• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 27 matches

• 2024
• 
  Bertie Vidgen, Adarsh Agrawal, Ahmed M. Ahmed, Victor Akinwande, Namir Al-Nuaimi, Najla Alfaraj, Elie Alhajjar, Lora Aroyo, Trupti Bavalatti, Borhane Blili-Hamelin, Kurt D. Bollacker, Rishi Bomassani, Marisa Ferrara Boston, Siméon Campos, Kal Chakra, Canyu Chen, Cody Coleman, Zacharie Delpierre Coudert, Leon Derczynski, Debojyoti Dutta, Ian Eisenberg, James Ezick, Heather Frase, Brian Fuller, Ram Gandikota, Agasthya Gangavarapu, Ananya Gangavarapu, James Gealy, Rajat Ghosh, James Goel, Usman Gohar, Subhra S. Goswami, Scott A. Hale, Wiebke Hutiri, Joseph Marvin Imperial, Surgan Jandial, Nick Judd, Felix Juefei-Xu, Foutse Khomh, Bhavya Kailkhura, Hannah Rose Kirk, Kevin Klyman, Chris Knotz, Michael Kuchnik, Shachi H. Kumar, Chris Lengerich, Bo Li, Zeyi Liao, Eileen Peters Long, Victor Lu, Yifan Mai, Priyanka Mary Mammen, Kelvin Manyeki, Sean McGregor, Virendra Mehta, Shafee Mohammed, Emanuel Moss, Lama Nachman, Dinesh Jinenhally Naganna, Amin Nikanjam, Besmira Nushi, Luis Oala, Iftach Orr, Alicia Parrish, Cigdem Patlak, William Pietri, Forough Poursabzi-Sangdeh, Eleonora Presani, Fabrizio Puletti, Paul Röttger, Saurav Sahay, Tim Santos, Nino Scherrer, Alice Schoenauer Sebag, Patrick Schramowski, Abolfazl Shahbazi, Vin Sharma, Xudong Shen, Vamsi Sistla, Leonard Tang, Davide Testuggine, Vithursan Thangarasa, Elizabeth Anne Watkins, Rebecca Weiss, Chris Welty, Tyler Wilbers, Adina Williams, Carole-Jean Wu, Poonam Yadav, Xianjun Yang, Yi Zeng, Wenhui Zhang, Fedor Zhdanov, Jiacheng Zhu, Percy Liang, Peter Mattson, Joaquin Vanschoren:
  Introducing v0.5 of the AI Safety Benchmark from MLCommons. CoRR abs/2404.12241 (2024)
• 2022
• 
  Andrew M. Lorrey, Petra R. Pearce, Rob Allan, Clive Wilkinson, John-Mark Woolley, Emily Judd, Stuart Mackay, Sudhir Rawhat, Laura Slivinski, Sally Wilkinson, Ed Hawkins, Patrick Quesnel, Gilbert P. Compo:
  Meteorological data rescue: Citizen science lessons learned from Southern Weather Discovery. Patterns 3(6): 100495 (2022)
• 
  Paulius Micikevicius, Dusan Stosic, Neil Burgess, Marius Cornea, Pradeep Dubey, Richard Grisenthwaite, Sangwon Ha, Alexander Heinecke, Patrick Judd, John Kamalu, Naveen Mellempudi, Stuart F. Oberman, Mohammad Shoeybi, Michael Y. Siu, Hao Wu:
  FP8 Formats for Deep Learning. CoRR abs/2209.05433 (2022)
• 2020
• 
  Hao Wu, Patrick Judd, Xiaojie Zhang, Mikhail Isaev, Paulius Micikevicius:
  Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation. CoRR abs/2004.09602 (2020)
• 2019
• 
  Mostafa Mahmoud, Dylan Malone Stuart, Zissis Poulos, Alberto Delmas Lascorz, Patrick Judd, Sayeh Sharify, Milos Nikolic, Kevin Siu, Isak Edo Vivancos, Jorge Albericio, Andreas Moshovos:
  Accelerating Image-Sensor-Based Deep Learning Applications. IEEE Micro 39(5): 26-35 (2019)
• 
  Alberto Delmas Lascorz, Patrick Judd, Dylan Malone Stuart, Zissis Poulos, Mostafa Mahmoud, Sayeh Sharify, Milos Nikolic, Kevin Siu, Andreas Moshovos:
  Bit-Tactical: A Software/Hardware Approach to Exploiting Value and Bit Sparsity in Neural Networks. ASPLOS 2019: 749-763
• 
  Alberto Delmas Lascorz, Sayeh Sharify, Isak Edo Vivancos, Dylan Malone Stuart, Omar Mohamed Awad, Patrick Judd, Mostafa Mahmoud, Milos Nikolic, Kevin Siu, Zissis Poulos, Andreas Moshovos:
  ShapeShifter: Enabling Fine-Grain Data Width Adaptation in Deep Learning. MICRO 2019: 28-41
• 2018
• 
  Andreas Moshovos, Jorge Albericio, Patrick Judd, Alberto Delmas Lascorz, Sayeh Sharify, Zissis Poulos, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger:
  Exploiting Typical Values to Accelerate Deep Learning. Computer 51(5): 18-30 (2018)
• 
  Andreas Moshovos, Jorge Albericio, Patrick Judd, Alberto Delmas Lascorz, Sayeh Sharify, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger:
  Value-Based Deep-Learning Acceleration. IEEE Micro 38(1): 41-55 (2018)
• 
  Patrick Judd, Jorge Albericio, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger, Raquel Urtasun, Andreas Moshovos:
  Proteus: Exploiting precision variability in deep neural networks. Parallel Comput. 73: 40-51 (2018)
• 
  Sayeh Sharify, Alberto Delmas Lascorz, Kevin Siu, Patrick Judd, Andreas Moshovos:
  Loom: exploiting weight and activation precisions to accelerate convolutional neural networks. DAC 2018: 20:1-20:6
• 
  Andreas Moshovos, Jorge Albericio, Patrick Judd, Alberto Delmas, Sayeh Sharify, Mostafa Mahmoud, Tayler H. Hetherington, Milos Nikolic, Dylan Malone Stuart, Kevin Siu, Zissis Poulos, Tor M. Aamodt, Natalie D. Enright Jerger:
  Identifying and Exploiting Ineffectual Computations to Enable Hardware Acceleration of Deep Learning. NEWCAS 2018: 356-360
• 
  Alberto Delmas, Patrick Judd, Dylan Malone Stuart, Zissis Poulos, Mostafa Mahmoud, Sayeh Sharify, Milos Nikolic, Andreas Moshovos:
  Bit-Tactical: Exploiting Ineffectual Computations in Convolutional Neural Networks: Which, Why, and How. CoRR abs/1803.03688 (2018)
• 
  Alberto Delmas, Sayeh Sharify, Patrick Judd, Milos Nikolic, Andreas Moshovos:
  DPRed: Making Typical Activation Values Matter In Deep Learning Computing. CoRR abs/1804.06732 (2018)
• 2017
• 
  Patrick Judd, Jorge Albericio, Andreas Moshovos:
  Stripes: Bit-Serial Deep Neural Network Computing. IEEE Comput. Archit. Lett. 16(1): 80-83 (2017)
• 
  Jorge Albericio, Patrick Judd, Alberto Delmas, Sayeh Sharify, Andreas Moshovos:
  Bit-Pragmatic Deep Neural Network Computing. ICLR (Workshop) 2017
• 
  Jorge Albericio, Alberto Delmas, Patrick Judd, Sayeh Sharify, Gerard O'Leary, Roman Genov, Andreas Moshovos:
  Bit-pragmatic deep neural network computing. MICRO 2017: 382-394
• 
  Alberto Delmas, Patrick Judd, Sayeh Sharify, Andreas Moshovos:
  Dynamic Stripes: Exploiting the Dynamic Precision Requirements of Activation Values in Neural Networks. CoRR abs/1706.00504 (2017)
• 
  Alberto Delmas, Sayeh Sharify, Patrick Judd, Andreas Moshovos:
  Tartan: Accelerating Fully-Connected and Convolutional Layers in Deep Learning Networks by Exploiting Numerical Precision Variability. CoRR abs/1707.09068 (2017)
• 
  Patrick Judd, Alberto Delmas Lascorz, Sayeh Sharify, Andreas Moshovos:
  Cnvlutin2: Ineffectual-Activation-and-Weight-Free Deep Neural Network Computing. CoRR abs/1705.00125 (2017)
• 
  Sayeh Sharify, Alberto Delmas Lascorz, Patrick Judd, Andreas Moshovos:
  Loom: Exploiting Weight and Activation Precisions to Accelerate Convolutional Neural Networks. CoRR abs/1706.07853 (2017)
• 2016
• 
  Patrick Judd, Jorge Albericio, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger, Andreas Moshovos:
  Proteus: Exploiting Numerical Precision Variability in Deep Neural Networks. ICS 2016: 23:1-23:12
• 
  Jorge Albericio, Patrick Judd, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger, Andreas Moshovos:
  Cnvlutin: Ineffectual-Neuron-Free Deep Neural Network Computing. ISCA 2016: 1-13
• 
  Patrick Judd, Jorge Albericio, Tayler H. Hetherington, Tor M. Aamodt, Andreas Moshovos:
  Stripes: Bit-serial deep neural network computing. MICRO 2016: 19:1-19:12
• 
  Jorge Albericio, Patrick Judd, Alberto Delmas Lascorz, Sayeh Sharify, Andreas Moshovos:
  Bit-pragmatic Deep Neural Network Computing. CoRR abs/1610.06920 (2016)
• 2015
• 
  Patrick Judd, Jorge Albericio, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger, Raquel Urtasun, Andreas Moshovos:
  Reduced-Precision Strategies for Bounded Memory in Deep Neural Nets. CoRR abs/1511.05236 (2015)
• 2014
• 
  Goran Narancic, Patrick Judd, Di Wu, Islam Atta, Michel Elnacouzi, Jason Zebchuk, Jorge Albericio, Natalie D. Enright Jerger, Andreas Moshovos, Kyros Kutulakos, Serag Gadelrab:
  Evaluating the memory system behavior of smartphone workloads. ICSAMOS 2014: 83-92