Amur Ghose
5 papers · 2018–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5)
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Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(20)
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Trend Setter
Conferences
AISTATS (1)
EMNLP (1)
NIPS (1)
PGM (1)
UAI (1)
Top co-authors
Keywords
batch normalization
(2)
deterministic autoencoder
(2)
variational autoencoder
(2)
contrastive learning
(2)
graph representation learning
(1)
language modeling
(1)
graph representation
(1)
variable decomposition
(1)
spectral analysis
(1)
image recognition
(1)
graph structure learning
(1)
entropic regularization
(1)
adversarial attack
(1)
generative model
(1)
probabilistic graphical model
(1)
latent space
(1)
graph augmentation
(1)
intermediate representation
(1)
sum-product network
(1)
graph contrastive learning
(1)
Papers
Batchnorm Allows Unsupervised Radial Attacks
NIPS 2023
Spectral Augmentations for Graph Contrastive Learning
AISTATS 2023
Contrastive Deterministic Autoencoders For Language Modeling
EMNLP 2023
Batch norm with entropic regularization turns deterministic autoencoders into generative models
UAI 2020
Prometheus : Directly Learning Acyclic Directed Graph Structures for Sum-Product Networks
PGM 2018