No. Title Author Date Journal Publication
64 Few-Shot Learning With Geometric Constraints Hong-Gyu Jung, Seong-Whan Lee 2020-01-01 IEEE Transactions on Neural Networks and Learning Systems Korea Uni.
63 Unsupervised learning of a deep neural network for metal artifact correction using dual‐polarity readout gradients Kinam Kwon, Dongchan Kim, Byungjai Kim, HyunWook Park 2020-01-01 MRM2019 KAIST, Gachon Uni.
62 XAI—Explainable artificial intelligence David Gunning, Mark Stefik, Jaesik Choi, Timothy Miller, Simone Stumpf, Guang-Zhong Yang 2019-12-18 Science Robotics DARPA, Palo Alto Research Center, KAIST, Uni. of Melbourne, Uni. of London, Shanghai Jiao Tong Uni.
61 Bayes-Adaptive Monte-Carlo Planning and Learning for Goal-Oriented Dialogues Youngsoo Jang, Jongmin Lee, Kee-Eung Kim 2019-12-14 NeurIPS 2019 Workshop on Conversational AI KAIST
60 Towards Deep Amortized Clustering Juho Lee, Yoonho Lee, Yee Whye Teh 2019-12-14 NeurIPS 2019 Workshop on Sets & Partitions AITRICS, Kakao Corp., Oxford, Deepmind
59 Combinatorial Inference against Label Noise Paul Hongsuck Seo, Geeho Kim, Bohyung Han 2019-12-11 NeurIPS 2019 POSTECH, Seoul National Uni.
58 Mining_GOLD_samples_for_Conditional_GANs Sangwoo Mo, Chiheon Kim, Sungwoong Kim, Minsu Cho, Jinwoo Shin 2019-12-10 NeurIPS 2019 Kaist, Kakao Brain, POSTECH, AITRICS
57 Learning Machines can Curl _ Adaptive Deep Reinforcement Learning Enables the Robot Curly to Win Against Human Players in an Icy World Dong-Ok Won, Sang-Hoon Lee, Klaus-Robert Müller, Seong-Whan Lee 2019-12-10 NeurIPS 2019 Demonstration Korea Uni., TU Berlin.
56 Unifying Machine Learning and Quantum Chemistry with a Deep Neural Network for Molecular Wavefunctions K. T. Schütt, M. Gastegger, A. Tkatchenko, K.-R. Müller & R. J. Maurer 2019-11-15 Nature Communications Technische Universität Berlin, Uni. of Luxembourg, Uni. of Warwick
55 Toward an interpretable Alzheimer's disease diagnostic model with regional abnormality representation via deep learning Eunho Lee, Jun-Sik Choi, Minjeong Kim, Heung-Il Suk 2019-11-15 NeuroImage 2019 Korea Uni., Uni. of North Carolina at Greensboro