Zobrazeno 41 - 50
of 252 041
pro vyhledávání: '"A. Mathieu"'
Satellite imagery plays a crucial role in monitoring changes happening on Earth's surface and aiding in climate analysis, ecosystem assessment, and disaster response. In this paper, we tackle semantic change detection with satellite image time series
Externí odkaz:
http://arxiv.org/abs/2407.07616
Publikováno v:
INTERSPEECH, Sep 2024, Kos Island, Greece
Single-channel speech dereverberation aims at extracting a dry speech signal from a recording affected by the acoustic reflections in a room. However, most current deep learning-based approaches for speech dereverberation are not interpretable for ro
Externí odkaz:
http://arxiv.org/abs/2407.08657
Autor:
Gross, Mathieu, Hooper, Dan
In models featuring extra spatial dimensions, particle collisions in the early universe can produce Kaluza-Klein gravitons. Such particles will later decay, potentially impacting the process of Big Bang nucleosynthesis. In this paper, we consider sce
Externí odkaz:
http://arxiv.org/abs/2407.07529
Autor:
Kong, Yuexuan, Lostanlen, Vincent, Meseguer-Brocal, Gabriel, Wong, Stella, Lagrange, Mathieu, Hennequin, Romain
Although deep neural networks can estimate the key of a musical piece, their supervision incurs a massive annotation effort. Against this shortcoming, we present STONE, the first self-supervised tonality estimator. The architecture behind STONE, name
Externí odkaz:
http://arxiv.org/abs/2407.07408
Autor:
Pan, Lingzhi, Zhang, Tong, Chen, Bingyuan, Zhou, Qi, Ke, Wei, Süsstrunk, Sabine, Salzmann, Mathieu
With the advancements in denoising diffusion probabilistic models (DDPMs), image inpainting has significantly evolved from merely filling information based on nearby regions to generating content conditioned on various prompts such as text, exemplar
Externí odkaz:
http://arxiv.org/abs/2407.08019
This article undertakes a comprehensive examination of two distinct robot morphologies: the PUMA-type arm (Programmable Universal Machine for Assembly) and the UR-type robot (Universal Robots). The primary aim of this comparative analysis is to asses
Externí odkaz:
http://arxiv.org/abs/2407.05720
This white paper summarizes the Workshop on Polarized Target Studies with Real Photons in Hall D at Jefferson Lab, that took place on 21 February 2024. The Workshop included about 45 participants both online and in person at Florida State University
Externí odkaz:
http://arxiv.org/abs/2407.06429
Autor:
Roulet, Vincent, Agarwala, Atish, Grill, Jean-Bastien, Swirszcz, Grzegorz, Blondel, Mathieu, Pedregosa, Fabian
Curvature information -- particularly, the largest eigenvalue of the loss Hessian, known as the sharpness -- often forms the basis for learning rate tuners. However, recent work has shown that the curvature information undergoes complex dynamics duri
Externí odkaz:
http://arxiv.org/abs/2407.06183
The standard approach for Partially Observable Markov Decision Processes (POMDPs) is to convert them to a fully observed belief-state MDP. However, the belief state depends on the system model and is therefore not viable in reinforcement learning (RL
Externí odkaz:
http://arxiv.org/abs/2407.06121
We report a proof-of-principle experiment for a new method of temperature measurements in waveguide quantum electrodynamics (wQED) experiments, allowing one to differentiate between global and local baths. The method takes advantage of collective sta
Externí odkaz:
http://arxiv.org/abs/2407.05958