
Deep ContextAware Kernel Networks
Context plays a crucial role in visual recognition as it provides comple...
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Exploring SelfAssembling Behaviors in a Swarm of Biomicrorobots using SurrogateAssisted MAPElites
Swarms of molecular robots are a promising approach to create specific s...
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SmallTask Incremental Learning
Lifelong learning has attracted much attention, but existing works still...
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Novelty Search makes Evolvability Inevitable
Evolvability is an important feature that impacts the ability of evoluti...
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Prioritized Sweeping Neural DynaQ with Multiple Predecessors, and Hippocampal Replays
During sleep and awake rest, the hippocampus replays sequences of place ...
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Topological Data Analysis Made Easy with the Topology ToolKit
This tutorial presents topological methods for the analysis and visualiz...
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Piecewise Deterministic Markov Processes and their invariant measure
Piecewise Deterministic Markov Processes (PDMPs) are studied in a genera...
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Lifted Wasserstein Matcher for Fast and Robust Topology Tracking
This paper presents a robust and efficient method for tracking topologic...
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Firstorder and secondorder variants of the gradient descent: a unified framework
In this paper, we provide an overview of firstorder and secondorder va...
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Convergence rate of optimal quantization grids and application to empirical measure
We study the convergence rate of optimal quantization for a probability ...
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eXclusive Autoencoder (XAE) for Nucleus Detection and Classification on Hematoxylin and Eosin (H&E) Stained Histopathological Images
In this paper, we introduced a novel feature extraction approach, named ...
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From exploration to control: learning object manipulation skills through novelty search and local adaptation
Programming a robot to deal with openended tasks remains a challenge, i...
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Searching News Articles Using an Event Knowledge Graph Leveraged by Wikidata
News agencies produce thousands of multimedia stories describing events ...
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Stabilization of infinitedimensional linear control systems by POD reducedorder Riccati feedback
There exist many ways to stabilize an infinitedimensional linear autono...
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Unsupervised Learning and Exploration of Reachable Outcome Space
Performing Reinforcement Learning in sparse rewards settings, with very ...
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Highlighting Bias with Explainable NeuralSymbolic Visual Reasoning
Many highperformance models suffer from a lack of interpretability. The...
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Ephemeral instruments
This article questions the notion of ephemerality of digital musical ins...
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State Representation Learning from Demonstration
In a context where several policies can be observed as black boxes on di...
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Solving Inverse Problems by Joint Posterior Maximization with a VAE Prior
In this paper we address the problem of solving illposed inverse proble...
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Turnpike in optimal shape design
We introduce and study the turnpike property for timevarying shapes, wi...
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Totally Deep Support Vector Machines
Support vector machines (SVMs) have been successful in solving many comp...
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Mathematical Analysis of Robustness of TwoLevel Domain Decomposition Methods with respect to Inexact Coarse Solves
Convergence of domain decomposition methods rely heavily on the efficien...
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On Polynomial Modular Number Systems over Z/pZ
Polynomial Modular Number System (PMNS) is a convenient number system fo...
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Analysis of the SORAS domain decomposition preconditioner for nonselfadjoint or indefinite problems
We analyze the convergence of the onelevel overlapping domain decomposi...
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Explaining Regression Based Neural Network Model
Several methods have been proposed to explain Deep Neural Network (DNN)....
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ActionSpotter: Deep Reinforcement Learning Framework for Temporal Action Spotting in Videos
Summarizing video content is an important task in many applications. Thi...
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MobiAxis: An Embodied Learning Task for Teaching Multiplication with a Social Robot
The use of robots in educational settings is growing increasingly popula...
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High performance SIMD modular arithmetic for polynomial evaluation
Two essential problems in Computer Algebra, namely polynomial factorizat...
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Reproducibility of Parallel Preconditioned Conjugate Gradient in Hybrid Programming Environments
The Preconditioned Conjugate Gradient method is often employed for the s...
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Linear functional regression with truncated signatures
We place ourselves in a functional regression setting and propose a nove...
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Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects
We present new insights into causal inference in the context of Heteroge...
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Sorbonne Université
Sorbonne University is a public research university in Paris, France, established by the merger in 2018 of ParisSorbonne University, Pierre et Marie Curie University, and other smaller institutions.