Paroma Varma
5 papers · 2017–2019 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(2)
Core Methods
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Clinical
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
weak supervision
(3)
generative model
(2)
structure learning
(2)
video classification
(1)
weakly supervised learning
(1)
relation extraction
(1)
robust pca
(1)
static analysis
(1)
sequential data
(1)
factor graph
(1)
labeling function
(1)
probabilistic label
(1)
dependency structure
(1)
label estimation
(1)
natural language explanation
(1)
semantic parser
(1)
visual relationship
(1)
limited label
(1)
scene graph prediction
(1)
multi-resolution supervision
(1)
Papers
Learning Dependency Structures for Weak Supervision Models
ICML 2019
Multi-Resolution Weak Supervision for Sequential Data
NeurIPS 2019
Scene Graph Prediction With Limited Labels
ICCV 2019
Training Classifiers with Natural Language Explanations
ACL 2018
Inferring Generative Model Structure with Static Analysis
NeurIPS 2017