Abubakar Abid
5 papers · 2018–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19)
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Keyword Pioneer
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Hot Topic Early Bird
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Keyword Champion
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Trend Setter
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Conference Pioneer
Conferences
ICML (2)
AAAI (1)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
neural network
(2)
image segmentation
(1)
metric learning
(1)
neural network security
(1)
model robustness
(1)
data visualization
(1)
bias detection
(1)
instance segmentation
(1)
feature importance
(1)
neural network interpretability
(1)
neural network interpretation
(1)
model debugging
(1)
time series
(1)
gene expression
(1)
dynamic time warping
(1)
clustering algorithm
(1)
adversarial perturbation
(1)
spurious correlation
(1)
counterfactual explanation
(1)
integrated gradient
(1)
Papers
Clustering Plotted Data by Image Segmentation
CVPR 2022
Meaningfully debugging model mistakes using conceptual counterfactual explanations
ICML 2022
Interpretation of Neural Networks Is Fragile
AAAI 2019
Concrete Autoencoders: Differentiable Feature Selection and Reconstruction
ICML 2019
Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders
NIPS 2018