Manjunath Kudlur

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 11

Top Topics

Benchmark Suite

Top Venues

Publications

Colby R. Banbury, Emil J. Njor, Matthew Stewart, Pete Warden, Manjunath Kudlur, Nat Jeffries, Xenofon Fafoutis, Vijay Janapa Reddi
Wake Vision: A Large-scale, Diverse Dataset and Benchmark Suite for TinyML Person Detection. CoRR (2024)
Yuan Yu, Martín Abadi, Paul Barham, Eugene Brevdo, Mike Burrows, Andy Davis, Jeff Dean, Sanjay Ghemawat, Tim Harley, Peter Hawkins, Michael Isard, Manjunath Kudlur, Rajat Monga, Derek Gordon Murray, Xiaoqiang Zheng
Dynamic Control Flow in Large-Scale Machine Learning. CoRR (2018)
Yuan Yu, Martín Abadi, Paul Barham, Eugene Brevdo, Mike Burrows, Andy Davis, Jeff Dean, Sanjay Ghemawat, Tim Harley, Peter Hawkins, Michael Isard, Manjunath Kudlur, Rajat Monga, Derek Gordon Murray, Xiaoqiang Zheng
Dynamic control flow in large-scale machine learning. EuroSys (2018)
Vincent Dumoulin, Jonathon Shlens, Manjunath Kudlur
A Learned Representation For Artistic Style. ICLR (Poster) (2017)
Golnaz Ghiasi, Honglak Lee, Manjunath Kudlur, Vincent Dumoulin, Jonathon Shlens
Exploring the structure of a real-time, arbitrary neural artistic stylization network. BMVC (2017)
Golnaz Ghiasi, Honglak Lee, Manjunath Kudlur, Vincent Dumoulin, Jonathon Shlens
Exploring the structure of a real-time, arbitrary neural artistic stylization network. CoRR (2017)
Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Gregory S. Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian J. Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafal Józefowicz, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mané, Rajat Monga, Sherry Moore, Derek Gordon Murray, Chris Olah, Mike Schuster, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul A. Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda B. Viégas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, Xiaoqiang Zheng
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems. CoRR (2016)
Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek Gordon Murray, Benoit Steiner, Paul A. Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, Xiaoqiang Zheng
TensorFlow: A System for Large-Scale Machine Learning. OSDI (2016)
Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek Gordon Murray, Benoit Steiner, Paul A. Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, Xiaoqiang Zhang
TensorFlow: A system for large-scale machine learning. CoRR (2016)
Oriol Vinyals, Samy Bengio, Manjunath Kudlur
Order Matters: Sequence to sequence for sets. ICLR (Poster) (2016)
Vincent Dumoulin, Jonathon Shlens, Manjunath Kudlur
A Learned Representation For Artistic Style. CoRR (2016)
Michael Garland, Manjunath Kudlur, Yili Zheng
Designing a unified programming model for heterogeneous machines. SC (2012)
Gautam Chakrabarti, Vinod Grover, Bastiaan Aarts, Xiangyun Kong, Manjunath Kudlur, Yuan Lin, Jaydeep Marathe, Mike Murphy, Jian-Zhong Wang
CUDA: Compiling and optimizing for a GPU platform. ICCS (2012)
Amir Hormati, Yoonseo Choi, Mark Woh, Manjunath Kudlur, Rodric M. Rabbah, Trevor N. Mudge, Scott A. Mahlke
MacroSS: macro-SIMDization of streaming applications. ASPLOS (2010)
Amir Hormati, Yoonseo Choi, Manjunath Kudlur, Rodric M. Rabbah, Trevor N. Mudge, Scott A. Mahlke
Flextream: Adaptive Compilation of Streaming Applications for Heterogeneous Architectures. PACT (2009)
Kevin Fan, Manjunath Kudlur, Ganesh S. Dasika, Scott A. Mahlke
Bridging the computation gap between programmable processors and hardwired accelerators. HPCA (2009)
Yin Wang, Stéphane Lafortune, Terence Kelly, Manjunath Kudlur, Scott A. Mahlke
The theory of deadlock avoidance via discrete control. POPL (2009)
Manjunath Kudlur, Scott A. Mahlke
Orchestrating the execution of stream programs on multicore platforms. PLDI (2008)
Yin Wang, Terence Kelly, Manjunath Kudlur, Stéphane Lafortune, Scott A. Mahlke
Gadara: Dynamic Deadlock Avoidance for Multithreaded Programs. OSDI (2008)
Kevin Fan, Hyunchul Park, Manjunath Kudlur, Scott A. Mahlke
Modulo scheduling for highly customized datapaths to increase hardware reusability. CGO (2008)
Amir Hormati, Manjunath Kudlur, Scott A. Mahlke, David F. Bacon, Rodric M. Rabbah
Optimus: efficient realization of streaming applications on FPGAs. CASES (2008)
Yuan Lin, Manjunath Kudlur, Scott A. Mahlke, Trevor N. Mudge
Hierarchical coarse-grained stream compilation for software defined radio. CASES (2007)
Kevin Fan, Manjunath Kudlur, Hyunchul Park, Scott A. Mahlke
Increasing hardware efficiency with multifunction loop accelerators. CODES+ISSS (2006)
Hyunchul Park, Kevin Fan, Manjunath Kudlur, Scott A. Mahlke
Modulo graph embedding: mapping applications onto coarse-grained reconfigurable architectures. CASES (2006)
Manjunath Kudlur, Kevin Fan, Scott A. Mahlke
Streamroller: : automatic synthesis of prescribed throughput accelerator pipelines. CODES+ISSS (2006)
Kevin Fan, Manjunath Kudlur, Hyunchul Park, Scott A. Mahlke
Cost Sensitive Modulo Scheduling in a Loop Accelerator Synthesis System. MICRO (2005)
Nathan Clark, Manjunath Kudlur, Hyunchul Park, Scott A. Mahlke, Krisztián Flautner
Application-Specific Processing on a General-Purpose Core via Transparent Instruction Set Customization. MICRO (2004)
Manjunath Kudlur, Kevin Fan, Michael L. Chu, Rajiv A. Ravindran, Nathan Clark, Scott A. Mahlke
FLASH: Foresighted Latency-Aware Scheduling Heuristic for Processors with Customized Datapaths. CGO (2004)
Manjunath Kudlur, R. Govindarajan
Performance analysis of methods that overcome false sharing effects in software DSMs. J. Parallel Distributed Comput. 64 (8) (2004)
Manjunath Kudlur, Kevin Fan, Michael L. Chu, Scott A. Mahlke
Automatic Synthesis of Customized Local Memories for Multicluster Application Accelerators. ASAP (2004)