Sander Dieleman
14 papers · 2012–2023 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Evolution
π₯
Mega-Team Β· Squad
ποΈ
Keyword Collector
(67)
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Trend Setter
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Deep Learning
(12)
Architectures
(8)
Models
(8)
Machine Learning
(7)
Artificial Intelligence
(5)
Core AI
(5)
Core Methods
(4)
Application Areas
(3)
Learning Types Β· Machine Learning
(3)
Speech & Audio
(2)
Learning Types Β· Deep Learning
(2)
Synthesis
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Applications
(1)
Keywords
autoregressive model
(4)
speech synthesis
(2)
convolutional neural network
(2)
music generation
(2)
neural network
(2)
audio synthesis
(2)
generative model
(2)
waveform generation
(2)
collaborative filtering
(1)
audio-visual learning
(1)
embedding learning
(1)
image compression
(1)
music recommendation
(1)
markov chain monte carlo
(1)
image generation
(1)
multimodal learning
(1)
audio feature prediction
(1)
sparse representation
(1)
dynamic time warping
(1)
reservoir computing
(1)
Papers
Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC
ICML 2023
General-purpose, long-context autoregressive modeling with Perceiver AR
ICML 2022
End-to-end Adversarial Text-to-Speech
ICLR 2021
Generating images with sparse representations
ICML 2021
High Fidelity Speech Synthesis with Adversarial Networks
ICLR 2020
Self-Supervised MultiModal Versatile Networks
NeurIPS 2020
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset
ICLR 2019
Efficient Neural Audio Synthesis
ICML 2018
Parallel WaveNet: Fast High-Fidelity Speech Synthesis
ICML 2018
The challenge of realistic music generation: modelling raw audio at scale
NeurIPS 2018
Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders
ICML 2017
Exploiting Cyclic Symmetry in Convolutional Neural Networks
ICML 2016
Deep content-based music recommendation
NeurIPS 2013
Oger: Modular Learning Architectures For Large-Scale Sequential Processing
JMLR 2012