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