Julius Adebayo
7 papers · 2018–2025 · 2 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π Conference Polyglot Β· Bronze
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Keyword Champion
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Topic Evolution
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Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
feature attribution
(3)
concept bottleneck
(2)
model debugging
(2)
model interpretability
(1)
edge detection
(1)
saliency map
(1)
convolutional neural network
(1)
fairness metric
(1)
variational autoencoder
(1)
out-of-distribution detection
(1)
influence function
(1)
generative adversarial network
(1)
spurious correlation
(1)
minority group
(1)
controllable generation
(1)
interpretable model
(1)
model explanation
(1)
protein language model
(1)
concept loss
(1)
post-hoc explanation
(1)
Papers
Concept Bottleneck Language Models For Protein Design
ICLR 2025
Concept Bottleneck Generative Models
ICLR 2024
Error Discovery By Clustering Influence Embeddings
NeurIPS 2023
Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics
ICLR 2023
Post hoc Explanations may be Ineffective for Detecting Unknown Spurious Correlation
ICLR 2022
Debugging Tests for Model Explanations
NeurIPS 2020
Sanity Checks for Saliency Maps
NeurIPS 2018