| 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. |
| 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 |
| 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 |
| Combinatorial Inference against Label Noise |
Paul Hongsuck Seo, Geeho Kim, Bohyung Han |
2019-12-11 |
NeurIPS 2019 |
POSTECH, Seoul National Uni. |
| 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. |
| 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 |
| 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 |
| 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 |
| Variational Hierarchical User-based Conversation Model |
JinYeong Bak, Alice Oh |
2019-11-07 |
EMNLP-2019 |
KAIST |
| PyOpenDial: A Python-based Domain-Independent Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules |
Youngsoo Jang, Jongmin Lee, Jaeyoung Park, Kyeng-Hun Lee, Pierre Lison, Kee-Eung Kim |
2019-11-07 |
EMNLP-2019 |
KAIST, Samsung Electronics, Norwegian Computing Center |
