| Asymptotically Unbiased Estimation of Physical Observables with Neural Samplers |
Kim A. Nicoli, Shinichi Nakajima, Nils Strodthoff, Wojciech Samek, Klaus-Robert Müller, Pan Kessel |
2020-02-10 |
PHYSICAL REVIEW E |
TU Berlin, Fraunhofer HHI, Korea Uni. |
| An Efficient Explorative Sampling Considering the Generative Boundaries of Deep Generative Neural Networks |
Giyoung Jeon, Haedong Jeong, Jaesik Choi |
2020-02-10 |
AAAI-20 |
UNIST, KAIST |
| Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks |
Woo-Jeoung Nam, Shir Gur, Jaesik Choi, Lior Wolf, Seong-Whan Lee |
2020-02-10 |
AAAI-20 |
Korea Uni., Tel Aviv Uni., Facebook, KAIST |
| Monte-Carlo Tree Search in Continuous Action Spaces with Value Gradients |
Jongmin Lee, Wonseok Jeon, Geon-Hyeong Kim, Kee-Eung Kim |
2020-02-10 |
AAAI-20 |
KAIST, Quebec AI Institute, McGill Uni. |
| Deep Mixed Effect Model using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare |
Ingyo Chung, Saehoon Kim, Juho Lee, Kwang Joon Kim, Sung Ju Hwang, Eunho Yang |
2020-02-10 |
AAAI-20 |
KAIST, AITRICS, Yonsei Uni. |
| Towards Oracle Knowledge Distillation with Neural Architecture Search |
Minsoo Kang, Jonghwan Mun, Bohyung Han |
2020-02-09 |
AAAI-20 |
Seoul National Uni., POSTECH |
| Context-Aware Zero-Shot Recognition |
Ruotian Luo, Ning Zhang, Bohyung Han, Linjie Yang |
2020-02-09 |
AAAI-20 |
TTI-Chicago, Vaitl Inc, Seoul National Uni., ByteDance AI Lab |
| Features Spaces and a Learning System for Structural-temporal Data, and Their Application on a Use Case of Real-time Communication Network Validation Data |
G. Schwenk, B. Jochinke, K.-R. Müller |
2020-02-06 |
PLOS One |
TU Berlin, korea Uni. |
| 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. |
| 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. |
