Kevin Murphy
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
52
Venues
17
Active years
2010–2024
Best venue rank
A*
Where they publish
Papers
52 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | AISTATS | Model-based Policy Optimization under Approximate Bayesian Inference. | Chaoqi Wang, Yuxin Chen, Kevin Murphy |
| 2024 | AISTATS | Don't Be Pessimistic Too Early: Look K Steps Ahead! | Chaoqi Wang, Ziyu Ye, Kevin Murphy, Yuxin Chen |
| 2024 | IROS | Cooperative Modular Manipulation with Numerous Cable-Driven Robots for Assistive Construction and Gap Crossing. | Kevin Murphy, Joao C. V. Soares, Justin K. Yim, Dustin Nottage, Ahmet Soylemezoglu, Joo Ramos |
| 2022 | AISTATS | Efficient Online Bayesian Inference for Neural Bandits. | Gerardo Duran-Martin, Aleyna Kara, Kevin Murphy |
| 2022 | IROS | Hands-free Telelocomotion of a Wheeled Humanoid. | Amartya Purushottam, Yeongtae Jung, Kevin Murphy, Donghoon Baek, Joo Ramos |
| 2021 | IGARSS | Tri-Agency Cooperation to Identify the Impact of COVID-19. | Shinichi Sobue, Yves-Louis Desnos, Kevin Murphy, Anca Anghelea, Manil Maskey, Michael Falkowski |
| 2021 | IROS | HOPPY: An Open-source Kit for Education with Dynamic Legged Robots. | Joo Ramos, Yanran Ding, Young-Woo Sim, Kevin Murphy, Daniel Block |
| 2021 | ICRA | A Comparison Between Joint Space and Task Space Mappings for Dynamic Teleoperation of an Anthropomorphic Robotic Arm in Reaction Tests. | Sunyu Wang, Kevin Murphy, Dillan Kenney, Joo Ramos |
| 2021 | IGARSS | Visualizing, Exploring, and Communicating Environmental Effects of COVID-19 Using Earth Observation Dashboard. | Manil Maskey, Michael Falkowski, Kevin Murphy, Olaf Veerman, Ricardo Mestre, Iksha Gurung, Muthukumaran Ramasubramanian, Lillianne Thomas, Zhuangfang Yi, Drew Bollinger, Abigail Seadler, Yvonne Ivey |
| 2021 | IGARSS | Commercial Smallsat Data Acquisition: Program Update. | Manil Maskey, Alfreda Hall, Kevin Murphy, Compton Tucker, Will McCarty, Aaron Kaulfus |
| 2020 | AISTATS | Regularized Autoencoders via Relaxed Injective Probability Flow. | Abhishek Kumar, Ben Poole, Kevin Murphy |
| 2020 | GECCO | A view of estimation of distribution algorithms through the lens of expectation-maximization. | David H. Brookes, Akosua Busia, Clara Fannjiang, Kevin Murphy, Jennifer Listgarten |
| 2020 | ICLR | Model-based reinforcement learning for biological sequence design. | Christof Angermller, David Dohan, David Belanger, Ramya Deshpande, Kevin Murphy, Lucy J. Colwell |
| 2020 | ICML | Population-Based Black-Box Optimization for Biological Sequence Design. | Christof Angermller, David Belanger, Andreea Gane, Zelda Mariet, David Dohan, Kevin Murphy, Lucy J. Colwell, D. Sculley |
| 2020 | ICML | Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems. | Zhe Dong, Bryan A. Seybold, Kevin Murphy, Hung H. Bui |
| 2020 | UAI | Amortized Bayesian Optimization over Discrete Spaces. | Kevin Swersky, Yulia Rubanova, David Dohan, Kevin Murphy |
| 2019 | CVPR | Relational Action Forecasting. | Chen Sun, Abhinav Shrivastava, Carl Vondrick, Rahul Sukthankar, Kevin Murphy, Cordelia Schmid |
| 2019 | CVPR | Composing Text and Image for Image Retrieval - an Empirical Odyssey. | Nam Vo, Lu Jiang, Chen Sun, Kevin Murphy, Li-Jia Li, Li Fei-Fei, James Hays |
| 2019 | CVPR | Diverse Generation for Multi-Agent Sports Games. | Raymond A. Yeh, Alexander G. Schwing, Jonathan Huang, Kevin Murphy |
| 2019 | ICCV | VideoBERT: A Joint Model for Video and Language Representation Learning. | Chen Sun, Austin Myers, Carl Vondrick, Kevin Murphy, Cordelia Schmid |
| 2019 | ICLR | Stochastic Prediction of Multi-Agent Interactions from Partial Observations. | Chen Sun, Per Karlsson, Jiajun Wu, Joshua B. Tenenbaum, Kevin Murphy |
| 2019 | ICLR | Unsupervised Discovery of Parts, Structure, and Dynamics. | Zhenjia Xu, Zhijian Liu, Chen Sun, Kevin Murphy, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu |
| 2019 | ICML | NAS-Bench-101: Towards Reproducible Neural Architecture Search. | Chris Ying, Aaron Klein, Eric Christiansen, Esteban Real, Kevin Murphy, Frank Hutter |
| 2018 | ECCV | Progressive Neural Architecture Search. | Chenxi Liu, Barret Zoph, Maxim Neumann, Jonathon Shlens, Wei Hua, Li-Jia Li, Li Fei-Fei, Alan L. Yuille, Jonathan Huang, Kevin Murphy |
| 2018 | ECCV | PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model. | George Papandreou, Tyler Zhu, Liang-Chieh Chen, Spyros Gidaris, Jonathan Tompson, Kevin Murphy |
| 2018 | ECCV | Actor-Centric Relation Network. | Chen Sun, Abhinav Shrivastava, Carl Vondrick, Kevin Murphy, Rahul Sukthankar, Cordelia Schmid |
| 2018 | ECCV | Tracking Emerges by Colorizing Videos. | Carl Vondrick, Abhinav Shrivastava, Alireza Fathi, Sergio Guadarrama, Kevin Murphy |
| 2018 | ECCV | Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification. | Saining Xie, Chen Sun, Jonathan Huang, Zhuowen Tu, Kevin Murphy |
| 2018 | ICLR | Generative Models of Visually Grounded Imagination. | Ramakrishna Vedantam, Ian Fischer, Jonathan Huang, Kevin Murphy |
| 2018 | ICML | Fixing a Broken ELBO. | Alexander A. Alemi, Ben Poole, Ian Fischer, Joshua V. Dillon, Rif A. Saurous, Kevin Murphy |
| 2017 | BMVC | PixColor: Pixel Recursive Colorization. | Sergio Guadarrama, Ryan Dahl, David Bieber, Jonathon Shlens, Mohammad Norouzi, Kevin Murphy |
| 2017 | CVPR | Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors. | Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy |
| 2017 | CVPR | Towards Accurate Multi-person Pose Estimation in the Wild. | George Papandreou, Tyler Zhu, Nori Kanazawa, Alexander Toshev, Jonathan Tompson, Chris Bregler, Kevin Murphy |
| 2017 | CVPR | Deep Metric Learning via Facility Location. | Hyun Oh Song, Stefanie Jegelka, Vivek Rathod, Kevin Murphy |
| 2017 | CVPR | Context-Aware Captions from Context-Agnostic Supervision. | Ramakrishna Vedantam, Samy Bengio, Kevin Murphy, Devi Parikh, Gal Chechik |
| 2017 | ICCV | Improved Image Captioning via Policy Gradient optimization of SPIDEr. | Siqi Liu, Zhenhai Zhu, Ning Ye, Sergio Guadarrama, Kevin Murphy |
| 2017 | ICDAR | Attention-Based Extraction of Structured Information from Street View Imagery. | Zbigniew Wojna, Alexander N. Gorban, Dar-Shyang Lee, Kevin Murphy, Qian Yu, Yeqing Li, Julian Ibarz |
| 2017 | ICLR | Deep Variational Information Bottleneck. | Alexander A. Alemi, Ian Fischer, Joshua V. Dillon, Kevin Murphy |
| 2017 | ICLR | Deep Probabilistic Programming. | Dustin Tran, Matthew D. Hoffman, Rif A. Saurous, Eugene Brevdo, Kevin Murphy, David M. Blei |
| 2016 | CVPR | Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform. | Liang-Chieh Chen, Jonathan T. Barron, George Papandreou, Kevin Murphy, Alan L. Yuille |
| 2016 | CVPR | Generation and Comprehension of Unambiguous Object Descriptions. | Junhua Mao, Jonathan Huang, Alexander Toshev, Oana Camburu, Alan L. Yuille, Kevin Murphy |
| 2016 | CVPR | Detecting Events and Key Actors in Multi-person Videos. | Vignesh Ramanathan, Jonathan Huang, Sami Abu-El-Haija, Alexander N. Gorban, Kevin Murphy, Li Fei-Fei |
| 2015 | ICCV | Im2Calories: Towards an Automated Mobile Vision Food Diary. | Austin Myers, Nick Johnston, Vivek Rathod, Anoop Korattikara, Alexander N. Gorban, Nathan Silberman, Sergio Guadarrama, George Papandreou, Jonathan Huang, Kevin Murphy |
| 2015 | KDD | TimeMachine: Timeline Generation for Knowledge-Base Entities. | Tim Althoff, Xin Luna Dong, Kevin Murphy, Safa Alai, Van Dang, Wei Zhang |
| 2015 | NAACL | What's Cookin'? Interpreting Cooking Videos using Text, Speech and Vision. | Jonathan Malmaud, Jonathan Huang, Vivek Rathod, Nicholas Johnston, Andrew Rabinovich, Kevin Murphy |
| 2014 | CIKM | Canonicalizing Open Knowledge Bases. | Luis Galrraga, Geremy Heitz, Kevin Murphy, Fabian M. Suchanek |
| 2014 | ECCV | Large-Scale Object Classification Using Label Relation Graphs. | Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy, Samy Bengio, Yuan Li, Hartmut Neven, Hartwig Adam |
| 2014 | KDD | Knowledge vault: a web-scale approach to probabilistic knowledge fusion. | Xin Dong, Evgeniy Gabrilovich, Geremy Heitz, Wilko Horn, Ni Lao, Kevin Murphy, Thomas Strohmann, Shaohua Sun, Wei Zhang |
| 2014 | WWW | Knowledge base completion via search-based question answering. | Robert West, Evgeniy Gabrilovich, Kevin Murphy, Shaohua Sun, Rahul Gupta, Dekang Lin |
| 2013 | CIKM | From big data to big knowledge. | Kevin Murphy |
| 2012 | IGARSS | The use of NASA LANCE imagery and data for Near real-time applications. | Diane Davies, Kevin Murphy, Helen Conover, Kathryn Regner, Bruce Beaumont, Edward J. Masuoka, Bruce Vollmer, Michael L. Theobald, P. Durbin, Karen Michael, R. Boller, Jeff Schmaltz, K. Horrocks, S. Ilavajhala, A. Ullah, Michael Teague, C. Thompson, Andrew W. Bingham |
| 2010 | IGARSS | Implementation of the Land, Atmosphere Near Real-time Capability for EOS (LANCE). | Karen Michael, Kevin Murphy, Dawn Lowe, Edward J. Masuoka, Bruce Vollmer, Curt Tilmes, Michael Teague, Gang Ye, Martha Maiden, H. Michael Goodman, Christopher Justice |