Deep Learning
Training Image Estimators without Image Ground Truth
In other cases, cameras capture degraded images that are low-resolution, blurry, etc., and require a
Generative Image Modeling Using Spatial LSTMs
Neural Information Processing Systems http://nips.cc/
Continuous Hierarchical Representations with Poincarรฉ Variational Auto-Encoders
Emile Mathieu, Charline Le Lan, Chris J. Maddison, Ryota Tomioka, Yee Whye Teh
Many real datasets are hierarchically structured.
Adaptive Auxiliary Task Weighting for Reinforcement Learning
Xingyu Lin, Harjatin Baweja, George Kantor, David Held
Neural Information Processing Systems http://nips.cc/
Semi-supervisedly Co-embedding Attributed Networks
Zaiqiao Meng, Shangsong Liang, Jinyuan Fang, Teng Xiao
Neural Information Processing Systems http://nips.cc/
Data-dependent Sample Complexity of Deep Neural Networks via Lipschitz Augmentation
Neural Information Processing Systems http://nips.cc/
Pointer Networks
Oriol Vinyals, Meire Fortunato, Navdeep Jaitly
Neural Information Processing Systems http://nips.cc/
