Papers
Pelee: A Real-Time Object Detection System on Mobile Devices
Robert J. Wang, Xiang Li, Charles X. Ling
Generalisation of structural knowledge in the hippocampal-entorhinal system
James Whittington, Timothy Muller, Shirely Mark et al.
L4: Practical loss-based stepsize adaptation for deep learning
Michal Rolinek, Georg Martius
See and Think: Disentangling Semantic Scene Completion
Shice Liu, YU HU, Yiming Zeng et al.
Representation Balancing MDPs for Off-policy Policy Evaluation
Yao Liu, Omer Gottesman, Aniruddh Raghu et al.
Learning semantic similarity in a continuous space
Michel Deudon
Online Reciprocal Recommendation with Theoretical Performance Guarantees
Fabio Vitale, Nikos Parotsidis, Claudio Gentile
Turbo Learning for CaptionBot and DrawingBot
Qiuyuan Huang, Pengchuan Zhang, Dapeng Wu et al.
Improving Simple Models with Confidence Profiles
Amit Dhurandhar, Karthikeyan Shanmugam, Ronny Luss et al.
Constructing Fast Network through Deconstruction of Convolution
Yunho Jeon, Junmo Kim
Unsupervised Video Object Segmentation for Deep Reinforcement Learning
Vikash Goel, Jameson Weng, Pascal Poupart
Bilinear Attention Networks
Jin-Hwa Kim, Jaehyun Jun, Byoung-Tak Zhang
Multivariate Time Series Imputation with Generative Adversarial Networks
Yonghong Luo, Xiangrui Cai, Ying ZHANG et al.
Learning Beam Search Policies via Imitation Learning
Renato Negrinho, Matthew Gormley, Geoffrey J. Gordon
Training Deep Models Faster with Robust, Approximate Importance Sampling
Tyler B Johnson, Carlos Guestrin
Constructing Deep Neural Networks by Bayesian Network Structure Learning
Raanan Y. Rohekar, Shami Nisimov, Yaniv Gurwicz et al.
Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams
Tam Le, Makoto Yamada
Flexible and accurate inference and learning for deep generative models
Eszter Vértes, Maneesh Sahani
Knowledge Distillation by On-the-Fly Native Ensemble
xu lan, Xiatian Zhu, Shaogang Gong
Credit Assignment For Collective Multiagent RL With Global Rewards
Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau
A Bayesian Approach to Generative Adversarial Imitation Learning
Wonseok Jeon, Seokin Seo, Kee-Eung Kim
Learning Optimal Reserve Price against Non-myopic Bidders
Jinyan Liu, Zhiyi Huang, Xiangning Wang
MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare
Edward Choi, Cao Xiao, Walter Stewart et al.