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pro vyhledávání: '"Lee, Soochan"'
In the present era of deep learning, continual learning research is mainly focused on mitigating forgetting when training a neural network with stochastic gradient descent on a non-stationary stream of data. On the other hand, in the more classical l
Externí odkaz:
http://arxiv.org/abs/2405.18758
Over the past decade, deep neural networks have demonstrated significant success using the training scheme that involves mini-batch stochastic gradient descent on extensive datasets. Expanding upon this accomplishment, there has been a surge in resea
Externí odkaz:
http://arxiv.org/abs/2311.05241
In this work, we aim to establish a strong connection between two significant bodies of machine learning research: continual learning and sequence modeling. That is, we propose to formulate continual learning as a sequence modeling problem, allowing
Externí odkaz:
http://arxiv.org/abs/2310.11952
Autor:
Lee, Soochan, Kim, Gunhee
Generating intermediate steps, or Chain of Thought (CoT), is an effective way to significantly improve language models' (LM) multi-step reasoning capability. However, the CoT lengths can grow rapidly with the problem complexity, easily exceeding the
Externí odkaz:
http://arxiv.org/abs/2306.06891
Despite the growing interest in continual learning, most of its contemporary works have been studied in a rather restricted setting where tasks are clearly distinguishable, and task boundaries are known during training. However, if our goal is to dev
Externí odkaz:
http://arxiv.org/abs/2001.00689
Recent advances in conditional image generation tasks, such as image-to-image translation and image inpainting, are largely accounted to the success of conditional GAN models, which are often optimized by the joint use of the GAN loss with the recons
Externí odkaz:
http://arxiv.org/abs/1902.09225
Publikováno v:
In Coordination Chemistry Reviews 15 December 2020 425
Autor:
Nam, Joohan, Kim, Seokjin, Jin, Eunji, Lee, Soochan, Cho, Hye Jin, Min, Seung Kyu, Choe, Wonyoung
Publikováno v:
Angewandte Chemie; Jul2024, Vol. 136 Issue 29, p1-7, 7p
Nickel-Catalyzed Mono- and Dihydrosilylation of Aliphatic Alkynes in Aqueous and Aerobic Conditions.
Autor:
Lee, Chanmi, Jeon, Ji Hwan, Lee, Soochan, Choe, Wonyoung, Kwak, Jaesung, Seo, Sangwon, Hong, Sung You, Jung, Byunghyuck
Publikováno v:
ACS Catalysis; 4/5/2024, Vol. 14 Issue 7, p5077-5087, 11p
Publikováno v:
Small; 4/12/2023, Vol. 19 Issue 15, p1-9, 9p