South America
From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction
Hidenori Tanaka, Aran Nayebi, Niru Maheswaranathan, Lane McIntosh, Stephen Baccus, Surya Ganguli
Neural Information Processing Systems http://nips.cc/
STREETS: A Novel Camera Network Dataset for Traffic Flow
In this paper, we introduce STREETS, a novel traffic flow dataset from publicly available web cameras in the suburbs of Chicago, IL. We seek to address the limitations of existing datasets in this area. Many such datasets lack a coherent traffic network graph to describe the relationship between sensors.
Learning to Optimize in Swarms
Yue Cao, Tianlong Chen, Zhangyang Wang, Yang Shen
Neural Information Processing Systems http://nips.cc/
Outlier Detection and Robust PCA Using a Convex Measure of Innovation
Neural Information Processing Systems http://nips.cc/
Untangling in Invariant Speech Recognition
Cory Stephenson, Jenelle Feather, Suchismita Padhy, Oguz Elibol, Hanlin Tang, Josh McDermott, SueYeon Chung
Neural Information Processing Systems http://nips.cc/
Convergent Policy Optimization for Safe Reinforcement Learning
Ming Yu, Zhuoran Yang, Mladen Kolar, Zhaoran Wang
Neural Information Processing Systems http://nips.cc/
Viewpoint Generalization via a Binocular Vision
Convolutional Neural Networks (CNNs, LeCun et al. (1989, 1998)) are models inspired by how the Despite giving impressive performance in many applications, CNNs still have a long way to go in terms of being comparable to human's visual ability. The two images from the left eye and the right eye are merged and then fed into regular CNN layers.
MND left her without a voice. Eight seconds of scratchy audio gave it back to her
MND left her without a voice. After such a long time, I couldn't really remember my voice, Sarah Ezekiel tells BBC Access All. When I first heard it again, I felt like crying. The onset of motor neurone disease (MND) left Sarah without a voice and the use of her hands at the age of 34. It was within months of her becoming a mum for the second time.
Constrained Reinforcement Learning Has Zero Duality Gap
Santiago Paternain, Luiz Chamon, Miguel Calvo-Fullana, Alejandro Ribeiro
Neural Information Processing Systems http://nips.cc/