Judy Hoffman

University of California, Berkeley, Georgia Institute of Technology

Papers

11

Total Citations

474

H-Index

9

About

No biography available yet.

Research Focus

Artificial intelligence11 · 474 citations
Computer science11 · 474 citations
Computer vision9 · 412 citations
Domain (mathematical analysis)4 · 347 citations
Domain adaptation4 · 347 citations
Machine learning4 · 347 citations
Adaptation (eye)4 · 338 citations
Robot7 · 263 citations
Scale (ratio)2 · 196 citations
Benchmark (surveying)1 · 181 citations
Robotics4 · 181 citations
Software deployment1 · 181 citations

Key Achievements

9
H-Index
11
Papers
474
Total Citations
43
Avg Citations/Paper
🏆 Most Cited Paper
VisDA: A Synthetic-to-Real Benchmark for Visual Domain Adaptation
181 citations · 2018
📈 Most Prolific Year: 2020 (3 Papers)
🤝 Key Collaborators: 40
🏛 Institutions: University of California, Berkeley, Georgia Institute of Technology

Top Papers

  1. 1
    VisDA: A Synthetic-to-Real Benchmark for Visual Domain Adaptation
    181 citations · 2018
  2. 2
    Adapting Deep Visuomotor Representations with Weak Pairwise Constraints
    81 citations · 2020
  3. 3
    Towards Adapting Deep Visuomotor Representations from Simulated to Real Environments.
    61 citations · 2015
  4. 4
    ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings
    41 citations · 2022
  5. 5
    EG-RRT: Environment-guided random trees for kinodynamic motion planning with uncertainty and obstacles
    38 citations · 2011
  6. 6
    Synthetic-to-Real Domain Adaptation for Action Recognition: A Dataset and Baseline Performances
    24 citations · 2023
  7. 7
    Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents
    18 citations · 2020
  8. 8
    Interactive adaptation of real-time object detectors
    15 citations · 2014
  9. 9
    EgoMimic: Scaling Imitation Learning via Egocentric Video
    9 citations · 2025
  10. 10
    Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents
    3 citations · 2020

Key Collaborators

KSKate Saenko4 shared papersTDTrevor Darrell3 shared papersDBDhruv Batra3 shared papersSDSamyak Datta2 shared papersOMOleksandr Maksymets2 shared papersRPRyan Punamiya2 shared papersXPXingchao Peng2 shared papersCDColine Devin2 shared papersCWChen Wang2 shared papersETEric Tzeng2 shared papersSLStefan Lee2 shared papersDXDanfei Xu2 shared papersPAPieter Abbeel2 shared papersDPDhruv Patel2 shared papersCFChelsea Finn2 shared papersSCShuo Cheng2 shared papersPMPranay Mathur2 shared papersSKSimar Kareer2 shared papersDPDevi Parikh2 shared papersSLSergey Levine2 shared papers
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