Kate Saenko

Boston University, University of Massachusetts Lowell, Vassar College, Seoul National University

Papers

15

Total Citations

769

H-Index

11

About

No biography available yet.

Research Focus

Artificial intelligence15 · 769 citations
Computer science15 · 769 citations
Computer vision12 · 679 citations
Machine learning5 · 456 citations
Robot10 · 453 citations
Object (grammar)8 · 367 citations
Adaptation (eye)4 · 338 citations
Domain adaptation3 · 323 citations
Domain (mathematical analysis)3 · 323 citations
Robotics4 · 251 citations
Controller (irrigation)4 · 221 citations
Pattern recognition (psychology)6 · 216 citations

Key Achievements

11
H-Index
15
Papers
769
Total Citations
51
Avg Citations/Paper
🏆 Most Cited Paper
VisDA: A Synthetic-to-Real Benchmark for Visual Domain Adaptation
181 citations · 2018
📈 Most Prolific Year: 2017 (4 Papers)
🤝 Key Collaborators: 36
🏛 Institutions: Boston University, University of Massachusetts Lowell, Vassar College, Seoul National University

Top Papers

  1. 1
    VisDA: A Synthetic-to-Real Benchmark for Visual Domain Adaptation
    181 citations · 2018
  2. 2
    Learning a visuomotor controller for real world robotic grasping using simulated depth images
    100 citations · 2017
  3. 3
    Learning a visuomotor controller for real world robotic grasping using simulated depth images
    94 citations · 2017
  4. 4
    Adapting Deep Visuomotor Representations with Weak Pairwise Constraints
    81 citations · 2020
  5. 5
    Learning Multi-Level Hierarchies with Hindsight
    76 citations · 2017
  6. 6
    Towards Adapting Deep Visuomotor Representations from Simulated to Real Environments.
    61 citations · 2015
  7. 7
    High precision grasp pose detection in dense clutter
    57 citations · 2016
  8. 8
    Grasp Pose Detection in Point Clouds
    40 citations · 2017
  9. 9
    Practical 3-D Object detection using category and instance-level appearance models
    18 citations · 2011
  10. 10
    Interactive adaptation of real-time object detectors
    15 citations · 2014

Key Collaborators

TDTrevor Darrell8 shared papersRWRobert W. Platt5 shared papersJHJudy Hoffman4 shared papersATAndreas ten Pas4 shared papersAJAllison Janoch2 shared papersSKSergey Karayev2 shared papersXPXingchao Peng2 shared papersCDColine Devin2 shared papersUVUlrich Viereck2 shared papersETEric Tzeng2 shared papersASAlex Shyr2 shared papersERErik Rodner2 shared papersPAPieter Abbeel2 shared papersCFChelsea Finn2 shared papersMGMarcus Gualtieri2 shared papersMFMario Fritz2 shared papersYJYangqing Jia2 shared papersSLSergey Levine2 shared papersDWDequan Wang1 shared papersJLJonathan Long1 shared papers
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