Vipin Kumar
6 papers · 2015–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Architectures
(3)
Artificial Intelligence
(2)
Core Methods
(2)
Learning Paradigms · Artificial Intelligence
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
federated learning
(1)
bayesian learning
(1)
transfer learning
(1)
domain adaptation
(1)
bayesian inference
(1)
text classification
(1)
uncertainty quantification
(1)
model robustness
(1)
privacy preservation
(1)
short text classification
(1)
remote sensing
(1)
label noise
(1)
label dependencies
(1)
generative model
(1)
recurrent neural network
(1)
deep neural network
(1)
node classification
(1)
noisy label
(1)
data-driven model
(1)
temporal pattern
(1)
Papers
Knowledge-Guided Machine Learning: A Paradigm Shift in AI for Science
AAAI 2026
Bayesian Federated Learning: A Survey
IJCAI 2023
Model-agnostic Methods for Text Classification with Inherent Noise
COLING 2020
Regularized Graph Convolutional Networks for Short Text Classification
COLING 2020
Recurrent Generative Networks for Multi-Resolution Satellite Data: An Application in Cropland Monitoring
IJCAI 2019
Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data
IJCAI 2015