Michael Isard

Frank McSherry, Derek Gordon Murray, Rebecca Isaacs, Michael Isard: Differential Dataflow. CIDR 2013

Qifa Ke, Michael Isard, Yuan Yu: Optimus: a dynamic rewriting framework for data-parallel execution plans. EuroSys 2013: 15-28

Leonid Sigal, Michael Isard, Horst W. Haussecker, Michael J. Black: Loose-limbed People: Estimating 3D Human Pose and Motion Using Non-parametric Belief Propagation. International Journal of Computer Vision 98(1): 15-48 (2012)

Yunchao Gong, Qifa Ke, Michael Isard, Svetlana Lazebnik: A Multi-View Embedding Space for Modeling Internet Images, Tags, and their Semantics. CoRR abs/1212.4522 (2012)

Martín Abadi, Andrew Birrell, Tim Harris, Michael Isard: Semantics of transactional memory and automatic mutual exclusion. ACM Trans. Program. Lang. Syst. 33(1): 2 (2011)

Jean-Philippe Martin, Christopher J. Rossbach, Michael Isard: SPECTRE: speculation to hide communication latency. APSys 2011: 18

Derek Gordon Murray, Michael Isard, Yuan Yu: Steno: automatic optimization of declarative queries. PLDI 2011: 121-131

Erik B. Sudderth, Alexander T. Ihler, Michael Isard, William T. Freeman, Alan S. Willsky: Nonparametric belief propagation. Commun. ACM 53(10): 95-103 (2010)

David C. Lee, Qifa Ke, Michael Isard: Partition Min-Hash for Partial Duplicate Image Discovery. ECCV (1) 2010: 648-662

James Philbin, Michael Isard, Josef Sivic, Andrew Zisserman: Descriptor Learning for Efficient Retrieval. ECCV (3) 2010: 677-691

Martín Abadi, Andrew Birrell, Tim Harris, Johnson Hsieh, Michael Isard: Implementation and Use of Transactional Memory with Dynamic Separation. CC 2009: 63-77

Zhong Wu, Qifa Ke, Michael Isard, Jian Sun: Bundling features for large scale partial-duplicate web image search. CVPR 2009: 25-32

Michael Isard, Yuan Yu: Distributed data-parallel computing using a high-level programming language. SIGMOD Conference 2009: 987-994

Yuan Yu, Pradeep Kumar Gunda, Michael Isard: Distributed aggregation for data-parallel computing: interfaces and implementations. SOSP 2009: 247-260

Michael Isard, Vijayan Prabhakaran, Jon Currey, Udi Wieder, Kunal Talwar, Andrew Goldberg: Quincy: fair scheduling for distributed computing clusters. SOSP 2009: 261-276

James Philbin, Ondrej Chum, Michael Isard, Josef Sivic, Andrew Zisserman: Lost in quantization: Improving particular object retrieval in large scale image databases. CVPR 2008

Michael Isard, John MacCormick, Kannan Achan: Continuously-adaptive discretization for message-passing algorithms. NIPS 2008: 737-744

Yuan Yu, Michael Isard, Dennis Fetterly, Mihai Budiu, Úlfar Erlingsson, Pradeep Kumar Gunda, Jon Currey: DryadLINQ: A System for General-Purpose Distributed Data-Parallel Computing Using a High-Level Language. OSDI 2008: 1-14

Martín Abadi, Andrew Birrell, Tim Harris, Michael Isard: Semantics of transactional memory and automatic mutual exclusion. POPL 2008: 63-74

Michael Isard: Autopilot: automatic data center management. Operating Systems Review 41(2): 60-67 (2007)

Andrew Birrell, Michael Isard, Chuck Thacker, Ted Wobber: A design for high-performance flash disks. Operating Systems Review 41(2): 88-93 (2007)

Ondrej Chum, James Philbin, Michael Isard, Andrew Zisserman: Scalable near identical image and shot detection. CIVR 2007: 549-556

James Philbin, Ondrej Chum, Michael Isard, Josef Sivic, Andrew Zisserman: Object retrieval with large vocabularies and fast spatial matching. CVPR 2007

Michael Isard, Mihai Budiu, Yuan Yu, Andrew Birrell, Dennis Fetterly: Dryad: distributed data-parallel programs from sequential building blocks. EuroSys 2007: 59-72

Michael Isard, Andrew Birrell: Automatic Mutual Exclusion. HotOS 2007

Ondrej Chum, James Philbin, Josef Sivic, Michael Isard, Andrew Zisserman: Total Recall: Automatic Query Expansion with a Generative Feature Model for Object Retrieval. ICCV 2007: 1-8

Michael Isard, John MacCormick: Dense Motion and Disparity Estimation Via Loopy Belief Propagation. ACCV (2) 2006: 32-41

Oliver Williams, Michael Isard, John MacCormick: Estimating Disparity and Occlusions in Stereo Video Sequences. CVPR (2) 2005: 250-257

Leonid Sigal, Sidharth Bhatia, Stefan Roth, Michael J. Black, Michael Isard: Tracking Loose-Limbed People. CVPR (1) 2004: 421-428

Michael Isard: PAMPAS: Real-Valued Graphical Models for Computer Vision. CVPR (1) 2003: 613-620

Leonid Sigal, Michael Isard, Benjamin H. Sigelman, Michael J. Black: Attractive People: Assembling Loose-Limbed Models using Non-parametric Belief Propagation. NIPS 2003

Mark Lillibridge, Sameh Elnikety, Andrew Birrell, Michael Burrows, Michael Isard: A Cooperative Internet Backup Scheme. USENIX Annual Technical Conference, General Track 2003: 29-41

Pankaj K. Agarwal, Leonidas J. Guibas, Herbert Edelsbrunner, Jeff Erickson, Michael Isard, Sariel Har-Peled, John Hershberger, Christian S. Jensen, Lydia E. Kavraki, Patrice Koehl, Ming C. Lin, Dinesh Manocha, Dimitris N. Metaxas, Brian Mirtich, David M. Mount, S. Muthukrishnan, Dinesh K. Pai, Elisha Sacks, Jack Snoeyink, Subhash Suri, Ouri Wolfson: Algorithmic issues in modeling motion. ACM Comput. Surv. 34(4): 550-572 (2002)

J. Deutscher, Michael Isard, John MacCormick: Automatic Camera Calibration from a Single Manhattan Image. ECCV (4) 2002: 175-205

Michael Isard, Mark Shand, Alan Heirich: Distributed rendering of interactive soft shadows. EGPGV 2002: 71-76

Josephine Sullivan, Andrew Blake, Michael Isard, John MacCormick: Bayesian Object Localisation in Images. International Journal of Computer Vision 44(2): 111-135 (2001)

Michael Isard, John MacCormick: BraMBLe: A Bayesian Multiple-Blob Tracker. ICCV 2001: 34-41

Ben North, Andrew Blake, Michael Isard, Jens Rittscher: Learning and Classification of Complex Dynamics. IEEE Trans. Pattern Anal. Mach. Intell. 22(9): 1016-1034 (2000)

John MacCormick, Michael Isard: Partitioned Sampling, Articulated Objects, and Interface-Quality Hand Tracking. ECCV (2) 2000: 3-19

Josephine Sullivan, Andrew Blake, Michael Isard, John MacCormick: Object Localization by Bayesian Correlation. ICCV 1999: 1068-1075

Andrew Blake, Michael Isard: Active contours - the application of techniques from graphics, vision, control theory and statistics to visual tracking of shapes in motion. Springer 1998, isbn 978-3-540-76217-1, pp. I-XII, 1-352

Michael Isard, Andrew Blake: CONDENSATION - Conditional Density Propagation for Visual Tracking. International Journal of Computer Vision 29(1): 5-28 (1998)

Michael Isard, Andrew Blake: A Smoothing Filter for CONDENSATION. ECCV (1) 1998: 767-781

Michael Isard, Andrew Blake: ICONDENSATION: Unifying Low-Level and High-Level Tracking in a Stochastic Framework. ECCV (1) 1998: 893-908

Michael Isard, Andrew Blake: A Mixed-State CONDENSATION Tracker with Automatic Model-Switching. ICCV 1998: 107-112

Andrew Blake, Ben North, Michael Isard: Learning Multi-Class Dynamics. NIPS 1998: 389-395

Michael Isard, Andrew Blake: Contour Tracking by Stochastic Propagation of Conditional Density. ECCV (1) 1996: 343-356

Andrew Blake, Michael Isard: The CONDENSATION Algorithm - Conditional Density Propagation and Applications to Visual Tracking. NIPS 1996: 361-367

Andrew Blake, Michael Isard, David Reynard: Learning to Track the Visual Motion of Contours. Artif. Intell. 78(1-2): 179-212 (1995)

Andrew Blake, Michael Isard: 3D position, attitude and shape input using video tracking of hands and lips. SIGGRAPH 1994: 185-192