Simon Dixon
4 papers · 2020–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
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Hot Topic Early Bird
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Taxonomy Completionist
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Research topics
Keywords
unsupervised learning
(1)
zero-shot learning
(1)
image segmentation
(1)
image generation
(1)
style transfer
(1)
u-net architecture
(1)
diffusion model
(1)
latent variable
(1)
convolutional neural network
(1)
disentangled representation
(1)
generative adversarial network
(1)
language generation
(1)
density ratio
(1)
audio generation
(1)
sequence modelling
(1)
music audio
(1)
dilated filter
(1)
incomplete observation
(1)
causal convolution
(1)
sequential autoencoder
(1)
Papers
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models
IJCAI 2024
Towards Robust Unsupervised Disentanglement of Sequential Data β A Case Study Using Music Audio
IJCAI 2022
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling
IJCAI 2020
Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators
ICLR 2020