Kevin Murphy
Impact in
- Computer Vision and Pattern Recognition top 0.02%
- Advanced Neural Network Applications
- Advanced Image and Video Retrieval Techniques
- Multimodal Machine Learning Applications
- Video Surveillance and Tracking Methods
- Human Pose and Action Recognition
- Media Technology top 0.05%
- Remote-Sensing Image Classification
Papers in
-
- Advanced Image and Video Retrieval Techniques 13
- Human Pose and Action Recognition 10
- Multimodal Machine Learning Applications 7
- Image Retrieval and Classification Techniques 7
- Advanced Neural Network Applications 6
-
- Domain Adaptation and Few-Shot Learning 8
- Topic Modeling 7
- Anomaly Detection Techniques and Applications 6
- Co-authors
- George PapandreouLiang-Chieh ChenAlan YuilleIasonas KokkinosWilliam T. FreemanAntonio TorralbaBryan RussellEvgeniy Gabrilovich
- Journals
- Journal of Pain (3 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (3 papers)Proceedings of the VLDB Endowment (2 papers)Developmental Medicine & Child Neurology (1 paper)American Journal of Veterinary Research (1 paper)
- Partner nations
- United StatesUnited KingdomCanada
In The Last Decade
Kevin Murphy
72 papers receiving 23.9k citations
Hit Papers
Peers
Comparison fields: 5 of 219
- Computer Vision and Pattern Recognition 15.1k
- Media Technology 2.8k
- Artificial Intelligence 8.3k
- Industrial and Manufacturing Engineering 959
- Human-Computer Interaction 519
Countries citing papers authored by Kevin Murphy
This map shows the geographic impact of Kevin Murphy's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Kevin Murphy with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Kevin Murphy more than expected).
Fields of papers citing papers by Kevin Murphy
This network shows the impact of papers produced by Kevin Murphy. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Kevin Murphy. The network helps show where Kevin Murphy may publish in the future.
Co-authors
The 25 scholars most cited alongside Kevin Murphy, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2025 | 1 | |
| 2 | Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems | 2020 | 1 |
| 3 | An information-theoretic analysis of deep latent-variable models | 2018 | 10 |
| 4 | Modeling Uncertainty with Hedged Instance Embedding | 2018 | 10 |
| 5 | 2017 | 175 | |
| 6 | DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Hit paper breakdown → | 2017 | 14377 |
| 7 | Towards Accurate Multi-person Pose Estimation in the Wild Hit paper breakdown → | 2017 | 518 |
| 8 | 2017 | 1 | |
| 9 | 2016 | 30 | |
| 10 | A Review of Relational Machine Learning for Knowledge Graphs From Multi-Relational Link Prediction to Automated Knowledge Graph Construction | 2015 | 35 |
| 11 | Weakly-and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation Hit paper breakdown → | 2015 | 602 |
| 12 | 2015 | 17 | |
| 13 | 2013 | 148 | |
| 14 | 2010 | 22 | |
| 15 | 2009 | 3 | |
| 16 | 2008 | 51 | |
| 17 | Using the Forest to See the Trees: A Graphical Model Relating Features, Objects, and Scenes | 2003 | 219 |
| 18 | Graphical Model For Recognizing Scenes and Objects. | 2003 | 20 |
| 19 | 2002 | 20 | |
| 20 | 1987 | 2 |
About Kevin Murphy
Kevin Murphy is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Psychiatry and Mental health, Pharmacology and Statistics, Probability and Uncertainty, having authored 77 papers that have together received 24.7k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (13 papers), Human Pose and Action Recognition (10 papers), Domain Adaptation and Few-Shot Learning (8 papers), Multimodal Machine Learning Applications (7 papers), Topic Modeling (7 papers), Image Retrieval and Classification Techniques (7 papers), Advanced Neural Network Applications (6 papers) and Anomaly Detection Techniques and Applications (6 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (15.1k citations), Media Technology (2.8k citations), Artificial Intelligence (8.3k citations), Industrial and Manufacturing Engineering (959 citations) and Human-Computer Interaction (519 citations). Kevin Murphy has collaborated with scholars based in United States, United Kingdom and Canada. Frequent co-authors include George Papandreou, Liang-Chieh Chen, Alan Yuille, Iasonas Kokkinos, William T. Freeman, Antonio Torralba, Bryan Russell, Evgeniy Gabrilovich, Volker Tresp and Maximilian Nickel. Their work appears in journals such as Journal of Pain, IEEE Transactions on Pattern Analysis and Machine Intelligence, Proceedings of the VLDB Endowment, Developmental Medicine & Child Neurology and American Journal of Veterinary Research.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.