| EPNAS: Efficient Progressive Neural Architecture Search | Jul 7, 2019 | GPUNeural Architecture Search | —Unverified | 0 |
| Fast ES-RNN: A GPU Implementation of the ES-RNN Algorithm | Jul 7, 2019 | GPUTime Series | CodeCode Available | 0 |
| A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time | Jul 5, 2019 | ClusteringGPU | CodeCode Available | 0 |
| Don't take it lightly: Phasing optical random projections with unknown operators | Jul 3, 2019 | CPUGPU | CodeCode Available | 0 |
| On-Device Neural Net Inference with Mobile GPUs | Jul 3, 2019 | CPUGPU | —Unverified | 0 |
| High-speed Railway Fastener Detection and Localization Method based on convolutional neural network | Jul 2, 2019 | GPU | —Unverified | 0 |
| Accelerating Sparse Matrix Operations in Neural Networks on Graphics Processing Units | Jul 1, 2019 | GPU | —Unverified | 0 |
| Permutohedral Attention Module for Efficient Non-Local Neural Networks | Jul 1, 2019 | GPUSegmentation | CodeCode Available | 0 |
| NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit | Jul 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Comparison of Lattice-Free and Lattice-Based Sequence Discriminative Training Criteria for LVCSR | Jul 1, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SLSNet: Skin lesion segmentation using a lightweight generative adversarial network | Jul 1, 2019 | Generative Adversarial NetworkGPU | —Unverified | 0 |
| Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization | Jul 1, 2019 | AutoMLGPU | CodeCode Available | 0 |
| Efficient Regularized Piecewise-Linear Regression Trees | Jun 29, 2019 | GPUregression | —Unverified | 0 |
| HEMELB Acceleration and Visualization for Cerebral Aneurysms | Jun 27, 2019 | GPU | CodeCode Available | 0 |
| Optimizing CNN-based Hyperspectral ImageClassification on FPGAs | Jun 27, 2019 | ClassificationCPU | CodeCode Available | 0 |
| SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection | Jun 25, 2019 | GPUobject-detection | CodeCode Available | 0 |
| ALTIS: Modernizing GPGPU Benchmarking | Jun 25, 2019 | BenchmarkingGPU | CodeCode Available | 0 |
| ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation | Jun 24, 2019 | GPUReal-Time Semantic Segmentation | —Unverified | 0 |
| Posterior-Guided Neural Architecture Search | Jun 23, 2019 | GPUimage-classification | CodeCode Available | 0 |
| Triton: An Intermediate Language and Compiler for Tiled Neural Network Computations | Jun 22, 2019 | GPU | CodeCode Available | 0 |
| Unleashing the Unused Potential of I-Vectors Enabled by GPU Acceleration | Jun 20, 2019 | CPUGPU | —Unverified | 0 |
| ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection | Jun 19, 2019 | CPUGeneral Classification | CodeCode Available | 0 |
| A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning | Jun 18, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| LPaintB: Learning to Paint from Self-Supervision | Jun 17, 2019 | GPUreinforcement-learning | —Unverified | 0 |
| Single Image Super-resolution via Dense Blended Attention Generative Adversarial Network for Clinical Diagnosis | Jun 15, 2019 | Generative Adversarial NetworkGPU | —Unverified | 0 |
| Topic Modeling via Full Dependence Mixtures | Jun 13, 2019 | GPUStochastic Optimization | CodeCode Available | 0 |
| Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index | Jun 13, 2019 | GPUOpen-Domain Question Answering | CodeCode Available | 0 |
| Coresets for Gaussian Mixture Models of Any Shape | Jun 12, 2019 | ClusteringGPU | —Unverified | 0 |
| BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget | Jun 10, 2019 | GPU | CodeCode Available | 0 |
| Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning | Jun 9, 2019 | Deep Reinforcement LearningGPU | CodeCode Available | 0 |
| Making Asynchronous Stochastic Gradient Descent Work for Transformers | Jun 8, 2019 | GPUMachine Translation | —Unverified | 0 |
| TensorNetwork for Machine Learning | Jun 7, 2019 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| STN-Homography: estimate homography parameters directly | Jun 6, 2019 | GPUHomography Estimation | —Unverified | 0 |
| V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation | Jun 6, 2019 | GPUImage Segmentation | —Unverified | 0 |
| Probabilistic hypergraph grammars for efficient molecular optimization | Jun 5, 2019 | GPUreinforcement-learning | —Unverified | 0 |
| Unequal-Training for Deep Face Recognition With Long-Tailed Noisy Data | Jun 1, 2019 | Face RecognitionGPU | —Unverified | 0 |
| ToothNet: Automatic Tooth Instance Segmentation and Identification From Cone Beam CT Images | Jun 1, 2019 | GPUInstance Segmentation | —Unverified | 0 |
| Efficient Featurized Image Pyramid Network for Single Shot Detector | Jun 1, 2019 | GPU | CodeCode Available | 0 |
| Salient Object Detection With Pyramid Attention and Salient Edges | Jun 1, 2019 | Edge DetectionGPU | —Unverified | 0 |
| IM-Net for High Resolution Video Frame Interpolation | Jun 1, 2019 | GPUMotion Estimation | —Unverified | 0 |
| Comparing Energy Efficiency of CPU, GPU and FPGA Implementations for Vision Kernels | May 31, 2019 | CPUGPU | CodeCode Available | 0 |
| Efficient Neural Architecture Search via Proximal Iterations | May 30, 2019 | GPUNeural Architecture Search | CodeCode Available | 0 |
| DeepShift: Towards Multiplication-Less Neural Networks | May 30, 2019 | Edge-computingGPU | CodeCode Available | 0 |
| DDPNAS: Efficient Neural Architecture Search via Dynamic Distribution Pruning | May 28, 2019 | AutoMLGPU | CodeCode Available | 0 |
| Accelerating DNN Training in Wireless Federated Edge Learning Systems | May 23, 2019 | CPUGPU | —Unverified | 0 |
| Performance Analysis of Deep Learning Workloads on Leading-edge Systems | May 21, 2019 | Deep LearningGPU | —Unverified | 0 |
| RIU-Net: Embarrassingly simple semantic segmentation of 3D LiDAR point cloud | May 21, 2019 | 3D Object DetectionGPU | —Unverified | 0 |
| Multinomial Distribution Learning for Effective Neural Architecture Search | May 18, 2019 | GPUNeural Architecture Search | CodeCode Available | 0 |
| A Case Study: Exploiting Neural Machine Translation to Translate CUDA to OpenCL | May 18, 2019 | GPUMachine Translation | —Unverified | 0 |
| Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification | May 17, 2019 | CPUGeneral Classification | —Unverified | 0 |