7.1k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- SupélecFR486 papers
- Shandong University of Political Science and LawCN485 papers
- Dalle Molle Institute for Artificial Intelligence ResearchCH65 papers
- New York UniversityUS52 papers
- Università della Svizzera italianaCH21 papers
- Google (United States)US16 papers
- Princeton UniversityUS15 papers
- Courant Institute of Mathematical SciencesUS13 papers
- Politecnico di TorinoIT12 papers
- Meta (Israel)IL11 papers
- Massachusetts Institute of TechnologyUS10 papers
- ETH ZurichCH9 papers
15 papers · 1 filter
On the Lattice Smoothing Parameter Problem
Kai-Min Chung, Daniel Dadush, Feng-Hao Liu +1
The smoothing parameter of a Euclidean lattice , introduced by Micciancio and Regev (FOCS'04; SICOMP'07), is (informally) the smallest amount of Gau…
Audio Source Separation with Discriminative Scattering Networks
Pablo Sprechmann, Joan Bruna, Yann LeCun
In this report we describe an ongoing line of research for solving single-channel source separation problems. Many monaural signal decomposition techniques proposed in the literatu…
Assessment of algorithms for mitosis detection in breast cancer histopathology images
Mitko Veta, Paul J. van Diest, Stefan M. Willems +26
The proliferative activity of breast tumors, which is routinely estimated by counting of mitotic figures in hematoxylin and eosin stained histology sections, is considered to be on…
An Open-Source Research Platform for Embedded Visible Light Networking
Qing Wang, Domenico Giustiniano, Daniele Puccinelli
Despite the growing interest in Visible Light Communication (VLC), a reference networking platform based on commercial off-the-shelf components is not available yet. An open-source…
MoDeep: A Deep Learning Framework Using Motion Features for Human Pose Estimation
Arjun Jain, Jonathan Tompson, Yann LeCun +1
In this work, we propose a novel and efficient method for articulated human pose estimation in videos using a convolutional network architecture, which incorporates both color and…
Convolutional Neural Networks for Sentence Classification
Yoon Kim
We report on a series of experiments with convolutional neural networks (CNN) trained on top of pre-trained word vectors for sentence-level classification tasks. We show that a sim…
Lattice Boltzmann simulations on the role of channel structure for reactive capillary infiltration
Danilo Sergi, Loris Grossi, Tiziano Leidi +1
It is widely recognized that the structure of porous media is of relevance for a variety of mechanical and physical phenomena. The focus of the present work is on capillarity, a po…
A unified framework for solving a general class of conditional and robust set-membership estimation problems
Vito Cerone, Jean-Bernard Lasserre, Dario Piga +1
In this paper we present a unified framework for solving a general class of problems arising in the context of set-membership estimation/identification theory. More precisely, the…
Deep Networks with Internal Selective Attention through Feedback Connections
Marijn Stollenga, Jonathan Masci, Faustino Gomez +1
Traditional convolutional neural networks (CNN) are stationary and feedforward. They neither change their parameters during evaluation nor use feedback from higher to lower layers.…
Universality of cutoff for the Ising model
Eyal Lubetzky, Allan Sly
On any locally-finite geometry, the stochastic Ising model is known to be contractive when the inverse-temperature is small enough, via classical results of Dobrushin and of Ho…
Frustration and Fluctuations in Systems with Quenched Disorder
D. L. Stein
As Phil Anderson noted long ago, frustration can be generally defined by measuring the fluctuations in the coupling energy across a plane boundary between two large blocks of mater…
Sandpiles and Dominos
Laura Florescu, Daniela Morar, David Perkinson +2
We consider the subgroup of the abelian sandpile group of the grid graph consisting of configurations of sand that are symmetric with respect to central vertical and horizontal axe…
Harmonic pinnacles in the Discrete Gaussian model
Eyal Lubetzky, Fabio Martinelli, Allan Sly
The 2D Discrete Gaussian model gives each height function a probability proportional to , where is the inverse-temperatur…
Tangents and rectifiability of Ahlfors regular Lipschitz differentiability spaces
Guy C. David
We study Lipschitz differentiability spaces, a class of metric measure spaces introduced by Cheeger. We show that if an Ahlfors regular Lipschitz differentiability space has charts…
Generating Music from Literature
Hannah Davis, Saif M. Mohammad
We present a system, TransProse, that automatically generates musical pieces from text. TransProse uses known relations between elements of music such as tempo and scale, and the e…