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Diffusion models for Handwriting Generation
TroyLuhman, EricLuhman....
Published date-11/13/2020
Handwritinggeneration
In this paper, we propose a diffusion probabilistic model for handwriting generation. Diffusion models are a class of generative models where samples start from Gaussian noise and are gradually denoised …
Cross-Domain Learning for Classifying Propaganda in Online Contents
LiqiangWang, XiaoyuShen, GerarddeMelo....
Published date-11/13/2020
As news and social media exhibit an increasing amount of manipulative polarized content, detecting such propaganda has received attention as a new task for content analysis. Prior work has focused …
Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task Learning
MortezaRohanian, JulianHough....
Published date-11/13/2020
LanguageModelling, Multi-TaskLearning, Part-Of-SpeechTagging
We present a multi-task learning framework to enable the training of one universal incremental dialogue processing model with four tasks of disfluency detection, language modelling, part-of-speech tagging, and utterance segmentation …
Better, Faster Fermionic Neural Networks
JamesS.Spencer, DavidPfau, AleksandarBotev....
Published date-11/13/2020
The Fermionic Neural Network (FermiNet) is a recently-developed neural network architecture that can be used as a wavefunction Ansatz for many-electron systems, and has already demonstrated high accuracy on small …
Expertise and confidence explain how social influence evolves along intellective tasks
OmidAskarisichani, ElizabethY.Huang, KekoaS.Sato....
Published date-11/13/2020
Discovering the antecedents of individuals' influence in collaborative environments is an important, practical, and challenging problem. In this paper, we study interpersonal influence in small groups of individuals who collectively …
FastTrack: an open-source software for tracking varying numbers of deformable objects
BenjaminGallois, RaphaëlCandelier....
Published date-11/13/2020
Analyzing the dynamical properties of mobile objects requires to extract trajectories from recordings, which is often done by tracking movies. We compiled a database of two-dimensional movies for very different …