61. SS-Auto: A Single-Shot, Automatic Structured Weight Pruning Framework of DNNs with Ultra-High Efficiency
    2020/01/23 by Zhengang Li, Li, Zhengang, Yifan Gong +15 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #Advanced Neural Network Applications #Algorithm #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer science #FOS: Computer and information sciences #Geophysical Methods and Applications #Hyperparameter #Inference #Machine Learning (cs.LG) #Machine learning #Neural and Evolutionary Computing (cs.NE) #Norm (philosophy) #Parallel computing #Pruning #Seismic Imaging and Inversion Techniques #Speedup #cs.CV #cs.LG #cs.NE
62. STEERAGE: Synthesis of Neural Networks Using Architecture Search and Grow-and-Prune Methods
    2019/12/12 by Shayan Hassantabar, Xiaoliang Dai, Hassantabar, Shayan +3 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Architecture #Artificial intelligence #Artificial neural network #Boosting (machine learning) #Computer Vision and Pattern Recognition (cs.CV) #Computer engineering #Computer network #Computer science #Convolutional neural network #Data mining #FLOPS #FOS: Computer and information sciences #Inference #MNIST database #Machine Learning (cs.LG) #Machine learning #Network architecture #Neural and Evolutionary Computing (cs.NE) #Non-Destructive Testing Techniques #Parallel computing #Pattern recognition (psychology) #Redundancy (engineering) #Residual neural network #cs.CV #cs.LG #cs.NE
63. Base64 encoding and decoding at almost the speed of a memory copy
    2019/10/02 by Wojciech Muła, Daniel Lemire · 6 voices · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Artificial intelligence #Computer science #Decoding methods #ENCODE #Encoding (memory) #Executable #JSON #Operating system #Parallel Computing and Optimization Techniques #Parallel computing #Porting #Programming language #SIMD #Software #XML #cs.DC
64. Towards artificial general intelligence with hybrid Tianjic chip architecture
    2019/07/31 by Jing Pei, Lei Deng, Sen Song +21 · 5 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Architecture #Artificial intelligence #Artificial neural network #Chip #Coding (social sciences) #Computer architecture #Computer engineering #Computer hardware #Computer science #Dataflow #EEG and Brain-Computer Interfaces #Embedded system #Neuroscience and Neural Engineering #Parallel computing #Scalability
65. A Closed-form Solution to Universal Style Transfer
    2019/06/03 by Ming Lu, Lu, Ming, Hao Zhao +9 · 6 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Algorithm #Artificial intelligence #Code (set theory) #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Encoder #FOS: Computer and information sciences #FOS: Electrical engineering #Feature (linguistics) #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Image and Video Processing (eess.IV) #Interpretation (philosophy) #Normalization (sociology) #Parallel computing #Pattern recognition (psychology) #Simple (philosophy) #Theoretical computer science #Transfer (computing) #cs.CV #eess.IV #electronic engineering #information engineering
66. Light-Weight RetinaNet for Object Detection
    2019/05/24 by Yixing Li, Fengbo Ren, Li, Yixing +1 · 3 citations
    Computer Science · Engineering · Mathematics · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Algorithm #Artificial intelligence #CCD and CMOS Imaging Sensors #Computation #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Deep learning #Engineering #FLOPS #FOS: Computer and information sciences #Inference #Layer (electronics) #Mathematics #Object (grammar) #Object detection #Parallel computing #Pattern recognition (psychology) #Reduction (mathematics) #Task (project management) #cs.CV
67. Low-Memory Neural Network Training: A Technical Report
    2019/04/24 by Nimit S. Sohoni, Christopher R. Aberger, Sohoni, Nimit S. +7 · 2 voices · 13 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial intelligence #Artificial neural network #Bottleneck #Computer science #Domain Adaptation and Few-Shot Learning #Embedded system #High memory #Inference #Machine learning #Memory model #Parallel computing #Shared memory #Transformer
68. Fast Graph Representation Learning with PyTorch Geometric
    2019/03/06 by Matthias Fey, Fey, Matthias, Jan Eric Lenssen +1 · 584 citations
    Computer Science · Mathematics · #Advanced Graph Neural Networks #Artificial intelligence #CUDA #Computational science #Computer science #Data Visualization and Analytics #Deep learning #Graph #Graph Theory and Algorithms #Parallel computing #Point cloud #Theoretical computer science #cs.LG #stat.ML
69. Automatic Techniques to Systematically Discover New Heap Exploitation Primitives
    2019/03/01 by Insu Yun, Dhaval Kapil, Yun, Insu +3 · 1 voice · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Allocator #Computer science #Computer security #Distributed computing #Exploit #Fuzz testing #Heap (data structure) #Implementation #Metadata #Operating system #Parallel computing #Programming language #Security and Verification in Computing #Software #Web Application Security Vulnerabilities #cs.CR
70. Sensitivity of quantum speedup by quantum annealing to a noisy oracle
    2019/01/10 by Siddharth Muthukrishnan, Tameem Albash, Daniel A. Lidar · 1 citation
    Computer Science · Physics and Astronomy · #Algorithm #Artificial intelligence #Computer science #Neural Networks and Reservoir Computing #Noise (video) #Parallel computing #Physics #Quantum #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum annealing #Quantum computer #Quantum mechanics #Speedup #quant-ph
71. Parallel adaptive Monte Carlo integration with the event generator WHIZARD
    2018/11/23 by Simon Braß, Wolfgang Kilian, Jürgen Reuter · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #Asynchronous communication #Computational science #Computer science #Discrete event simulation #Distributed and Parallel Computing Systems #Event (particle physics) #Event generator #Generator (circuit theory) #Mathematics #Monte Carlo method #Parallel computing #Particle physics theoretical and experimental studies #Phase space #Physics #Quantum Chromodynamics and Particle Interactions #Simulation #hep-ex #hep-ph #physics.comp-ph
72. Don't Unroll Adjoint: Differentiating SSA-Form Programs
    2018/10/18 by Michael Innes, Innes, Michael · 4 voices · 30 citations
    Computer Science · #Algorithms and Data Compression #Automatic differentiation #Code (set theory) #Compiler #Computation #Computer science #Control flow #Embedded Systems Design Techniques #Nesting (process) #Parallel Computing and Optimization Techniques #Parallel computing #Programming language #Recursion (computer science) #Semantics (computer science) #Theoretical computer science #Transformation (genetics) #cs.PL
73. Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
    2018/08/21 by Yang He, Guoliang Kang, He, Yang +7 · 31 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Algorithm #Artificial intelligence #Artificial neural network #Code (set theory) #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #Convolutional neural network #Deep learning #Domain Adaptation and Few-Shot Learning #FLOPS #FOS: Computer and information sciences #Filter (signal processing) #Inference #Machine learning #Parallel computing #Pruning #cs.CV
74. CosmoFlow: Using Deep Learning to Learn the Universe at Scale
    2018/08/14 by Amrita Mathuriya, Deborah Bard, Mathuriya, Amrita +34 · 1 voice · 5 citations
    Computer Science · Physics and Astronomy · #Advanced Data Storage Technologies #Artificial intelligence #Bottleneck #Compiler #Computer science #Deep learning #Distributed and Parallel Computing Systems #Embedded system #Implementation #Operating system #Parallel Computing and Optimization Techniques #Parallel computing #Plug-in #Pooling #Programming language #Scalability #Scale (ratio) #Speedup #Supercomputer #Xeon #Xeon Phi #astro-ph.CO #astro-ph.IM #cs.LG #physics.comp-ph
75. BOLT: A Practical Binary Optimizer for Data Centers and Beyond
    2018/07/18 by Maksim Panchenko, Rafael Auler, Panchenko, Maksim +5 · 3 voices · 13 citations
    Computer Science · #Advanced Data Storage Technologies #Binary number #Cloud Computing and Resource Management #Code (set theory) #Code generation #Compiler #Computation #Computer science #Context (archaeology) #Key (lock) #Operating system #Optimizing compiler #Parallel Computing and Optimization Techniques #Parallel computing #Profiling (computer programming) #Program optimization #Programming language #Set (abstract data type) #Source code #cs.PL
76. Accelerating CNN inference on FPGAs: A Survey
    2018/05/26 by Kamel Abdelouahab, Abdelouahab, Kamel, Maxime Pelcat +6 · 1 voice · 2 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer architecture #Computer engineering #Computer science #Convolutional neural network #Datapath #Deep learning #Distributed #Embedded system #FOS: Computer and information sciences #Field-programmable gate array #Hardware Architecture (cs.AR) #Hardware acceleration #Inference #Machine Learning and ELM #Machine learning #Neural and Evolutionary Computing (cs.NE) #Parallel #Parallel computing #Programming language #State (computer science) #and Cluster Computing (cs.DC) #cs.AR #cs.CV #cs.DC #cs.NE
77. Blockclique: scaling blockchains through transaction sharding in a\n multithreaded block graph
    2018/03/23 by Sébastien Forestier, Forestier, Sébastien, Vodenicarevic, Damir +3 · 1 citation
    Computer Science · Mathematics · #Architecture #Bandwidth (computing) #Block (permutation group theory) #Blockchain Technology Applications and Security #Cloud Computing and Resource Management #Computer architecture #Computer network #Computer science #Cryptography and Data Security #Cryptography and Security (cs.CR) #Database transaction #Distributed computing #Distributed systems and fault tolerance #FOS: Computer and information sciences #Graph #Mathematics #Multithreading #Operating system #Parallel computing #Programming language #Scaling #Theoretical computer science #Thread (computing) #cs.CR
78. Accelerating HPC codes on Intel(R) Omni-Path Architecture networks: From particle physics to Machine Learning
    2017/11/13 by Peter Boyle, Boyle, Peter, Michael Chuvelev +9 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Artificial intelligence #Cloud Computing and Resource Management #Computer science #Concurrency #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Operating system #POSIX Threads #Parallel #Parallel computing #Porting #Software #Speedup #Stochastic gradient descent #Thread (computing) #Xeon #Xeon Phi #and Cluster Computing (cs.DC) #cs.AI #cs.DC #hep-lat
79. Fast YOLO: A Fast You Only Look Once System for Real-time Embedded\n Object Detection in Video
    2017/09/18 by Mohammad Javad Shafiee, Brendan Chywl, Shafiee, Mohammad Javad +5 · 9 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Architecture #Artificial Intelligence (cs.AI) #Artificial intelligence #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #Deep learning #Deep neural networks #FOS: Computer and information sciences #Face detection #Frame rate #Inference #Leverage (statistics) #Neural and Evolutionary Computing (cs.NE) #Object (grammar) #Object detection #Parallel computing #Pattern recognition (psychology) #Real-time computing #Speedup #Viola–Jones object detection framework #Visual Attention and Saliency Detection #cs.AI #cs.CV #cs.NE
80. Dynamic race prediction in linear time
    2017/04/16 by Dileep Kini, Umang Mathur, Mahesh Viswanathan · 2 citations
    Computer Science · Mathematics · #Algorithm #Bounded function #Code (set theory) #Computer science #Data mining #Limiting #Logic, programming, and type systems #Mathematics #Parallel Computing and Optimization Techniques #Parallel computing #Programming language #Race (biology) #Relation (database) #Software Testing and Debugging Techniques #Theoretical computer science #cs.PL #cs.SE
81. Architectures for Quantum Simulation Showing a Quantum Speedup
    2017/03/31 by J. Bermejo-Vega, Juan Bermejo-Vega, Dominik Hangleiter +7 · 5 citations
    Computer Science · Physics and Astronomy · #Computer science #Parallel computing #Physics #Quantum #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum computer #Quantum many-body systems #Quantum mechanics #Speedup #cond-mat.other #quant-ph
82. Parallel Multiscale Autoregressive Density Estimation
    2017/03/10 by Scott Reed, Aäron van den Oord, Reed, Scott +11 · 1 voice · 12 citations
    Computer Science · Mathematics · #Advanced Neural Network Applications #Algorithm #Artificial intelligence #Autoregressive model #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Density estimation #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image (mathematics) #Inference #Mathematics #Neural and Evolutionary Computing (cs.NE) #Parallel computing #Pattern recognition (psychology) #Pixel #Speedup #Statistics #cs.CV #cs.NE
83. Engineering a direct k-way Hypergraph Partitioning Algorithm
    2017/01/01 by Yaroslav Akhremtsev, Tobias Heuer, Peter Sanders +1 · 2 citations
    Computer Science · Engineering · Mathematics · #Advanced Image and Video Retrieval Techniques #Algorithm #Algorithms and Data Compression #Computer science #Discrete mathematics #Hash function #Heuristics #Hypergraph #Local search (optimization) #Mathematics #Parallel computing #Theoretical computer science #VLSI and FPGA Design Techniques
84. Delta Networks for Optimized Recurrent Network Computation
    2016/12/16 by Daniel Neil, Neil, Daniel, Jun Haeng Lee +7 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Algorithm #Artificial intelligence #Artificial neural network #Benchmark (surveying) #Computation #Computer science #Convolutional neural network #FOS: Computer and information sciences #Machine learning #Music and Audio Processing #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Parallel computing #Pattern recognition (psychology) #Recurrent neural network #Speedup #cs.NE
85. Proxy-equation paradigm: A strategy for massively parallel asynchronous computations
    2016/11/30 by Ankita Mittal, Sharath S. Girimaji, Sharath Girimaji · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #A priori and a posteriori #Advanced Data Storage Technologies #Algorithm #Asynchronous communication #Asynchrony (computer programming) #Computation #Computational science #Computer science #Convection–diffusion equation #Convergence (economics) #Distributed and Parallel Computing Systems #Massively parallel #Mathematics #Parallel Computing and Optimization Techniques #Parallel computing #Scalability #Synchronization (alternating current) #physics.comp-ph
86. Generating Families of Practical Fast Matrix Multiplication Algorithms
    2016/11/03 by Jianyu Huang, Leslie Rice, Huang, Jianyu +6 · 1 citation
    Computer Science · Mathematics · #Advanced Data Storage Technologies #Algorithm #Cholesky decomposition #Computer science #FOS: Computer and information sciences #LU decomposition #Mathematical Software (cs.MS) #Matrix (chemical analysis) #Matrix decomposition #Matrix multiplication #Overhead (engineering) #Parallel Computing and Optimization Techniques #Parallel computing #Strassen algorithm #Tensor decomposition and applications #cs.MS
87. OpenMP Fortran and C programs for solving the time-dependent Gross–Pitaevskii equation in an anisotropic trap
    2016/04/08 by Luis E. Young-S., Dušan Vudragović, Dusan Vudragovic +5 · 7 citations
    Physics and Astronomy · #Anisotropy #Atomic and Subatomic Physics Research #Cold Atom Physics and Bose-Einstein Condensates #Computational science #Computer science #Dimensionless quantity #Fortran #Gross–Pitaevskii equation #Nonlinear system #Parallel computing #Physics #Programming language #Quantum mechanics #Quantum, superfluid, helium dynamics #Speedup #Statistical physics #cond-mat.quant-gas #nlin.PS #physics.comp-ph #quant-ph
88. Estimating the cost of generic quantum pre-image attacks on SHA-2 and\n SHA-3
    2016/03/30 by Matthew Amy, Amy, Matthew, Olivia Di Matteo +10 · 2 citations
    Computer Science · Engineering · Physics and Astronomy · #Algorithm #Artificial intelligence #Code (set theory) #Computer engineering #Computer science #Computer security #Context (archaeology) #Cryptographic Implementations and Security #Cryptography and Data Security #Engineering #FOS: Physical sciences #Hash function #Image (mathematics) #Metric (unit) #Parallel computing #Physics #Programming language #Quantum #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum computer #Quantum mechanics #Quantum-Dot Cellular Automata #Qubit #Theoretical computer science #quant-ph
89. Geometric Satake, categorical traces, and arithmetic of Shimura varieties
    2016/01/01 by Xinwen Zhu · 1 citation
    Mathematics · #Advanced Algebra and Geometry #Algebraic Geometry and Number Theory #Advanced Mathematical Identities #Arithmetic #Categorical variable #Shimura variety #Mathematics #Computer science #Parallel computing #Pure mathematics #Statistics #Modular form
90. k-way Hypergraph Partitioning via n-Level Recursive Bisection
    2015/12/30 by Sebastian Schlag, Vitali Henne, Tobias Heuer +3 · 1 citation
    Computer Science · Engineering · Mathematics · #Advanced Graph Theory Research #Algorithm #Benchmark (surveying) #Computer science #Discrete mathematics #Graph #Graph partition #Hypergraph #Interconnection Networks and Systems #Mathematics #Parallel computing #Range (aeronautics) #Set (abstract data type) #Theoretical computer science #VLSI and FPGA Design Techniques #Very-large-scale integration

prev more