NeurIPS 2018
1,009 papers
Adaptive Sampling Towards Fast Graph Representation Learning
Wenbing Huang, Tong Zhang, Yu Rong, Junzhou Huang
Contextual bandits with surrogate losses: Margin bounds and efficient algorithms
Dylan J Foster, Akshay Krishnamurthy
Contour location via entropy reduction leveraging multiple information sources
Alexandre Marques, Remi Lam, Karen Willcox
KDGAN: Knowledge Distillation with Generative Adversarial Networks
Xiaojie Wang, Rui Zhang, Yu Sun, Jianzhong Qi
Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies
Sungryull Sohn, Junhyuk Oh, Honglak Lee
Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks
Hyeonseob Nam, Hyo-Eun Kim
On GANs and GMMs
Eitan Richardson, Yair Weiss
Self-Supervised Generation of Spatial Audio for 360° Video
Pedro Morgado, Nuno Nvasconcelos, Timothy Langlois, Oliver Wang
Synthesized Policies for Transfer and Adaptation across Tasks and Environments
Hexiang Hu, Liyu Chen, Boqing Gong, Fei Sha