Concepedia

Jonathan Balloch

JB

4

Publications

201

Citations

4

H-Index

2018

Active since

Affiliations

Georgia Institute of Technology(Current)

Samsung (United States)

Jonathan Balloch is an author at Georgia Institute of Technology specializing in engineering, computer science, and deep learning.

Top concepts

EngineeringComputer ScienceData ScienceDeep LearningMachine LearningArtificial IntelligenceRoboticsEducationMachine VisionRobot Learning

Publications per year

2018–2021

4

Publications

4

Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning

James Smith, Yen-Chang Hsu, Jonathan Balloch et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 140 citations

Artificial Intelligence, Incremental Learning, Engineering +28

Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer

James Smith, Jonathan Balloch, Yen-Chang Hsu et al. · 2021 · 29 citations

Artificial Intelligence, Incremental Learning, Engineering +20

Tool Macgyvering: Tool Construction Using Geometric Reasoning

Lakshmi Nair, Jonathan Balloch, Sonia Chernova · 2019 · 20 citations · Full text

Robot Kinematics, Engineering, Geometry +24

Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer

Jonathan Balloch, Varun Agrawal, Irfan Essa et al. · arXiv (Cornell University) · 2018 · 12 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +21

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