Sukrut Rao
5 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(13)
๐บ๏ธ
Taxonomy Completionist
(10)
Conferences
ECCV (2)
CVPR (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
attribution method
(2)
feature attribution
(2)
interpretable machine learning
(1)
model architecture
(1)
neural network interpretability
(1)
distribution shift
(1)
convolutional neural network
(1)
convolutional network
(1)
interpretable model
(1)
clip model
(1)
post-hoc explanation
(1)
model decision
(1)
model guidance
(1)
neural network explanation
(1)
bounding box annotation
(1)
neural network
(1)
zero-shot learning
(1)
model transformation
(1)
vision transformer
(1)
Papers
B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable
NIPS 2024
Good Teachers Explain: Explanation-Enhanced Knowledge Distillation
ECCV 2024
Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery
ECCV 2024
Studying How to Efficiently and Effectively Guide Models with Explanations
ICCV 2023
Towards Better Understanding Attribution Methods
CVPR 2022