Kushal Chauhan
5 papers · 2020–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Models
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Keywords
generative model
(2)
outlier detection
(2)
anomaly detection
(1)
sequence labeling
(1)
uncertainty quantification
(1)
information retrieval
(1)
interpretable machine learning
(1)
multiple instance learning
(1)
sequence labelling
(1)
human-computer interaction
(1)
bias correction
(1)
generalization bound
(1)
autoregressive model
(1)
variational autoencoder
(1)
language model
(1)
uncertainty estimation
(1)
interpretable neural network
(1)
concept bottleneck model
(1)
contextual embedding
(1)
text segmentation
(1)
Papers
Generalization and Learnability in Multiple Instance Regression
UAI 2024
Interactive Concept Bottleneck Models
AAAI 2023
Shaken, and Stirred: Long-Range Dependencies Enable Robust Outlier Detection with PixelCNN++
IJCAI 2023
Robust Outlier Detection by De-Biasing VAE Likelihoods
CVPR 2022
Improving Segmentation for Technical Support Problems
ACL 2020