Himanshu Asnani
7 papers · 2018–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π Cross-Pollinator (15)
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Keyword Pioneer
π
Keyword Champion
(3)
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Conference Pioneer
Conferences
UAI (4)
NIPS (2)
AAAI (1)
Top co-authors
Keywords
information theory
(3)
conditional mutual information
(3)
generative model
(3)
latent space
(3)
generative adversarial network
(2)
adversarial auto-encoder
(2)
deep learning
(1)
information theoretic
(1)
mutual information
(1)
multivariate analysis
(1)
cluster structure
(1)
mutual information estimation
(1)
wasserstein auto-encoder
(1)
channel coding
(1)
neural estimator
(1)
inverse network
(1)
latent space clustering
(1)
mode collapse
(1)
causal learning
(1)
radon-nikodym derivative
(1)
Papers
FlexAE: flexibly learning latent priors for wasserstein auto-encoders
UAI 2021
MaskAAE: Latent space optimization for Adversarial Auto-Encoders
UAI 2020
C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation
UAI 2020
CCMI : Classifier based Conditional Mutual Information Estimation
UAI 2019
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels
NIPS 2019
ClusterGAN: Latent Space Clustering in Generative Adversarial Networks
AAAI 2019
Estimators for Multivariate Information Measures in General Probability Spaces
NIPS 2018