Kevin P. Murphy

Most-cited papers

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
Liang-Chieh Chen, G. Papandreou, I. Kokkinos, Kevin P. Murphy +1 more
2016IEEE Transactions on Pattern Analysis and Machine Intelligence22K citations Open access
Semantic Scholar
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs
Liang-Chieh Chen, G. Papandreou, I. Kokkinos, Kevin P. Murphy +1 more
2014International Conference on Learning Representations5,312 citations
Semantic Scholar
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors
Jonathan Huang, V. Rathod, Chen Sun, Meng-Long Zhu +7 more
2016Computer Vision and Pattern Recognition2,740 citations Open access
Semantic Scholar
Deep Variational Information Bottleneck
Alexander A. Alemi, Ian Fischer, Joshua V. Dillon, Kevin P. Murphy
2017International Conference on Learning Representations2,402 citations
Semantic Scholar
Progressive Neural Architecture Search
Chenxi Liu, Barret Zoph, Maxim Neumann, Jonathon Shlens +6 more
2017European Conference on Computer Vision2,186 citations
Semantic Scholar
Knowledge vault: a web-scale approach to probabilistic knowledge fusion
Xin Dong, E. Gabrilovich, Geremy Heitz, Wilko Horn +5 more
2014Knowledge Discovery and Data Mining1,862 citations
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Generation and Comprehension of Unambiguous Object Descriptions
Junhua Mao, Jonathan Huang, A. Toshev, Oana-Maria Camburu +2 more
2015Computer Vision and Pattern Recognition1,860 citations Open access
Semantic Scholar
A Review of Relational Machine Learning for Knowledge Graphs
Maximilian Nickel, Kevin P. Murphy, Volker Tresp, E. Gabrilovich
2015Proceedings of the IEEE1,797 citations Open access
Semantic Scholar
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification
Saining Xie, Chen Sun, Jonathan Huang, Zhuowen Tu +1 more
2017European Conference on Computer Vision1,529 citations Open access
Semantic Scholar
VideoBERT: A Joint Model for Video and Language Representation Learning
Chen Sun, Austin Myers, Carl Vondrick, Kevin P. Murphy +1 more
2019IEEE International Conference on Computer Vision1,445 citations Open access
Semantic Scholar
Weakly-and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation
G. Papandreou, Liang-Chieh Chen, Kevin P. Murphy, A. Yuille
2015IEEE International Conference on Computer Vision978 citations
Semantic Scholar
Towards Accurate Multi-person Pose Estimation in the Wild
G. Papandreou, Tyler Lixuan Zhu, Nori Kanazawa, A. Toshev +3 more
2017Computer Vision and Pattern Recognition887 citations
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NAS-Bench-101: Towards Reproducible Neural Architecture Search
Chris Ying, Aaron Klein, Eric Christiansen, E. Real +2 more
2019International Conference on Machine Learning854 citations
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Muse: Text-To-Image Generation via Masked Generative Transformers
Huiwen Chang, Han Zhang, Jarred Barber, Aaron Maschinot +8 more
2023International Conference on Machine Learning816 citations Open access
Semantic Scholar
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model
G. Papandreou, Tyler Lixuan Zhu, Liang-Chieh Chen, Spyros Gidaris +2 more
2018European Conference on Computer Vision609 citations Open access
Semantic Scholar
Fixing a Broken ELBO
Alexander A. Alemi, B. Poole, Ian S. Fischer, Joshua V. Dillon +2 more
2017International Conference on Machine Learning568 citations
Semantic Scholar
Composing Text and Image for Image Retrieval - an Empirical Odyssey
Nam S. Vo, Lu Jiang, Chen Sun, Kevin P. Murphy +3 more
2018Computer Vision and Pattern Recognition521 citations Open access
Semantic Scholar
Improved Image Captioning via Policy Gradient optimization of SPIDEr
Siqi Liu, Zhenhai Zhu, Ning Ye, S. Guadarrama +1 more
2016IEEE International Conference on Computer Vision501 citations Open access
Semantic Scholar
Im2Calories: Towards an Automated Mobile Vision Food Diary
Austin Myers, Nick Johnston, V. Rathod, Anoop Korattikara +6 more
2015IEEE International Conference on Computer Vision495 citations
Semantic Scholar
Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation
G. Papandreou, Liang-Chieh Chen, Kevin P. Murphy, A. Yuille
2015arXiv.org414 citations
Semantic Scholar
Tracking Emerges by Colorizing Videos
Carl Vondrick, Abhinav Shrivastava, A. Fathi, S. Guadarrama +1 more
2018European Conference on Computer Vision405 citations Open access
Semantic Scholar
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform
Liang-Chieh Chen, J. Barron, G. Papandreou, Kevin P. Murphy +1 more
2015Computer Vision and Pattern Recognition382 citations Open access
Semantic Scholar
Machine Learning on Graphs: A Model and Comprehensive Taxonomy
Ines Chami, S. Abu-el-haija, B. Perozzi, Christopher Ré +1 more
2020Journal of machine learning research352 citations
Semantic Scholar
Knowledge base completion via search-based question answering
Robert West, E. Gabrilovich, Kevin P. Murphy, Shaohua Sun +2 more
2014The Web Conference338 citations
Semantic Scholar
Deep Metric Learning via Facility Location
Hyun Oh Song, S. Jegelka, V. Rathod, Kevin P. Murphy
2016Computer Vision and Pattern Recognition305 citations
Semantic Scholar
Learning Video Representations using Contrastive Bidirectional Transformer
Chen Sun, Fabien Baradel, Kevin P. Murphy, Cordelia Schmid
2019287 citations
Semantic Scholar
Bayesian dark knowledge
Anoop Korattikara Balan, V. Rathod, Kevin P. Murphy, Max Welling
2015Neural Information Processing Systems275 citations
Semantic Scholar
Rethinking Spatiotemporal Feature Learning For Video Understanding
Saining Xie, Chen Sun, Jonathan Huang, Zhuowen Tu +1 more
2017arXiv.org272 citations
Semantic Scholar
Language as an Abstraction for Hierarchical Deep Reinforcement Learning
Yiding Jiang, Shi-Xiang Gu, Kevin P. Murphy, Chelsea Finn
2019Neural Information Processing Systems254 citations
Semantic Scholar
From Data Fusion to Knowledge Fusion
Xin Dong, E. Gabrilovich, Geremy Heitz, Wilko Horn +3 more
2014Proceedings of the VLDB Endowment248 citations Open access
Semantic Scholar
Actor-Centric Relation Network
Chen Sun, Abhinav Shrivastava, Carl Vondrick, Kevin P. Murphy +2 more
2018European Conference on Computer Vision244 citations Open access
Semantic Scholar
Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources
Xin Dong, E. Gabrilovich, Kevin P. Murphy, Van Dang +4 more
2015Proceedings of the VLDB Endowment233 citations
Semantic Scholar
Detecting Events and Key Actors in Multi-person Videos
Vignesh Ramanathan, Jonathan Huang, S. Abu-el-haija, Alexander N. Gorban +2 more
2015Computer Vision and Pattern Recognition225 citations Open access
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Deep Probabilistic Programming
Dustin Tran, M. Hoffman, R. Saurous, E. Brevdo +2 more
2017International Conference on Learning Representations205 citations
Semantic Scholar
Semantic Instance Segmentation via Deep Metric Learning
A. Fathi, Z. Wojna, V. Rathod, Peng Wang +3 more
2017arXiv.org205 citations
Semantic Scholar
The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction
Junwei Liang, Lu Jiang, Kevin P. Murphy, Ting Yu +1 more
2019Computer Vision and Pattern Recognition194 citations Open access
Semantic Scholar
Unsupervised Learning of Object Structure and Dynamics from Videos
Matthias Minderer, Chen Sun, Ruben Villegas, Forrester Cole +2 more
2019Neural Information Processing Systems165 citations
Semantic Scholar
What’s Cookin’? Interpreting Cooking Videos using Text, Speech and Vision
J. Malmaud, Jonathan Huang, V. Rathod, Nick Johnston +2 more
2015North American Chapter of the Association for Computational Linguistics163 citations Open access
Semantic Scholar
Attention-Based Extraction of Structured Information from Street View Imagery
Z. Wojna, Alexander N. Gorban, Dar-Shyang Lee, Kevin P. Murphy +3 more
2017IEEE International Conference on Document Analysis and Recognition159 citations Open access
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Generative Models of Visually Grounded Imagination
Ramakrishna Vedantam, Ian S. Fischer, Jonathan Huang, Kevin P. Murphy
2017International Conference on Learning Representations158 citations
Semantic Scholar
Context-Aware Captions from Context-Agnostic Supervision
Ramakrishna Vedantam, Samy Bengio, Kevin P. Murphy, Devi Parikh +1 more
2017Computer Vision and Pattern Recognition153 citations Open access
Semantic Scholar
XGAN: Unsupervised Image-to-Image Translation for many-to-many Mappings
A. Royer, K. Bousmalis, S. Gouws, F. Bertsch +3 more
2017Domain Adaptation for Visual Understanding148 citations Open access
Semantic Scholar
Canonicalizing Open Knowledge Bases
Luis Galárraga, Geremy Heitz, Kevin P. Murphy, Fabian M. Suchanek
2014International Conference on Information and Knowledge Management138 citations Open access
Semantic Scholar
Contrastive Bidirectional Transformer for Temporal Representation Learning
Chen Sun, Fabien Baradel, Kevin P. Murphy, Cordelia Schmid
2019arXiv.org137 citations
Semantic Scholar
Diverse Generation for Multi-Agent Sports Games
Raymond A. Yeh, A. Schwing, Jonathan Huang, Kevin P. Murphy
2019Computer Vision and Pattern Recognition117 citations
Semantic Scholar
PixColor: Pixel Recursive Colorization
S. Guadarrama, R. Dahl, David Bieber, Mohammad Norouzi +2 more
2017British Machine Vision Conference116 citations Open access
Semantic Scholar
Modeling Uncertainty with Hedged Instance Embedding
Seong Joon Oh, Kevin P. Murphy, Jiyan Pan, Joseph Roth +2 more
2018International Conference on Learning Representations100 citations
Semantic Scholar
Stochastic Prediction of Multi-Agent Interactions from Partial Observations
Chen Sun, Per Karlsson, Jiajun Wu, J. Tenenbaum +1 more
2019International Conference on Learning Representations92 citations
Semantic Scholar
Relational Action Forecasting
Chen Sun, Abhinav Shrivastava, Carl Vondrick, Rahul Sukthankar +2 more
2019Computer Vision and Pattern Recognition89 citations Open access
Semantic Scholar
An Information-Theoretic Analysis of Deep Latent-Variable Models
Alexander A. Alemi, B. Poole, Ian S. Fischer, Joshua V. Dillon +2 more
2017arXiv.org87 citations
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