Derek Hoiem

University of Illinois Urbana-Champaign, Carnegie Mellon University

Papers

12

Total Citations

457

H-Index

9

About

No biography available yet.

Research Focus

Computer science12 · 457 citations
Artificial intelligence12 · 457 citations
Computer vision10 · 399 citations
Object (grammar)7 · 354 citations
Representation (politics)5 · 302 citations
Mathematics4 · 289 citations
Pattern recognition (psychology)5 · 267 citations
Coherence (philosophical gambling strategy)2 · 216 citations
Generative grammar2 · 216 citations
Artificial neural network2 · 216 citations
Generative model2 · 216 citations
Gaussian2 · 216 citations

Key Achievements

9
H-Index
12
Papers
457
Total Citations
38
Avg Citations/Paper
🏆 Most Cited Paper
3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks
194 citations · 2017
📈 Most Prolific Year: 2017 (4 Papers)
🤝 Key Collaborators: 21
🏛 Institutions: University of Illinois Urbana-Champaign, Carnegie Mellon University

Top Papers

  1. 1
    3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks
    194 citations · 2017
  2. 2
    Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision, Language, Audio, and Action
    55 citations · 2024
  3. 3
    Predicting Complete 3D Models of Indoor Scenes
    51 citations · 2015
  4. 4
    SOLAR: Sound Object Localization and Retrieval in Complex Audio Environments
    45 citations · 2006
  5. 5
    Complete 3D Scene Parsing from an RGBD Image
    30 citations · 2018
  6. 6
    3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks
    22 citations · 2017
  7. 7
    Opportunistic Use of Vision to Push Back the Path-Planning Horizon
    18 citations · 2006
  8. 8
    ChromaTag: A Colored Marker and Fast Detection Algorithm
    14 citations · 2017
  9. 9
    Seeing the World Behind the Image: Spatial Layout for 3D Scene Understanding
    13 citations · 2007
  10. 10
    Complete 3D Scene Parsing from Single RGBD Image.
    7 citations · 2017

Key Collaborators

CZChuhang Zou5 shared papersMHMartial Hebert2 shared papersSLSang-Ho Lee2 shared papersDCDuygu Ceylan2 shared papersSKSavya Khosla2 shared papersAAAlexei A. Efros2 shared papersRGRuiqi Guo2 shared papersAKAniruddha Kembhavi2 shared papersJLJiasen Lu2 shared papersEYErsin Yumer2 shared papersRMRyan Marten2 shared papersZZZichen Zhang2 shared papersCCChristopher Clark1 shared papersYKYan Ke1 shared papersTBTimothy Bretl1 shared papersCMChristopher M. Clark1 shared papersZLZhizhong Li1 shared papersZLZhizhong Li1 shared papersRSRahul Sukthankar1 shared papersJDJoseph DeGol1 shared papers
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