Christopher Kanan

Rochester Institute of Technology, University of Rochester

Papers

9

Total Citations

3,815

H-Index

8

About

No biography available yet.

Research Focus

Computer science9 · 3,815 citations
Artificial intelligence9 · 3,815 citations
Artificial neural network7 · 3,805 citations
Robot4 · 3,558 citations
Forgetting7 · 3,242 citations
Machine learning5 · 3,232 citations
Psychology3 · 2,994 citations
Cognitive psychology2 · 2,986 citations
Robot learning2 · 2,985 citations
Transfer of learning2 · 2,985 citations
Lifelong learning2 · 2,979 citations
Inductive transfer1 · 2,977 citations

Key Achievements

8
H-Index
9
Papers
3,815
Total Citations
424
Avg Citations/Paper
🏆 Most Cited Paper
Continual lifelong learning with neural networks: A review
2,977 citations · 2019
📈 Most Prolific Year: 2019 (3 Papers)
🤝 Key Collaborators: 24
🏛 Institutions: Rochester Institute of Technology, University of Rochester

Top Papers

  1. 1
    Continual lifelong learning with neural networks: A review
    2,977 citations · 2019
  2. 2
    Robotic grasp detection using deep convolutional neural networks
    543 citations · 2017
  3. 3
    Memory Efficient Experience Replay for Streaming Learning
    201 citations · 2019
  4. 4
    New Metrics and Experimental Paradigms for Continual Learning
    32 citations · 2018
  5. 5
    Robotic Grasp Detection using Deep Convolutional Neural Networks
    30 citations · 2016
  6. 6
    Online Continual Learning for Embedded Devices
    13 citations · 2022
  7. 7
    Memory Efficient Experience Replay for Streaming Learning
    9 citations · 2018
  8. 8
    Rethinking Continual Learning for Autonomous Agents and Robots
    8 citations · 2019
  9. 9
    System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games
    2 citations · 2022

Key Collaborators

TLTyler L. Hayes5 shared papersNDNathan D. Cahill3 shared papersRKRonald Kemker2 shared papersGIGerman I. Parisi2 shared papersSKSulabh Kumra2 shared papersCTCameron Taylor1 shared papersISIndranil Sur1 shared papersMBMichael Baron1 shared papersJLJose L. Part1 shared papersKFKamil Faber1 shared papersJSJames Smith1 shared papersMBMustafa Burak Gürbüz1 shared papersZDZachary Daniels1 shared papersARAswin Raghavan1 shared papersSWStefan Wermter1 shared papersGJGianmarco J Gallardo1 shared papersZKZsolt Kira1 shared papersADAjay Divakaran1 shared papersJHJesse Hostetler1 shared papersSJSahana Joshi1 shared papers
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