Sander Dieleman
14 papers · 2012–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (11) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (9)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(22)
π£
Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
π₯
Mega-Team
(22)
π₯
Unstoppable
(8)
ποΈ
Keyword Collector
(58)
π
Century Club
(14)
π
Trend Setter
Conferences
ICML (7)
ICLR (3)
NIPS (3)
JMLR (1)
Top co-authors
Keywords
autoregressive model
(3)
convolutional neural network
(2)
waveform generation
(2)
image generation
(1)
embedding learning
(1)
collaborative filtering
(1)
sparse representation
(1)
data augmentation
(1)
speech synthesis
(1)
multimodal learning
(1)
audio-visual learning
(1)
image compression
(1)
music recommendation
(1)
markov chain monte carlo
(1)
parameter sharing
(1)
content-based filtering
(1)
reservoir computing
(1)
audio feature prediction
(1)
content-based recommendation
(1)
self-supervised learning
(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
Generating images with sparse representations
ICML 2021
End-to-end Adversarial Text-to-Speech
ICLR 2021
High Fidelity Speech Synthesis with Adversarial Networks
ICLR 2020
Self-Supervised MultiModal Versatile Networks
NIPS 2020
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset
ICLR 2019
The challenge of realistic music generation: modelling raw audio at scale
NIPS 2018
Efficient Neural Audio Synthesis
ICML 2018
Parallel WaveNet: Fast High-Fidelity Speech Synthesis
ICML 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
NIPS 2013
Oger: Modular Learning Architectures For Large-Scale Sequential Processing
JMLR 2012