output
20032026
most citedLSTM: A Search Space Odyssey

7.1k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2011Show all

6 papers · 1 filter

cs.CV2011★ 4 cited

Descriptor learning for omnidirectional image matching

Jonathan Masci, Davide Migliore, Michael M. Bronstein +1

Feature matching in omnidirectional vision systems is a challenging problem, mainly because complicated optical systems make the theoretical modelling of invariance and constructio…

cs.DS2011

The Feedback Arc Set Problem with Triangle Inequality is a Vertex Cover Problem

Monaldo Mastrolilli

We consider the (precedence constrained) Minimum Feedback Arc Set problem with triangle inequalities on the weights, which finds important applications in problems of ranking with…

cs.AI2011★ 12 cited

POWERPLAY: Training an Increasingly General Problem Solver by Continually Searching for the Simplest Still Unsolvable Problem

Jürgen Schmidhuber

Most of computer science focuses on automatically solving given computational problems. I focus on automatically inventing or discovering problems in a way inspired by the playful…

cond-mat.mes-hall2011★ 125 cited

Wetting and contact-line effects for spherical and cylindrical droplets on graphene layers: A comparative molecular-dynamics investigation

Giulio Scocchi, Danilo Sergi, Claudio D'Angelo +1

In Molecular Dynamics (MD) simulations, interactions between water molecules and graphitic surfaces are often modeled as a simple Lennard-Jones potential between oxygen and carbon…

physics.chem-ph2011★ 1 cited

Random packing of small blocks: pressure effects, orientational correlations and application to polymer-based composites

Danilo Sergi, Claudio D'Angelo, Giulio Scocchi +1

Packing is a complex phenomenon of prominence in many natural and industrial processes (liquid crystals, granular materials, infiltration, melting, flow, sintering, segregation, se…

cs.LG2011★ 5.2k cited

Natural Language Processing (almost) from Scratch

Ronan Collobert, Jason Weston, Leon Bottou +3

We propose a unified neural network architecture and learning algorithm that can be applied to various natural language processing tasks including: part-of-speech tagging, chunking…