
Overcoming Statistical Shortcuts for Openended Visual Counting
Machine learning models tend to overrely on statistical shortcuts. Thes...
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A Modular Hybridization of Particle Swarm Optimization and Differential Evolution
In swarm intelligence, Particle Swarm Optimization (PSO) and Differentia...
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Unsupervised Object Segmentation by Redrawing
Object segmentation is a crucial problem that is usually solved by using...
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PDEDriven Spatiotemporal Disentanglement
A recent line of work in the machine learning community addresses the pr...
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HybridNet: Classification and Reconstruction Cooperation for SemiSupervised Learning
In this paper, we introduce a new model for leveraging unlabeled data to...
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Benchmarking a (μ+λ) Genetic Algorithm with Configurable Crossover Probability
We investigate a family of (μ+λ) Genetic Algorithms (GAs) which creates ...
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Static Analysis of Communicating Processes using Symbolic Transducers
We present a general model allowing static analysis based on abstract in...
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Prover efficient public verification of dense or sparse/structured matrixvector multiplication
With the emergence of cloud computing services, computationally weak dev...
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Leader Election Problem Versus Pattern Formation Problem
Leader election and arbitrary pattern formation are funda mental tasks ...
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Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge
We consider the use of Deep Learning methods for modeling complex phenom...
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Learning MultiModal Word Representation Grounded in Visual Context
Representing the semantics of words is a longstanding problem for the n...
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Unsupervised Machine Translation Using Monolingual Corpora Only
Machine translation has recently achieved impressive performance thanks ...
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MultiView Data Generation Without View Supervision
The development of highdimensional generative models has recently gaine...
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Stream Graphs and Link Streams for the Modeling of Interactions over Time
Graph theory provides a language for studying the structure of relations...
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Optimizing Quantiles in Preferencebased Markov Decision Processes
In the Markov decision process model, policies are usually evaluated by ...
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Options Discovery with Budgeted Reinforcement Learning
We consider the problem of learning hierarchical policies for Reinforcem...
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Quantile Reinforcement Learning
In reinforcement learning, the standard criterion to evaluate policies i...
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Fader Networks: Manipulating Images by Sliding Attributes
This paper introduces a new encoderdecoder architecture that is trained...
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A Comparative Study of Rankingbased Semantics for Abstract Argumentation
Argumentation is a process of evaluating and comparing a set of argument...
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Inverse Classification for Comparisonbased Interpretability in Machine Learning
In the context of posthoc interpretability, this paper addresses the ta...
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Further Connections Between ContractScheduling and RaySearching Problems
This paper addresses two classes of different, yet interrelated optimiza...
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Explaining robust additive utility models by sequences of preference swaps
Multicriteria decision analysis aims at supporting a person facing a dec...
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Constructive Preference Elicitation by Setwise Maxmargin Learning
In this paper we propose an approach to preference elicitation that is s...
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Expressing social attitudes in virtual agents for social training games
The use of virtual agents in social coaching has increased rapidly in th...
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Interpreting social cues to generate credible affective reactions of virtual job interviewers
In this paper we describe a mechanism of generating credible affective r...
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New Results on Equilibria in Strategic Candidacy
We consider a voting setting where candidates have preferences about the...
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On the Implementation of GNU Prolog
GNU Prolog is a generalpurpose implementation of the Prolog language, w...
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SALSA: A Novel Dataset for Multimodal Group Behavior Analysis
Studying freestanding conversational groups (FCGs) in unstructured soci...
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Parallel local search for solving Constraint Problems on the Cell Broadband Engine (Preliminary Results)
We explore the use of the Cell Broadband Engine (Cell/BE for short) for ...
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Efficient Eigenupdating for Spectral Graph Clustering
Partitioning a graph into groups of vertices such that those within each...
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An Empirical Comparison of Vfold Penalisation and Cross Validation for Model Selection in DistributionFree Regression
Model selection is a crucial issue in machinelearning and a wide variet...
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Modeling Relational Data via Latent Factor Blockmodel
In this paper we address the problem of modeling relational data, which ...
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Sequentially Generated InstanceDependent Image Representations for Classification
In this paper, we investigate a new framework for image classification t...
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Graph Centrality Measures for Boosting PopularityBased Entity Linking
Many Entity Linking systems use collective graphbased methods to disamb...
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DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents
The stateoftheart solutions to the vocabulary mismatch in information...
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Senti17 at SemEval2017 Task 4: Ten Convolutional Neural Network Voters for Tweet Polarity Classification
This paper presents Senti17 system which uses ten convolutional neural n...
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Toward a Deep Neural Approach for KnowledgeBased IR
This paper tackles the problem of the semantic gap between a document an...
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Parameterized Neural Network Language Models for Information Retrieval
Information Retrieval (IR) models need to deal with two difficult issues...
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Deep Feelings: A Massive CrossLingual Study on the Relation between Emotions and Virality
This article provides a comprehensive investigation on the relations bet...
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Extended Recommendation Framework: Generating the Text of a User Review as a Personalized Summary
We propose to augment rating based recommender systems by providing the ...
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Music Generation by Deep Learning  Challenges and Directions
In addition to traditional tasks such as prediction, classification and ...
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Fast Quantum Algorithm for Solving Multivariate Quadratic Equations
In August 2015 the cryptographic world was shaken by a sudden and surpri...
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Drinfeld Modules with Complex Multiplication, Hasse Invariants and Factoring Polynomials over Finite Fields
We present a novel randomized algorithm to factor polynomials over a fin...
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Determinantal sets, singularities and application to optimal control in medical imagery
Control theory has recently been involved in the field of nuclear magnet...
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On the padic stability of the FGLM algorithm
Nowadays, many strategies to solve polynomial systems use the computatio...
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Deterministic Rendezvous at a Node of Agents with Arbitrary Velocities
We consider the task of rendezvous in networks modeled as undirected gra...
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Spatial multiLRU: Distributed Caching for Wireless Networks with Coverage Overlaps
This article introduces a novel family of decentralised caching policies...
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NeuTM: A Neural Networkbased Framework for Traffic Matrix Prediction in SDN
This paper presents NeuTM, a framework for network Traffic Matrix (TM) p...
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Nearly linear time encodable codes beating the GilbertVarshamov bound
We construct explicit nearly linear time encodable errorcorrecting code...
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Byzantine Gathering in Polynomial Time
We study the task of Byzantine gathering in a network modeled as a graph...
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Laboratoire d'Informatique de Paris 6
The LIP6 is a research laboratory under the supervision of the Université Pierre & Marie Curie, and the CNRS (UMR 7606).