Rianne van den Berg
9 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π§ Keyword Pioneer π£ Hot Topic Early Bird π Renaissance Researcher (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
ICLR (3)
NIPS (3)
UAI (2)
ICML (1)
Top co-authors
Keywords
generative model
(3)
variational inference
(2)
image generation
(2)
speech synthesis
(1)
text generation
(1)
amortized inference
(1)
sinkhorn algorithm
(1)
probabilistic model
(1)
diffusion model
(1)
normalizing flow
(1)
lossless compression
(1)
latent space
(1)
discrete state space
(1)
flow-based model
(1)
variational lower bound
(1)
energy distance
(1)
implicit generative model
(1)
magnitude spectrogram
(1)
cross entropy loss
(1)
transition matrix
(1)
Papers
Clifford Neural Layers for PDE Modeling
ICLR 2023
Autoregressive Diffusion Models
ICLR 2022
Structured Denoising Diffusion Models in Discrete State-Spaces
NIPS 2021
IDF++: Analyzing and Improving Integer Discrete Flows for Lossless Compression
ICLR 2021
A Spectral Energy Distance for Parallel Speech Synthesis
NIPS 2020
Sinkhorn AutoEncoders
UAI 2019
Emerging Convolutions for Generative Normalizing Flows
ICML 2019
Differentiable Probabilistic Models of Scientific Imaging with the Fourier Slice Theorem
UAI 2019
Integer Discrete Flows and Lossless Compression
NIPS 2019