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06/28/2023
New Menger-like dualities in digraphs and applications to half-integral linkages
We present new min-max relations in digraphs between the number of paths...
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09/15/2022
Human-level Atari 200x faster
The task of building general agents that perform well over a wide range ...
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12/10/2020
Cycle convexity and the tunnel number of links
In this work, we introduce a new graph convexity, that we call Cycle Con...
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07/15/2020
Adapting the Directed Grid Theorem into an FPT Algorithm
The Grid Theorem of Robertson and Seymour [JCTB, 1986], is one of the mo...
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02/28/2020
Edge-Disjoint Branchings in Temporal Graphs
A temporal digraph G is a triple (G, γ, λ) where G is a digraph, γ is a ...
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02/10/2020
Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills
Acquiring abilities in the absence of a task-oriented reward function is...
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06/05/2019
How to Initialize your Network? Robust Initialization for WeightNorm & ResNets
Residual networks (ResNet) and weight normalization play an important ro...
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11/12/2018
Importance Weighted Evolution Strategies
Evolution Strategies (ES) emerged as a scalable alternative to popular R...
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03/21/2018
Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks
Adaptive Computation Time for Recurrent Neural Networks (ACT) is one of ...
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08/22/2017
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks
Recurrent Neural Networks (RNNs) continue to show outstanding performanc...
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08/21/2017
More cat than cute? Interpretable Prediction of Adjective-Noun Pairs
The increasing availability of affect-rich multimedia resources has bols...
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07/13/2017
Disentangling Motion, Foreground and Background Features in Videos
This paper introduces an unsupervised framework to extract semantically ...
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04/12/2016