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19 papers · 1 filter
Co-domain Embedding using Deep Quadruplet Networks for Unseen Traffic Sign Recognition
Junsik Kim, Seokju Lee, Tae-Hyun Oh +1
Recent advances in visual recognition show overarching success by virtue of large amounts of supervised data. However,the acquisition of a large supervised dataset is often challen…
Interpreting Deep Visual Representations via Network Dissection
Bolei Zhou, David Bau, Aude Oliva +1
The success of recent deep convolutional neural networks (CNNs) depends on learning hidden representations that can summarize the important factors of variation behind the data. Ho…
MARXS: A modular software to ray-trace X-ray instrumention
Hans Moritz Günther, Jason Frost, Adam Theriault-Shay
To obtain the best possible scientific result, astronomers must understand the properties of the available instrumentation well. This is important both when designing new instrumen…
New Classes of Set-Sequential Trees
Louis Golowich, Chiheon Kim
A graph is called set-sequential if its vertices can be labeled with distinct nonzero vectors in such that when each edge is labeled with the sum of its…
"Relative-Continuity" for Non-Lipschitz Non-Smooth Convex Optimization using Stochastic (or Deterministic) Mirror Descent
Haihao Lu
The usual approach to developing and analyzing first-order methods for non-smooth (stochastic or deterministic) convex optimization assumes that the objective function is uniformly…
Passive phloem loading and long-distance transport in a synthetic tree-on-a-chip
Jean Comtet, Kaare H. Jensen, Robert Turgeon +2
Vascular plants rely on differences of osmotic pressure to export sugars from regions of synthesis (mature leaves) to sugar sinks (roots, fruits). In this process, known as Münch p…