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| A Design Methodology for Efficient Implementation of Deconvolutional Neural Networks on an FPGA | May 7, 2017 | CPUDenoising | CodeCode Available | 0 |
| Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting | May 5, 2017 | CPUKeyword Spotting | —Unverified | 0 |
| Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU | May 4, 2017 | CPUDecoder | CodeCode Available | 0 |
| Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks | May 3, 2017 | CPUGPU | —Unverified | 0 |
| Ensemble Sales Forecasting Study in Semiconductor Industry | Apr 28, 2017 | CPUTime Series Analysis | CodeCode Available | 0 |
| Proxy Templates for Inverse Compositional Photometric Bundle Adjustment | Apr 23, 2017 | CPU | —Unverified | 0 |
| PQTable: Non-exhaustive Fast Search for Product-quantized Codes using Hash Tables | Apr 21, 2017 | CPUQuantization | —Unverified | 0 |
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| In-Datacenter Performance Analysis of a Tensor Processing Unit | Apr 16, 2017 | CPUGPU | —Unverified | 0 |
| A Security Monitoring Framework For Virtualization Based HEP Infrastructures | Apr 16, 2017 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Parallel Multi Channel Convolution using General Matrix Multiplication | Apr 6, 2017 | CPU | —Unverified | 0 |
| Coordinating Filters for Faster Deep Neural Networks | Mar 28, 2017 | CPUGPU | CodeCode Available | 0 |
| A Numerical Method for Pricing Discrete Double Barrier Option by Legendre Multiwavelet | Mar 28, 2017 | CPU | —Unverified | 0 |
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| Hardware-Driven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural Networks | Mar 12, 2017 | CPUGPU | —Unverified | 0 |
| Enabling Sparse Winograd Convolution by Native Pruning | Feb 28, 2017 | CPU | CodeCode Available | 0 |
| McKernel: A Library for Approximate Kernel Expansions in Log-linear Time | Feb 27, 2017 | CPUGeneral Classification | CodeCode Available | 0 |
| Building Fast and Compact Convolutional Neural Networks for Offline Handwritten Chinese Character Recognition | Feb 26, 2017 | CPUOffline Handwritten Chinese Character Recognition | —Unverified | 0 |
| Deep Voice: Real-time Neural Text-to-Speech | Feb 25, 2017 | Audio SynthesisBoundary Detection | CodeCode Available | 0 |
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| Large-Scale Stochastic Learning using GPUs | Feb 22, 2017 | CPUGPU | —Unverified | 0 |
| Efficient Large-scale Approximate Nearest Neighbor Search on the GPU | Feb 20, 2017 | CPUGPU | CodeCode Available | 0 |
| Distributed deep learning on edge-devices: feasibility via adaptive compression | Feb 15, 2017 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation | Feb 11, 2017 | 3D Hand Pose EstimationCPU | —Unverified | 0 |
| FPGA Architecture for Deep Learning and its application to Planetary Robotics | Jan 26, 2017 | CPUQ-Learning | —Unverified | 0 |
| Automatic Frankensteining: Creating Complex Ensembles Autonomously | Jan 1, 2017 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| FLIC: Fast Linear Iterative Clustering with Active Search | Dec 6, 2016 | ClusteringCPU | —Unverified | 0 |
| Training Bit Fully Convolutional Network for Fast Semantic Segmentation | Dec 1, 2016 | CPUSegmentation | —Unverified | 0 |
| ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA | Dec 1, 2016 | CPUGPU | —Unverified | 0 |
| Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale | Dec 1, 2016 | CPU | —Unverified | 0 |
| ECO: Efficient Convolution Operators for Tracking | Nov 28, 2016 | CPUDiversity | CodeCode Available | 0 |
| Real-Time Video Highlights for Yahoo Esports | Nov 27, 2016 | CPUDota 2 | —Unverified | 0 |
| Discriminative Correlation Filter with Channel and Spatial Reliability | Nov 25, 2016 | CPUVisual Object Tracking | CodeCode Available | 0 |
| Deep Tensor Convolution on Multicores | Nov 20, 2016 | CPUGPU | —Unverified | 0 |
| Fast Video Classification via Adaptive Cascading of Deep Models | Nov 20, 2016 | ClassificationCPU | —Unverified | 0 |
| Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU | Nov 18, 2016 | CPUGPU | CodeCode Available | 0 |
| Parallelizing Word2Vec in Multi-Core and Many-Core Architectures | Nov 18, 2016 | CPU | CodeCode Available | 0 |
| A Convolutional Encoder Model for Neural Machine Translation | Nov 7, 2016 | CPUMachine Translation | CodeCode Available | 0 |
| A Differentiable Physics Engine for Deep Learning in Robotics | Nov 5, 2016 | CPUDeep Learning | —Unverified | 0 |
| GPU-based Pedestrian Detection for Autonomous Driving | Nov 5, 2016 | Autonomous DrivingCPU | —Unverified | 0 |
| Learning Runtime Parameters in Computer Systems with Delayed Experience Injection | Oct 31, 2016 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| TensorLy: Tensor Learning in Python | Oct 29, 2016 | CPUGPU | CodeCode Available | 0 |
| CuMF_SGD: Fast and Scalable Matrix Factorization | Oct 19, 2016 | CPUGPU | CodeCode Available | 0 |
| The xyz algorithm for fast interaction search in high-dimensional data | Oct 17, 2016 | CPUVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Revisiting Multiple Instance Neural Networks | Oct 8, 2016 | CPUMultiple Instance Learning | —Unverified | 0 |
| SaberLDA: Sparsity-Aware Learning of Topic Models on GPUs | Oct 8, 2016 | CPUGPU | —Unverified | 0 |