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