Abubakar Abid
5 papers · 2018–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Data Science & Analytics
(2)
Core AI · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Analysis
(1)
Applications
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Methods
(1)
Processing
(1)
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
Concrete Autoencoders: Differentiable Feature Selection and Reconstruction
ICML 2019
Interpretation of Neural Networks Is Fragile
AAAI 2019
Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders
NeurIPS 2018