Country
A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution
Neural Information Processing Systems http://nips.cc/
Lower Bounds on Adversarial Robustness from Optimal Transport
Arjun Nitin Bhagoji, Daniel Cullina, Prateek Mittal
We apply our framework to the case of Gaussian data with norm-bounded adversaries and explicitly show matching bounds for the classification and transport problems as well as the optimality of linear classifiers.
CEDe: Acollectionofexpert-curateddatasetswith atom-levelentityannotationsforOpticalChemical StructureRecognition
Optical Chemical Structure Recognition (OCSR) dealswiththetranslation from chemical imagestomolecular structures, thisbeingthemainwaychemical compounds are depicted in scientific documents.
Zero-Shot Semantic Segmentation
Maxime Bucher, Tuan-Hung VU, Matthieu Cord, Patrick Pérez
Neural Information Processing Systems http://nips.cc/