Eunho, IEEE ACCESS, v.9, pp.155335 - 155352, 2021-11 |
| Deep Self-Supervised Diversity Promoting Learning on Hierarchical Hyperspheres for Regularization Kim, Youngsung; Hyun, Yoonsuk; Han, Jae-Joon; Yang, Eunho; Hwang, Sung Ju; Shin, Jinwoo, IEEE ACCESS, v.11, pp.146208 - 146222, 2023-12 |
| Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding Kim, Gyeongman; Shim, Hajin; Kim, Hyunsu; Choi, Yunjey; Kim, Junho; Yang, Eunho, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, pp.6091 - 6100, IEEE Computer Society, 2023-06-20 |
| Disentangling and diversifying text-driven image manipulation via StyleGAN generator = StyleGAN 생성모델을 활용한 텍스트 기반 이미지 조작의 분리 및 다양화link Shin, Su-Min; Yang, Eunho; et al, 한국과학기술원, 2022 |
| Distilling Linguistic Context for Language Model Compression Park, GeonDo; Kim, Gyeongman; Yang, Eunho, Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.364 - 378, Association for Computational Linguistics, 2021-11-07 |
| Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning Kim, Jaehyung; Hur, Youngbum; Park, Sejun; Yang, Eunho; Hwang, Sung Ju; Shin, Jinwoo, 34th Conference on Neural Information Processing Systems (NeurIPS) 2020, Neural Information Processing Systems, 2020-12-07 |
| Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods Lee, Juhyuk; Lee, Min-Joong; Yang, June Yong; Yang, Eunho, 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2022, pp.3849 - 3858, Association for Computational Linguistics, 2022-07-12 |
| Electronic apparatus and method for generating trained model Hwang, Sung Ju; Lee, Haebum; Na, Donghyun; Yang, Eunho |
| Extracting relation triples from unseen data = 관계추출 모델의 일반화를 위한 학습 방법link Lee, Juhyuk; Yang, Eunho; et al, 한국과학기술원, 2021 |
| Extracting TTS style via adversarial and supervised contrastive learning = 적대적 및 지도 대조 학습을 통한 TTS 스타일 추출link Shin, Eunhyouk; Yang, Eunho; et al, 한국과학기술원, 2022 |
| Federated Continual Learning with Weighted Inter-client Transfer Yoon, Jaehong; Jeong, Wonyong; Lee, Giwoong; Yang, Eunho; Hwang, Sung Ju, International Conference on Machine Learning (ICML), International Machine Learning Society (IMLS), 2021-07-18 |
| Few-shot Visual Reasoning with Meta-Analogical Contrastive Learning Kim, Youngsung; Shin, Jinwoo; Yang, Eunho; Hwang, Sung Ju, Thirty-fourth Conference on Neural Information Processing Systems, NeurIPS 2020, NeurIPS, 2020-12-07 |
| Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation Jung, Yeonsung; Shim, Hajin; Yang, June Yond; Yang, Eunho, 40th International Conference on Machine Learning, ICML 2023, International Conference on Machine Learning, 2023-07-28 |
| GEX: A flexible method for approximating influence via Geometric Ensemble Kim, Sung-Yub; Yang, Eunho, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, Neural Information Processing Systems Foundatio, 2023-12-15 |
| Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation Park, JoonHyung; Shim, Hajin; Yang, Eunho, 36th AAAI Conference on Artificial Intelligence, AAAI 2022, pp.7966 - 7974, Association for the Advancement of Artificial Intelligence (AAAI), 2022-02-25 |
| GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification Park, JoonHyung; Song, Jaeyun; Yang, Eunho, The Tenth International Conference on Learning Representations, ICLR 2022, International Conference on Learning Representations (ICLR), 2022-04-26 |
| GRAPHENS:NEIGHBOR-AWARE EGO NETWORK SYNTHESIS FOR CLASS-IMBALANCED NODE CLASSIFICATION Park, JoonHyung; Song, Jaeyun; Yang, Eunho, 10th International Conference on Learning Representations, ICLR 2022, International Conference on Learning Representations, ICLR, 2022-04 |
| Graphical Models via Univariate Exponential Family Distributions Yang, Eunho; Ravikumar, Pradeep; Allen, Genevera I.; Liu, Zhandong, JOURNAL OF MACHINE LEARNING RESEARCH, v.16, pp.3813 - 3847, 2015-12 |
| GTA: Graph Truncated Attention for Retrosynthesis Seo, Seung-Woo; Song, You Young; Yang, June Yong; Bae, Seohui; Lee, Hankook; Shin, Jinwoo; Hwang, Sung Ju; et al, AAAI Conference on Artificial Intelligence(AAAI), pp.531 - 539, AAAI, 2021-02-02 |
| Joint Active Feature Acquisition And Classification With Variable-Size Set Encoding Shim, Hajin; Hwang, Sung Ju; Yang, Eunho, 32th Conference on Neural Information Processing Systems, Neural Information Processing Systems, 2018-12-05 |
| Learning How Long to Wait: Adaptively-Constrained Monotonic Multihead Attention for Streaming ASR Song, Jaeyun; Shim, Hajin; Yang, Eunho, 2021 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2021, pp.441 - 448, Institute of Electrical and Electronics Engineers Inc., 2021-12-15 |
| Learning identity-independent expression representation for identity-preserving facial expression transfer = 얼굴 표정 전이에서 인물의 고유 생김새 보존을 위한 인물 독립적 표정 표현의 학습link Hwang, Minyeong; 황민영; et al, 한국과학기술원, 2023 |
| Learning input-agnostic manipulation directions in styleGAN with text guidance = 텍스트를 이용한 StyleGAN의 Input-agnostic 방향 학습link Kim, Yoonjeon; Yang, Eunho; et al, 한국과학기술원, 2023 |
| Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance Kim, Yoonjeon; Kim, Hyunsu; Kim, Junho; Choi, Yunjey; Yang, Eunho, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05-03 |
| Learning Polymorphic Neural ODEs with Time-evolving Mixture Yoon, Tehrim; Shin, Sumin; Yang, Eunho, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.45, no.1, pp.712 - 721, 2023-01 |
| Learning Task Clusters via Sparsity Grouped Multitask Learning Kshirsagar, Meghana; Yang, Eunho; Lozano, Aurélie C, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2017, pp.673 - 689, Springer Verlag, 2017-09 |
| Learning to Sample with Local and Global Contexts in Experience Replay Buffers Oh, Youngmin; Lee, Kimin; Shin, Jinwoo; Yang, Eunho; Hwang, Sung Ju, The Ninth International Conference on Learning Representations (ICLR), International Conference on Learning Representations (ICLR), 2021-05-04 |
| Machine-Learning Model for the Prediction of Hypoxaemia during Endoscopic Retrograde Cholangiopancreatography under Monitored Anaesthesia Care Kang, Huapyong; Lee, Bora; Jo, Jung Hyun; Lee, Hee Seung; Park, Jeong Youp; Bang, Seungmin; Park, Seung Woo; et al, YONSEI MEDICAL JOURNAL, v.64, no.1, pp.25 - 34, 2023-01 |
| Minimum Distance Lasso for robust high-dimensional regression Lozano, Aurélie C.; Meinshausen, Nicolai; Yang, Eunho, ELECTRONIC JOURNAL OF STATISTICS, v.10, no.1, pp.1296 - 1340, 2016-05 |
| Model-augmented Prioritized Experience Replay Oh, Youngmin; Shin, Jinwoo; Yang, Eunho; Hwang, Sung Ju, 10th International Conference on Learning Representations, ICLR 2022, International Conference on Learning Representations, ICLR, 2022-04-25 |
| Neural complexity measures Lee, Yoonho; Lee, Juho; Hwang, Sung Ju; Yang, Eunho; Choi, Seungjin, Advances in Neural Information Processing Systems, NeurIPS 2020, Neural Information Processing Systems, 2020-12-10 |
| On the understanding of sharpness-aware minimization and its application: a perspective on escape efficiency and asymmetric valleys = 예리도 인지 최소화의 이해와 응용: 탈출 효율과 비대칭 경사면의 관점에서link Park, Sihwan; 박시환; et al, 한국과학기술원, 2022 |
| Online Coreset Selection for Rehearsal-based Continual Learning Yoon, Jaehong; Madaan, Divyam; Yang, Eunho; Hwang, Sung Ju, 10th International Conference on Learning Representations, ICLR 2022, International Conference on Learning Representations, ICLR, 2022-04-25 |
| Online Hyperparameter Meta-Learning with Hypergradient Distillation Lee, Hae Beom; Lee, Hayeon; Shin, Jae Woong; Yang, Eunho; Hospedales, Timothy; Hwang, Sung Ju, 10th International Conference on Learning Representations, ICLR 2022, International Conference on Learning Representations, ICLR, 2022-04-25 |
| Ordinal Graphical Models: A Tale of Two Approaches Suggala, Arun Sai; Yang, Eunho; Ravikumar, Pradeep, 34th International Conference on Machine Learning, ICML 2017, pp.3260 - 3269, International Machine Learning Society (IMLS), 2017-08-06 |
| PC-Adapter: Topology-Aware Adapter for Efficient Domain Adaption on Point Clouds with Rectified Pseudo-label Park, Joonhyung; Seo, Hyunjin; Yang, Eunho, International Conference on Computer Vision, ICCV 2023, IEEE Computer Society, 2023-10-05 |
| Progressive curvature encoding for 3d representation learning = 3D 표현 학습을 위한 점진적 곡률 인코딩link Kim, Sohee; 김소희; et al, 한국과학기술원, 2024 |
| Regularized stochastic representation for reliable contrastive learning = 신뢰할 수 있는 대조 학습을 위한 정규화된 확률적 표현 방법link Kwon, Soonwoo; Yang, Eunho; et al, 한국과학기술원, 2021 |
| RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning Lee, Hankook; Ahn, Sungsoo; Seo, Seung-Woo; Song, You Young; Yang, Eunho; Hwang, Sung Ju; Shin, Jinwoo, International Joint Conferences on Artificial Intelligence Organization, pp.2673 - 2679, IJCAI-21 Conference Chair, 2021-08 |
| RGE: A Repulsive Graph Rectification for Node Classification via Influence Song, Jaeyun; Kim, Sung-Yub; Yang, Eunho, 40th International Conference on Machine Learning, ICML 2023, pp.32331 - 32348, ML Research Press, 2023-07-27 |
| Riemannian SAM: Sharpness-Aware Minimization on Riemannian Manifolds Yun, Jihun; Yang, Eunho, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, Neural Information Processing Systems, 2023-12-13 |
| Robustness of adversarial attacks on GNN based on global heterophily level = 그래프의 이종선호 정도에 기반한 그래프 적대적 공격 방어link Bae, Seohui; Yang, Eunho; et al, 한국과학기술원, 2022 |
| Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing Park, JoonHyung; Yang, June Yong; Shin, Jinwoo; Hwang, Sung Ju; Yang, Eunho, Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), pp.7957 - 7965, Association for the Advancement of Artificial Intelligence, 2022-02-22 |
| Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel Kim, Sung-Yub; Park, Sihwan; Yang, Eunho, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05-01 |
| SeamsTalk: Seamless Talking Face Generation via Flow-Guided Inpainting Jeong, Yeongho; Kim, Gyeongman; Jang, Doohyuk; Hwang, Jaeryong; Yang, Eunho, IEEE ACCESS, v.12, pp.46678 - 46689, 2024-03 |
| SeamsTalk: seamless talking face generation via flow-guided inpainting = 광학 흐름 기반 인페인팅을 사용한 매끄러운 발화 얼굴 영상 생성link Jeong, Yeongho; 정영호; et al, 한국과학기술원, 2023 |
| Segment-aware motion model for image animation = 사진 분활 정보를 활용한 움직임 전이 신경망 모델link Shin, Jonghoon; 신종훈; et al, 한국과학기술원, 2023 |
| Semantically-driven cut-and-paste data augmentation strategy for automatic speech recognition = 자동 음성 인식을 위한 의미 중심 컷앤페이스트 데이터 증강 전략link Seo, Kyusung; 서규성; et al, 한국과학기술원, 2024 |
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