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Poster
Tue 7:45 L4: Practical loss-based stepsize adaptation for deep learning
Michal Rolinek · Georg Martius
Workshop
Sat 6:20 Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning
Prithviraj Ammanabrolu
Workshop
Sat 11:40 ReLeQ: A Reinforcement Learning Approach for Deep Quantization of Neural Networks
Workshop
Fri 14:15 Rule-Based Sentence Quality Modeling and Assessment using Deep LSTM Features
Aishwarya Pagalla
Poster
Wed 14:00 Are ResNets Provably Better than Linear Predictors?
Ohad Shamir
Workshop
Fri 11:25 Deep neural network compression and acceleration
Anbang Yao
Workshop
Sat 7:20 Baseline: Strong, Extensible, Reproducible, Deep Learning Baselines for NLP
Brian Lester
Poster
Tue 7:45 Tree-to-tree Neural Networks for Program Translation
Xinyun Chen · Chang Liu · Dawn Song
Workshop
Fri 11:00 Efficient Computation of Deep Convolutional Neural Networks: A Quantization Perspective
Max Welling
Poster
Tue 14:00 Training deep learning based denoisers without ground truth data
Shakarim Soltanayev · Se Young Chun
Poster
Tue 7:45 Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data
Xenia Miscouridou · Francois Caron · Yee Whye Teh
Poster
Wed 7:45 Understanding Weight Normalized Deep Neural Networks with Rectified Linear Units
Yixi Xu · Xiao Wang