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College of Engineering(공과대학)Kim Jaechul Graduate School of AI(김재철AI대학원)

AI-Conference Papers(학술대회논문)

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Collection's Items (Sorted by Submit Date in Descending order): 281 to 300 of 605

281
Rotting Infinitely Many-Armed Bandits

Kim, Jung-Hun; Vojnovic, Milan; Yun, Seyoung, The 39th International Conference on Machine Learning, ICML 2022, International Conference on Machine Learning (ICML), 2022-07-20

282
Set2Box: Similarity Preserving Representation Learning for Sets

Lee, Geon; Park, Chanyoung; Shin, Kijung, The 22nd IEEE International Conference on Data Mining, ICDM 2022, pp.1023 - 1028, IEEE Computer Society, 2022-11-29

283
Reciprocity in Directed Hypergraphs: Measures, Findings, and Generators

Kim, Sunwoo; Choe, Min Young; Yoo, Jaemin; Shin, Kijung, The 22nd IEEE International Conference on Data Mining, ICDM 2022, pp.1005 - 1010, IEEE Computer Society, 2022-11-30

284
On divergence measures for Bayesian pseudocoresets

Kim, Balhae; Choi, Jungwon; Lee, Seanie; Lee, Yoonho; Ha, Jung-Woo; Lee, Juho, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Neural Information Processing Systems, 2022-11-30

285
Set-based meta-interpolation for few-task meta-learning

Lee, Seanie; Andries, Bruno; Kawaguchi, Kenji; Lee, Juho; Hwang, Sung Ju, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Neural Information Processing Systems, 2022-11-30

286
Preservation of the Global Knowledge by Not-True Distillation in Federated Learning

Lee, Gihun; Jeong, Minchan; Shin, Yongjin; Bae, Sangmin; Yun, Seyoung, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Advances in Neural Information Processing Systems (NeurIPS), 2022-11-30

287
Robust Streaming PCA

Bienstock, Daniel; Jeong, Minchan; Shukla, Apurv; Yun, Seyoung, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Advances in Neural Information Processing Systems (NeurIPS), 2022-11-30

288
Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty

Oh, Jae Hoon; Kim, Sungnyun; Ho, Namgyu; Kim, Jin-Hwa; Song, Hwanjun; Yun, Seyoung, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Advances in Neural Information Processing Systems (NeurIPS), 2022-12-01

289
Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks?

Choi, Hwanil; Chang, Wonjoon; Choi, Jaesik, Thirty-First International Joint Conference on Artificial Intelligence, IJCAI-22, pp.2888 - 2894, International Joint Conferences on Artificial Intelligence Organization, 2022-07-28

290
Distilled Gradient Aggregation: Purify Features for Input Attribution in the Deep Neural Network

Jeon, Giyoung; Jeong, Haedong; Choi, Jaesik, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Neural Information Processing Systems Foundation, 2022-11-30

291
Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching

Jeong, Wonyong; Hwang, Sung Ju, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Neural Information Processing Systems, 2022-11-30

292
Learning Fractional White Noises in Neural Stochastic Differential Equations

Tong, Anh Hoan; Nguyen-Tang, Thanh; Tran, Toan; Choi, Jaesik, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Neural Information Processing Systems Foundation, 2022-12-01

293
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

294
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

295
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

296
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

297
Consistency Regularization for Adversarial Robustness

Tack, Jihoon; Yu, Sihyun; Jeong, Jongheon; Kim, Minseon; Hwang, Sung Ju; Shin, Jinwoo, The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), pp.8414 - 8422, Association for the Advancement of Artificial Intelligence, 2022-02-24

298
An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks

Jeong, Haedong; Han, Jiyeon; Choi, Jaesik, The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), pp.1052 - 1059, Association for the Advancement of Artificial Intelligence, 2022-02-26

299
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

300
Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations

Jo, Jae-Hyeong; Lee, Seul; Hwang, Sung Ju, Thirty-ninth International Conference on Machine Learning, ICML 2022, pp.10362 - 10383, International Conference on Machine Learning, 2022-07-20

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