KM
Kevin Murphy
cs.CVcs.LGstat.MLcs.AIcs.CLcs.DBcs.NEcs.IRcs.MMcs.RO
On Valency
published · living versionsW_4xfkfsdp·v1 · currentpublished
Preprints & journals
59 papers in the corpus · 2007–2026Agentic Forecasting with Structured Linguistic Beliefs2604.18576v5 · Kevin Murphy2026 · 0 citationsv3 was published in ICML AI Forecasting workshop 2026 (https://forecasting-workshop.github.io/)on Valency
Agentic Forecasting using Sequential Bayesian Updating of Linguistic BeliefsW_m76n2b9f_v1 · Kevin Murphy2026 · 0 citations
Improving Transformer World Models for Data-Efficient RL2502.01591v3 · Antoine Dedieu, Joseph Ortiz, Xinghua Lou et al.2025 · 1 citationarXiv
Collage: Decomposable Rapid Prototyping for Information Extraction on Scientific PDFs2410.23478v2 · Sireesh Gururaja, Yueheng Zhang, Guannan Tang et al.2024 · 0 citationsarXiv
Addressing substance use challenges and interventions for emergency department nurses.40540336 · Skinner, Jasmine, Steer, Mel, Murphy, Kevin et al.2025 · 0 citationsBritish journal of nursing (Mark Allen Publishing). 2025;34(12):635-638
EM Distillation for One-step Diffusion Models2405.16852v2 · Sirui Xie, Zhisheng Xiao, Diederik P Kingma et al.2024 · 1 citationarXiv
Factors influencing nurses' use of maggot debridement therapy.39141342 · Redford, Katie, Murphy, Kevin, Hill, Barry2024 · 3 citationsBritish journal of nursing (Mark Allen Publishing). 2024;33(15):S34-S37
Model Predictive Simulation Using Structured Graphical Models and Transformers2406.19635v1 · Xinghua Lou, Meet Dave, Shrinu Kushagra et al.2024 · 0 citationsarXiv
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs2306.17842v3 · Lijun Yu, Yong Cheng, Zhiruo Wang et al.2023 · 11 citationsarXiv
Importance of timely administration of dopaminergic medications to improve Parkinson's patients' clinical outcomes.37596083 · Turnbull, Katie, Murphy, Kevin2023 · 0 citationsBritish journal of nursing (Mark Allen Publishing). 2023;32(15):726-729
Ensuring effective infection prevention and control in the community.37132541 · Murphy, Kevin2023 · 1 citationNursing standard (Royal College of Nursing (Great Britain) : 1987). 2023;38(5):62-67
Machine Learning on Graphs: A Model and Comprehensive Taxonomy2005.03675v3 · Ines Chami, Sami Abu-El-Haija, Bryan Perozzi et al.2020 · 96 citationsarXiv
Administration of the flu vaccination: required skills and knowledge.33180607 · Murphy, Kevin2021 · 1 citationBritish journal of nursing (Mark Allen Publishing). 2020;29(20):1168-1171
Personal protective equipment training team: a community nursing initiative.34105371 · Murphy, Kevin2021 · 2 citationsBritish journal of community nursing. 2021;26(6):266-270
Population-Based Black-Box Optimization for Biological Sequence Design2006.03227v2 · Christof Angermueller, David Belanger, Andreea Gane et al.2020 · 15 citationsProceedings of the 37th International Conference on Machine Learning, Vienna, Austria, PMLR 119, 2020
The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction1912.06445v3 · Junwei Liang, Lu Jiang, Kevin Murphy et al.2019 · 186 citationsarXiv
Unsupervised Learning of Object Structure and Dynamics from Videos1906.07889v3 · Matthias Minderer, Chen Sun, Ruben Villegas et al.2019 · 17 citationsarXiv
Regularized Autoencoders via Relaxed Injective Probability Flow2002.08927v1 · Abhishek Kumar, Ben Poole, Kevin Murphy2020 · 17 citationsarXiv
The use of WhatsApp in district nursing practice.31495206 · Murphy, Kevin2020 · 5 citationsBritish journal of community nursing. 2019;24(9):448-449
Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems1910.09588v2 · Zhe Dong, Bryan A. Seybold, Kevin P. Murphy et al.2019 · 12 citationsarXiv
Deep Variational Information Bottleneck1612.00410v7 · Alexander A. Alemi, Ian Fischer, Joshua V. Dillon et al.2016 · 358 citationsProceedings of the International Conference on Learning Representations (ICLR) 2017
Learning Video Representations using Contrastive Bidirectional Transformer1906.05743v2 · Chen Sun, Fabien Baradel, Kevin Murphy et al.2019 · 224 citationsarXiv
VideoBERT: A Joint Model for Video and Language Representation Learning1904.01766v2 · Chen Sun, Austin Myers, Carl Vondrick et al.2019 · 1,256 citationsarXiv
Modeling Uncertainty with Hedged Instance Embedding1810.00319v6 · Seong Joon Oh, Kevin Murphy, Jiyan Pan et al.2018 · 55 citationsarXiv
Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction1906.06792v1 · Steven Hickson, Karthik Raveendran, Alireza Fathi et al.2019 · 17 citationsarXiv
NAS-Bench-101: Towards Reproducible Neural Architecture Search1902.09635v2 · Chris Ying, Aaron Klein, Esteban Real et al.2019 · 243 citationsarXiv
Relational Action Forecasting1904.04231v1 · Chen Sun, Abhinav Shrivastava, Carl Vondrick et al.2019 · 7 citationsarXiv
Unsupervised Discovery of Parts, Structure, and Dynamics1903.05136v1 · Zhenjia Xu, Zhijian Liu, Chen Sun et al.2019 · 24 citationsarXiv
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs.28463186 · Chen, Liang-Chieh, Papandreou, George, Kokkinos, Iasonas et al.2019 · 23,326 citationsIEEE transactions on pattern analysis and machine intelligence. 2018;40(4):834-848
Composing Text and Image for Image Retrieval - An Empirical Odyssey1812.07119v1 · Nam Vo, Lu Jiang, Chen Sun et al.2018 · 410 citationsarXiv
Generative Models of Visually Grounded Imagination1705.10762v8 · Ramakrishna Vedantam, Ian Fischer, Jonathan Huang et al.2017 · 47 citationsarXiv
Tracking Emerges by Colorizing Videos1806.09594v2 · Carl Vondrick, Abhinav Shrivastava, Alireza Fathi et al.2018 · 407 citationsarXiv
Actor-Centric Relation Network1807.10982v1 · Chen Sun, Abhinav Shrivastava, Carl Vondrick et al.2018 · 14 citationsarXiv
Progressive Neural Architecture Search1712.00559v3 · Chenxi Liu, Barret Zoph, Maxim Neumann et al.2017 · 164 citationsarXiv
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification1712.04851v2 · Saining Xie, Chen Sun, Jonathan Huang et al.2017 · 1,532 citationsarXiv
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings1711.05139v6 · Am'elie Royer, Konstantinos Bousmalis, Stephan Gouws et al.2017 · 126 citationsarXiv
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model1803.08225v1 · George Papandreou, Tyler Zhu, Liang-Chieh Chen et al.2018 · 673 citationsarXiv
Fixing a Broken ELBO1711.00464v3 · Alexander A. Alemi, Ben Poole, Ian Fischer et al.2017 · 39 citationsarXiv
Context-aware Captions from Context-agnostic Supervision1701.02870v3 · Ramakrishna Vedantam, Samy Bengio, Kevin Murphy et al.2017 · 134 citationsarXiv
PixColor: Pixel Recursive Colorization1705.07208v2 · Sergio Guadarrama, Ryan Dahl, David Bieber et al.2017 · 96 citationsarXiv
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs1606.00915v2 · Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al.2016 · 23,326 citationsarXivon Valency
Speed/accuracy trade-offs for modern convolutional object detectors1611.10012v3 · Jonathan Huang, Vivek Rathod, Chen Sun et al.2016 · 2,826 citationsarXiv
Towards Accurate Multi-person Pose Estimation in the Wild1701.01779v2 · George Papandreou, Tyler Zhu, Nori Kanazawa et al.2017 · 977 citationsarXiv
Deep Metric Learning via Facility Location1612.01213v2 · Hyun Oh Song, Stefanie Jegelka, Vivek Rathod et al.2016 · 314 citationsarXiv
Semantic Instance Segmentation via Deep Metric Learning1703.10277v1 · Alireza Fathi, Zbigniew Wojna, Vivek Rathod et al.2017 · 208 citationsarXiv
A Review of Relational Machine Learning for Knowledge Graphs1503.00759v3 · Maximilian Nickel, Kevin Murphy, Volker Tresp et al.2015 · 1,714 citationsarXivon Valency
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs1412.7062v4 · Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al.2014 · 3,636 citationsarXivon Valency
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform1511.03328v2 · Liang-Chieh Chen, Jonathan T. Barron, George Papandreou et al.2015 · 409 citationsarXiv
Generation and Comprehension of Unambiguous Object Descriptions1511.02283v3 · Junhua Mao, Jonathan Huang, Alexander Toshev et al.2015 · 1,280 citationsarXiv
Detecting events and key actors in multi-person videos1511.02917v2 · Vignesh Ramanathan, Jonathan Huang, Sami Abu-El-Haija et al.2015 · 238 citationsarXiv
Career total: 109 works. 59 are in this corpus.Showing the 50 most recent.
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