Ravi Teja Mullapudi
6 papers · 2018–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Robotics
(1)
Analysis
(1)
Capabilities
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Processing
(1)
Techniques
(1)
Keywords
active learning
(2)
semi-supervised learning
(2)
efficient inference
(2)
reinforcement learning
(1)
semantic segmentation
(1)
feature learning
(1)
self-supervised learning
(1)
model distillation
(1)
model architecture
(1)
class imbalance
(1)
importance sampling
(1)
spatial representation
(1)
imbalanced learning
(1)
imbalanced data
(1)
student model
(1)
autonomous navigation
(1)
teacher model
(1)
auxiliary loss
(1)
dynamic architecture
(1)
rare category classification
(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
Learning to Move with Affordance Maps
ICLR 2020
Online Model Distillation for Efficient Video Inference
ICCV 2019
HydraNets: Specialized Dynamic Architectures for Efficient Inference
CVPR 2018