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1
Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization

Yoon, Jaehong; Park, Geon; Jeong, Wonyong; Hwang, Sung Ju, 39th International Conference on Machine Learning, ICML 2022, International Machine Learning Society (IMLS), 2022-07-23

2
Combined group and exclusive sparsity for deep neural networks

Yoon, Jaehong; Hwang, Sung Ju, 34th International Conference on Machine Learning, ICML 2017, pp.6031 - 6039, International Machine Learning Society (IMLS), 2017-08-06

3
Continual Learners are Incremental Model Generalizers

Yoon, Jaehong; Hwang, Sung Ju; Cao, Yue, 40th International Conference on Machine Learning (ICML 2023), International Machine Learning Society, 2023-07-26

4
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

5
Forget-free Continual Learning with Winning Subnetworks

Kang, Haeyong; Mina, Rusty John Lloyd; Madjid, Sultan Rizky Hikmawan; Yoon, Jaehong; Hasegawa-Johnson, Mark; Hwang, Sung Ju; Yoo, Chang-Dong, Fortieth International Conference on Machine Learning, ICML 2022, pp.10734 - 10750, The International Conference on Machine Learning (ICML), 2022-07-19

6
On the Soft-Subnetwork for Few-Shot Class Incremental Learning

kang, Haeyong; Yoon, Jaehong; Madjid, Sultan; Hwang, Sung Ju; Yoo, Chang-Dong, International Conference on Learning Representations (ICLR) 2023, International Conference on Learning Representations, 2023-05-01

7
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

8
Personalized Subgraph Federated Learning

Baek, Jinheon; Jeong, Wonyong; Jin, Jiongdao; Yoon, Jaehong; Hwang, Sung Ju, 40th International Conference on Machine Learning, ICML 2023, pp.1396 - 1415, ML Research Press, 2023-07-23

9
Representational Continuity for Unsupervised Continual Learning

Madaan, Divyam; Yoon, Jaehong; Li, Yuanchun; Liu, Yunxin; Hwang, Sung Ju, 10th International Conference on Learning Representations, ICLR 2022, International Conference on Learning Representations, ICLR, 2022-04-25

10
Text-Conditioned Sampling Framework for Text-to-Image Generation with Masked Generative Models

Lee, Jaewoong; Jang, Sangwon; Jo, JaeHyeong; Yoon, Jaehong; Hwang, Sung Ju, International Conference on Computer Vision (ICCV) 2023, IEEE Computer Society, 2023-10-04

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