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Career

· Reader, University of Edinburgh

Publications (39)

Disentangling Disentanglement in Variational Autoencoders
International Conference on Machine Learning · 2018
305
cited
Structured Disentangled Representations
International Conference on Artificial Intelligence and Statistics · 2018
177
cited
Adversarial Masking for Self-Supervised Learning
International Conference on Machine Learning · 2022
101
cited
Playing Doom with SLAM-Augmented Deep Reinforcement Learning
arXiv.org · 2016
70
cited
Revisiting Reweighted Wake-Sleep for Models with Stochastic Control Flow
Conference on Uncertainty in Artificial Intelligence · 2018
55
cited
Capturing Label Characteristics in VAEs
International Conference on Learning Representations · 2020
51
cited
Deep Generative Models
Computer Vision · 2022
50
cited
FLIPDIAL: A Generative Model for Two-Way Visual Dialogue
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
42
cited
Relating by Contrasting: A Data-efficient Framework for Multimodal Generative Models
International Conference on Learning Representations · 2020
40
cited
Visual Dialogue without Vision or Dialogue
arXiv.org · 2018
34
cited
Learning Multimodal VAEs through Mutual Supervision
International Conference on Learning Representations · 2021
26
cited
Multitask Soft Option Learning
Conference on Uncertainty in Artificial Intelligence · 2019
26
cited
Revisiting Reweighted Wake-Sleep
arXiv.org · 2018
23
cited
A Conditional Deep Generative Model of People in Natural Images
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2019
22
cited
Hierarchical Disentangled Representations
arXiv.org · 2018
22
cited
A Semi-supervised Deep Generative Model for Human Body Analysis
ECCV Workshops · 2018
17
cited
Learning Disentangled Representations in Deep Generative Models
2017
13
cited
On Incorporating Inductive Biases into VAEs
International Conference on Learning Representations · 2021
11
cited
Coarse-to-Fine Sequential Monte Carlo for Probabilistic Programs
arXiv.org · 2015
10
cited
Drawing out of Distribution with Neuro-Symbolic Generative Models
Neural Information Processing Systems · 2022
10
cited
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N. Siddharth | Researcher Profile | Sotabase | Sotabase