Amur Ghose
5 papers · 2018–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Architectures
(4)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Models
(3)
Application Areas
(2)
Techniques
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Generation
(1)
Keywords
contrastive learning
(2)
deterministic autoencoder
(2)
variational autoencoder
(2)
batch normalization
(2)
structure learning
(1)
graph representation learning
(1)
language modeling
(1)
graph representation
(1)
variable decomposition
(1)
graph partitioning
(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)
Papers
Batchnorm Allows Unsupervised Radial Attacks
NeurIPS 2023
Contrastive Deterministic Autoencoders For Language Modeling
EMNLP 2023
Spectral Augmentations for Graph Contrastive Learning
AISTATS 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