Browse "AI-Conference Papers(학술대회논문)" by Author Yang, Eunho
Showing results 1 to 45 of 45
| 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 |
| 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 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 |
| 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 |
| 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 |
| 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 |
| 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 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 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Set based stochastic subsampling Andries, Bruno; Lee, Seanie; Nguyen, Tuan Anh; Lee, Juho; Yang, Eunho; Hwang, Sung Ju, The 39th International Conference on Machine Learning, ICML 2022, pp.619 - 638, International Conference on Machine Learning, 2022-07-17 |
| SGEM: Test-Time Adaptation for Automatic Speech Recognition via Sequential-Level Generalized Entropy Minimization Kim, Changhun; Park, Joonhyung; Shim, Hajin; Yang, Eunho, 24th International Speech Communication Association, Interspeech 2023, pp.3367 - 3371, International Speech Communication Association, 2023-08-23 |
| Sparse + Group-Sparse Dirty Models: Statistical Guarantees without Unreasonable Conditions and a Case for Non-Convexity. Yang, Eunho; Lozano, Aurelie, International Conference on Machine Learning (ICML) 34, International Machine Learning Society (IMLS), 2017-08-06 |
| Spectral Approximate Inference Park, Sejun; Yang, Eunho; Yun, Seyoung; Shin, Jinwoo, 36th International Conference on Machine Learning (ICML), ICML committee, 2019-06-13 |
| TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification Song, Jaeyun; Park, JoonHyung; Yang, Eunho, The 39th International Conference on Machine Learning, ICML 2022, International Conference on Machine Learning, 2022-07-19 |
| TEDDY: Trimming Edges with Degree-based Discrimination strategY Seo, Hyunjin; Yun, Jihun; Yang, Eunho, The Twelfth International Conference on Learning Representations, ICLR 2024, International Conference on Learning Representations (ICLR), 2024-05-09 |
| Time-Reversal Symmetric ODE Network Huh, In; Yang, Eunho; Hwang, Sung Ju; Shin, Jinwoo, Thirty-fourth Conference on Neural Information Processing Systems, NeurIPS 2020, NeurIPS, 2020-12-07 |
| Trimming the l-1 Regularizer: Statistical Analysis, Optimization, and Applications to Deep Learning Yun, Jihun; Zheng, Peng; Yang, Eunho; Lozano, Aurelie; Aravkin Aleksandr, Thirty-sixth International Conference on Machine Learning, ICML, 2019-06-10 |
| Weavspeech: Data Augmentation Strategy For Automatic Speech Recognition Via Semantic-Aware Weaving Seo, Kyusung; Park, Joonhyung; Song, Jaeyun; Yang, Eunho, 48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023, IEEE Signal Processing Society, 2023-06-04 |
| ZET-Speech: Zero-shot adaptive Emotion-controllable Text-to-Speech Synthesis with Diffusion and Style-based Models Kang, Minki; Han, Wooseok; Hwang, Sung Ju; Yang, Eunho, 24th International Speech Communication Association, Interspeech 2023, pp.4339 - 4343, International Speech Communication Association, 2023-08-22 |
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