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 | 160 | 2022 |
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 | 160 | 2021 |
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 | 141 | 2021 |
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 | 38 | 2020 |
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 | 36 | 2019 |
BROS: A pre-trained language model for understanding texts in document T Hong, DH Kim, M Ji, W Hwang, D Nam, S Park | 30 | 2021 |
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 | 25 | 2022 |
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 | 13 | 2020 |
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 | 12 | 2018 |
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 | 7 | 2019 |
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 | 1 | 2018 |
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 |