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Kevin P. Murphy

Active 1995–2026

95
Papers
31,217
Citations
63
h-index
87
i10-index

Citations

Citations per year for Kevin P. Murphy1886: 1 citations1967: 1 citations1974: 1 citations1976: 1 citations1991: 2 citations1994: 1 citations1996: 1 citations1997: 5 citations1998: 7 citations1999: 7 citations2000: 35 citations2001: 51 citations2002: 65 citations2003: 154 citations2004: 168 citations2005: 305 citations2006: 406 citations2007: 511 citations2008: 549 citations2009: 651 citations2010: 786 citations2011: 743 citations2012: 683 citations2013: 828 citations2014: 909 citations2015: 952 citations2016: 1,021 citations2017: 1,056 citations2018: 1,141 citations2019: 1,350 citations2020: 1,391 citations2021: 1,413 citations2022: 1,072 citations2023: 824 citations2024: 694 citations2025: 425 citations2026: 94 citations1887–1966: no citations, so these years are not shown1968–1973: no citations, so these years are not shown1975: no citations, so this year is not shown1977–1990: no citations, so these years are not shown1992–1993: no citations, so these years are not shown1995: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 5,634 citing papers, 26.2% of this breakdownChina: 3,087 citing papers, 14.4% of this breakdownUnited Kingdom: 1,497 citing papers, 7% of this breakdownGermany: 1,193 citing papers, 5.5% of this breakdownCanada: 967 citing papers, 4.5% of this breakdownFrance: 762 citing papers, 3.5% of this breakdownAustralia: 655 citing papers, 3% of this breakdownJapan: 574 citing papers, 2.7% of this breakdownItaly: 516 citing papers, 2.4% of this breakdownSpain: 487 citing papers, 2.3% of this breakdownNetherlands: 469 citing papers, 2.2% of this breakdownSouth Korea: 448 citing papers, 2.1% of this breakdown
0%26.2%Other 24.2%

Institutions

Fields

  • Computer Science61.3%
  • Engineering13.9%
  • Medicine5.5%
  • Biochemistry, Genetics and Molecular Biology5.1%
  • Neuroscience2.2%
  • Physics and Astronomy1.7%
  • Other10.3%

Topics

  • Advanced Image and Video Retrieval Techniques5.3%
  • Advanced Neural Network Applications2.9%
  • Bayesian Modeling and Causal Inference2.9%
  • Image Retrieval and Classification Techniques2.5%
  • Domain Adaptation and Few-Shot Learning2.1%
  • Robotics and Sensor-Based Localization2.1%
  • Other82.2%

Coauthors

All papers

Open in search
  1. LabelMe: A Database and Web-Based Tool for Image Annotation

    Authors: Bryan C. Russell, Antonio Torralba, Kevin P. Murphy, William T. Freeman - International Journal of Computer Vision, Int. J. Comput. Vis. 2007 cited by 4,205

  2. Machine learning - a probabilistic perspective

    Authors: Kevin P. Murphy - LIB 2012 cited by 9,328

  3. Weakly-and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation

    Authors: George Papandreou, Liang-Chieh Chen, Kevin P. Murphy, Alan L. Yuille - IEEE International Conference on Computer Vision (ICCV) 2015 cited by 1,076

  4. Dynamic bayesian networks: representation, inference and learning

    Authors: Kevin P. Murphy, Stuart Russell - http://www.cs.ubc.ca/~murphyk/Thesis/thesis_double.pdf 2002 cited by 2,605

  5. EM Distillation for One-step Diffusion Models

    Authors: Sirui Xie, Zhisheng Xiao, Diederik P. Kingma, Tingbo Hou, Ying Nian Wu, Kevin P. Murphy, Tim Salimans, Ben Poole, Ruiqi Gao - Advances in Neural Information Processing Systems 37, NeurIPS 2024 cited by 67

  6. AutoHarness: improving LLM agents by automatically synthesizing a code harness

    Authors: Xinghua Lou, Miguel Lázaro-Gredilla, Antoine Dedieu, Carter Wendelken, Wolfgang Lehrach, Kevin P. Murphy - ArXiv.org, CoRR 2026 cited by 19

  7. Learning to Track and Identify Players from Broadcast Sports Videos

    Authors: Wei-Lwun Lu, Jo-Anne Ting, James J. Little, Kevin P. Murphy - IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Trans. Pattern Anal. Mach. Intell. 2013 cited by 227

  8. Loopy Belief Propagation for Approximate Inference: An Empirical Study

    Authors: Kevin P. Murphy, Yair Weiss, Michael I. Jordan - UAI 1999 cited by 1,468

  9. SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs

    Authors: Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin P. Murphy, Alexander G. Hauptmann, Lu Jiang - NeurIPS 2023 cited by 77

  10. Integrating copy number polymorphisms into array CGH analysis using a robust HMM

    Authors: Sohrab P. Shah, Xiang Xuan, Ronald J. deLeeuw, Mehrnoush Khojasteh, Wan L. Lam, Raymond T. Ng, Kevin P. Murphy - Bioinformatics, ISMB (Supplement of Bioinformatics) 2006 cited by 184

  11. Reinforcement Learning: An Overview

    Authors: Kevin P. Murphy - arXiv (Cornell University), CoRR 2024 cited by 18

  12. Code World Models for General Game Playing

    Authors: Wolfgang Lehrach, Daniel Hennes, Miguel Lázaro-Gredilla, Xinghua Lou, Carter Wendelken, Zun Li, Antoine Dedieu, Jordi Grau-Moya, Marc Lanctot, Atil Iscen, John Schultz, Marcus Chiam, Ian Gemp, Piotr Zielinski, Satinder Singh, Kevin P. Murphy - ArXiv.org, CoRR 2025 cited by 12

  13. Computational approaches for RNA energy parameter estimation

    Authors: Mirela Andronescu, Anne Condon, Holger H. Hoos, David H. Mathews, Kevin P. Murphy - RNA 2010 cited by 146

  14. Elements of Information Theory

    Authors: Kevin P. Murphy - WORLD SCIENTIFIC eBooks 2008 cited by 88

  15. Semantic Instance Segmentation via Deep Metric Learning

    Authors: Alireza Fathi, Zbigniew Wojna, Vivek Rathod, Peng Wang, Hyun Oh Song, Sergio Guadarrama, Kevin P. Murphy - arXiv (Cornell University), CoRR 2017 cited by 212

  16. Bayesian Online Natural Gradient (BONG)

    Authors: Matt Jones, Peter G. Chang, Kevin P. Murphy - Advances in Neural Information Processing Systems 37, NeurIPS 2024 cited by 17

  17. Efficient parameter estimation for RNA secondary structure prediction

    Authors: Mirela Andronescu, Anne Condon, Holger H. Hoos, David H. Mathews, Kevin P. Murphy - Bioinformatics, ISMB/ECCB (Supplement of Bioinformatics) 2007 cited by 248

  18. Context-based vision system for place and object recognition

    Authors: Antonio Torralba, Kevin P. Murphy, William T. Freeman, Mark A. Rubin - Proceedings Ninth IEEE International Conference on Computer Vision, ICCV 2003 cited by 883

  19. Reliability and Diagnostic Accuracy of 5 Physical Examination Tests and Combination of Tests for Subacromial Impingement

    Authors: Lori A. Michener, Matthew K. Walsworth, William C. Doukas, Kevin P. Murphy - Archives of Physical Medicine and Rehabilitation 2009 cited by 403

  20. Bayesian Dark Knowledge

    Authors: Anoop Korattikara Balan, Vivek Rathod, Kevin P. Murphy, Max Welling - NIPS 2015 cited by 136

  21. Dynamic Bayesian Networks for Audio-Visual Speech Recognition

    Authors: Ara V. Nefian, Luhong Liang, Xiaobo Pi, Xiaoxing Liu, Kevin P. Murphy - EURASIP Journal on Advances in Signal Processing, EURASIP J. Adv. Signal Process. 2002 cited by 320

  22. Genome-wide profiling of follicular lymphoma by array comparative genomic hybridization reveals prognostically significant DNA copy number imbalances

    Authors: Katherine Cheung, Sohrab P. Shah, Christian Steidl, Nathalie A. Johnson, Thomas Relander, Adèle Telenius, Betty Lai, Kevin P. Murphy, Wan L. Lam, Abdulwahab J. Al-Tourah, Joseph M. Connors, Raymond T. Ng, Randy D. Gascoyne, Douglas E. Horsman - Blood 2008 cited by 134

  23. Sharing Visual Features for Multiclass and Multiview Object Detection

    Authors: Antonio Torralba, Kevin P. Murphy, William T. Freeman - IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Trans. Pattern Anal. Mach. Intell. 2007 cited by 707

  24. Learning the Structure of Dynamic Probabilistic Networks

    Authors: Nir Friedman, Kevin P. Murphy, Stuart Russell - UAI 1998 cited by 574