William R. Mark
4 papers · 2018–2021 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
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 data
(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