William R. Mark
4 papers · 2018–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
CVPR (2)
ICCV (2)
Top co-authors
Keywords
active learning
(2)
semi-supervised learning
(2)
image classification
(1)
feature learning
(1)
model architecture
(1)
efficient inference
(1)
class imbalance
(1)
importance sampling
(1)
imbalanced learning
(1)
imbalanced datum
(1)
auxiliary loss
(1)
dynamic architecture
(1)
rare category classification
(1)
classifier validation
(1)
f-score estimation
(1)
neural network
(1)
rare class detection
(1)
rare class classification
(1)
conditional execution
(1)
feature specialization
(1)
Papers
Background Splitting: Finding Rare Classes in a Sea of Background
CVPR 2021
Learning Rare Category Classifiers on a Tight Labeling Budget
ICCV 2021
Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories
ICCV 2021
HydraNets: Specialized Dynamic Architectures for Efficient Inference
CVPR 2018