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Yoshua Bengio — most-cited papers & profile · Generative Models
← authors
·
overview
Yoshua Bengio
125
papers ·
4346
citations ·
186
h-index
Centre Universitaire de Mila · Université de Montréal
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Semantic Scholar ↗
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Most-cited papers
Mode Regularized Generative Adversarial Networks
2016 · 229 citations
Maximum-Likelihood Augmented Discrete Generative Adversarial Networks
2017 · 175 citations
Boundary-Seeking Generative Adversarial Networks
2017 · 112 citations
Small-GAN: Speeding Up GAN Training Using Core-sets
2019 · 33 citations
Improving and generalizing flow-based generative models with minibatch optimal transport
2023 · 31 citations
Variational Temporal Abstraction
2019 · 24 citations
Perceptual Generative Autoencoders
2019 · 14 citations
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues
2016 · 6 citations
A theory of continuous generative flow networks
2023 · 6 citations
Variance Regularizing Adversarial Learning
2017 · 5 citations
Outsourced diffusion sampling: Efficient posterior inference in latent spaces of generative models
2025
Shaping Inductive Bias in Diffusion Models through Frequency-Based Noise Control
2025
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets
2024
GFlowNet-EM for learning compositional latent variable models
2023
Top co-authors
Nikolay Malkin
· 4
R Devon Hjelm
· 3
Tong Che
· 3
Athul Paul Jacob
· 2
Luca Scimeca
· 2
Ruixiang Zhang
· 2
Wenjie Li
· 2
Aaron Courville
· 1
Adam Trischler
· 1
Alessandro Sordoni
· 1
Alexander Tong
· 1
Alexandra Volokhova
· 1
Topics
Training & Sampling
GANs
Diffusion Models
Conditioning & Control
Text-to-Image
Audio Generation
cs.CL
3D & NeRF Generation
cs.CV
cs.RO