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Stephan Mandt — most-cited papers & profile · Generative Models
← authors
·
overview
Stephan Mandt
22
papers ·
333
citations ·
29
h-index
University of California, Irvine · UC Irvine Health · Irvine University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Dynamic Word Embeddings
2017 · 111 citations
Disentangled Sequential Autoencoder
2018 · 93 citations
Lossy Image Compression with Conditional Diffusion Models
2022 · 30 citations
Advances in Variational Inference
2017 · 26 citations
Deep Generative Video Compression
2018 · 19 citations
Structured Black Box Variational Inference for Latent Time Series Models
2017 · 10 citations
Perturbative Black Box Variational Inference
2017 · 7 citations
Variational Dynamic Mixtures
2020 · 2 citations
Heavy-Tailed Diffusion Models
2024 · 2 citations
Variational Bayesian Quantization
2020 · 1 citations
Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes
2023 · 1 citations
Variational Control for Guidance in Diffusion Models
2025
Towards Fast Stochastic Sampling in Diffusion Generative Models
2024
Unity by Diversity: Improved Representation Learning in Multimodal VAEs
2024
Fast Samplers for Inverse Problems in Iterative Refinement Models
2024
Top co-authors
Kushagra Pandey
· 4
Robert Bamler
· 4
Babak Shahbaba
· 2
Cheng Zhang
· 2
Daphn\'e Chopard
· 2
Julia E. Vogt
· 2
Maja Rudolph
· 2
Norbert Fortin
· 2
Thomas M. Sutter
· 2
Yibo Yang
· 2
Andrea Agostini
· 1
Andrea Agostini
· 1
Topics
Diffusion Models
Training & Sampling
Conditioning & Control
stat.ML
Audio Generation
stat.AP
eess.SP
Text-to-Video
stat.TH
cs.IT