Kushal Chauhan
5 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(5)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(18)
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Cross-Pollinator
(15)
Conferences
AAAI (1)
ACL (1)
CVPR (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
outlier detection
(2)
generative model
(2)
anomaly detection
(1)
sequence labeling
(1)
uncertainty quantification
(1)
information retrieval
(1)
interpretable machine learning
(1)
sequence labelling
(1)
human-computer interaction
(1)
bias correction
(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)
active feature acquisition
(1)
long-range dependencies
(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