| 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 |
| A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning | Jun 14, 2019 | Automatic Post-EditingDecoder | CodeCode Available | 1 |
| 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 |
| NAS-FCOS: Fast Neural Architecture Search for Object Detection | Jun 11, 2019 | DecoderGPU | CodeCode Available | 1 |
| 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 |
| TransNet: A deep network for fast detection of common shot transitions | Jun 8, 2019 | Boundary DetectionCamera shot boundary detection | CodeCode Available | 1 |
| TensorNetwork for Machine Learning | Jun 7, 2019 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation | Jun 6, 2019 | GPUImage Segmentation | —Unverified | 0 |
| STN-Homography: estimate homography parameters directly | Jun 6, 2019 | GPUHomography Estimation | —Unverified | 0 |
| Probabilistic hypergraph grammars for efficient molecular optimization | Jun 5, 2019 | GPUreinforcement-learning | —Unverified | 0 |
| Efficient Featurized Image Pyramid Network for Single Shot Detector | Jun 1, 2019 | GPU | CodeCode Available | 0 |
| ToothNet: Automatic Tooth Instance Segmentation and Identification From Cone Beam CT Images | Jun 1, 2019 | GPUInstance Segmentation | —Unverified | 0 |
| IM-Net for High Resolution Video Frame Interpolation | Jun 1, 2019 | GPUMotion Estimation | —Unverified | 0 |
| Salient Object Detection With Pyramid Attention and Salient Edges | Jun 1, 2019 | Edge DetectionGPU | —Unverified | 0 |
| BASNet: Boundary-Aware Salient Object Detection | Jun 1, 2019 | Camouflaged Object SegmentationDecoder | CodeCode Available | 1 |
| Unequal-Training for Deep Face Recognition With Long-Tailed Noisy Data | Jun 1, 2019 | Face RecognitionGPU | —Unverified | 0 |
| Comparing Energy Efficiency of CPU, GPU and FPGA Implementations for Vision Kernels | May 31, 2019 | CPUGPU | CodeCode Available | 0 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 |
| DeepShift: Towards Multiplication-Less Neural Networks | May 30, 2019 | Edge-computingGPU | CodeCode Available | 0 |
| Efficient Neural Architecture Search via Proximal Iterations | May 30, 2019 | GPUNeural Architecture Search | CodeCode Available | 0 |
| DDPNAS: Efficient Neural Architecture Search via Dynamic Distribution Pruning | May 28, 2019 | AutoMLGPU | CodeCode Available | 0 |
| Shredder: Learning Noise Distributions to Protect Inference Privacy | May 26, 2019 | GPUimage-classification | CodeCode Available | 1 |
| ShrinkTeaNet: Million-scale Lightweight Face Recognition via Shrinking Teacher-Student Networks | May 25, 2019 | Face RecognitionGPU | CodeCode Available | 1 |
| 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 |
| Accelerating Deterministic and Stochastic Binarized Neural Networks on FPGAs Using OpenCL | May 15, 2019 | GPU | CodeCode Available | 0 |
| Neural Query Language: A Knowledge Base Query Language for Tensorflow | May 15, 2019 | GPU | —Unverified | 0 |
| Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images | May 15, 2019 | GPULand Cover Classification | CodeCode Available | 0 |
| Optimizing the Linear Fascicle Evaluation Algorithm for Multi-Core and Many-Core Systems | May 14, 2019 | CPUGPU | —Unverified | 0 |
| BayesNAS: A Bayesian Approach for Neural Architecture Search | May 13, 2019 | GPUNeural Architecture Search | —Unverified | 0 |
| Moving Target Defense for Deep Visual Sensing against Adversarial Examples | May 11, 2019 | GPU | —Unverified | 0 |
| EENA: Efficient Evolution of Neural Architecture | May 10, 2019 | General ClassificationGPU | CodeCode Available | 0 |
| Single-Path NAS: Device-Aware Efficient ConvNet Design | May 10, 2019 | General ClassificationGPU | —Unverified | 0 |
| AutoAssist: A Framework to Accelerate Training of Deep Neural Networks | May 8, 2019 | GPUimage-classification | CodeCode Available | 1 |
| Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF from a Single Image | May 7, 2019 | GPUInverse Rendering | CodeCode Available | 0 |
| Kindling the Darkness: A Practical Low-light Image Enhancer | May 4, 2019 | GPULow-Light Image Enhancement | CodeCode Available | 1 |
| Processing Megapixel Images with Deep Attention-Sampling Models | May 3, 2019 | Deep AttentionGPU | CodeCode Available | 0 |
| TensorNetwork on TensorFlow: A Spin Chain Application Using Tree Tensor Networks | May 3, 2019 | GPUTensor Networks | CodeCode Available | 0 |
