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Bros: A pre-trained language model focusing on text and layout for better key information extraction from documents
T Hong, D Kim, M Ji, W Hwang, D Nam, S Park
Proceedings of the AAAI Conference on Artificial Intelligence 36 (10), 10767 ¡¦, 2022
1602022
Refine myself by teaching myself: Feature refinement via self-knowledge distillation
M Ji, S Shin, S Hwang, G Park, IC Moon
Proceedings of the IEEE/CVF conference on computer vision and pattern ¡¦, 2021
1602021
Show, attend and distill: Knowledge distillation via attention-based feature matching
M Ji, B Heo, S Park
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7945-7952, 2021
1412021
Sequential recommendation with relation-aware kernelized self-attention
M Ji, W Joo, K Song, YY Kim, IC Moon
Proceedings of the AAAI conference on artificial intelligence 34 (04), 4304-4311, 2020
382020
Hierarchical context enabled recurrent neural network for recommendation
K Song, M Ji, S Park, IC Moon
Proceedings of the AAAI conference on artificial intelligence 33 (01), 4983-4991, 2019
362019
BROS: A pre-trained language model for understanding texts in document
T Hong, DH Kim, M Ji, W Hwang, D Nam, S Park
302021
Unknown-aware domain adversarial learning for open-set domain adaptation
JH Jang, B Na, DH Shin, M Ji, K Song, IC Moon
Advances in Neural Information Processing Systems 35, 16755-16767, 2022
252022
BROS: A pre-trained language model for understanding texts in document (2021)
T Hong, D Kim, M Ji, W Hwang, D Nam, S Park
URL https://openreview. net/forum, 48, 2020
132020
Deep reinforcement learning with fully convolutional neural network to solve an earthwork scheduling problem
S Woo, J Yeon, M Ji, IC Moon, J Park
2018 IEEE international conference on systems, man, and cybernetics (SMC ¡¦, 2018
122018
Adversarial dropout for recurrent neural networks
S Park, K Song, M Ji, W Lee, IC Moon
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4699-4706, 2019
72019
Earthwork Planning via Reinforcement Learning with Heterogeneous Construction Equipment
MG Ji, JK Park, DH Kim, YH Jung, JK Park, IC Moon
Journal of the Korea Society for Simulation 27 (1), 1-13, 2018
12018
Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models
J Lee, S Hwang, W Park, M Ji
Proceedings of the 2024 Conference on Empirical Methods in Natural Language ¡¦, 2024
2024
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging
J Kim, ME Halabi, M Ji, HO Song
arXiv preprint arXiv:2406.12837, 2024
2024
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