| Low Level Control of a Quadrotor with Deep Model-Based Reinforcement Learning | Jan 11, 2019 | GPUModel-based Reinforcement Learning | —Unverified | 0 |
| Low Precision Constant Parameter CNN on FPGA | Jan 11, 2019 | GPU | —Unverified | 0 |
| Fast GPU-Enabled Color Normalization for Digital Pathology | Jan 10, 2019 | Color NormalizationGPU | CodeCode Available | 0 |
| Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation | Jan 10, 2019 | GPUimage-classification | CodeCode Available | 0 |
| On the Turing Completeness of Modern Neural Network Architectures | Jan 10, 2019 | GPU | —Unverified | 0 |
| CROSSBOW: Scaling Deep Learning with Small Batch Sizes on Multi-GPU Servers | Jan 8, 2019 | Deep LearningGPU | CodeCode Available | 0 |
| Tree Tensor Networks for Generative Modeling | Jan 8, 2019 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Guidelines and Benchmarks for Deployment of Deep Learning Models on Smartphones as Real-Time Apps | Jan 8, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| FPDeep: Scalable Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters | Jan 4, 2019 | GPU | —Unverified | 0 |
| HG-Caffe: Mobile and Embedded Neural Network GPU (OpenCL) Inference Engine with FP16 Supporting | Jan 3, 2019 | GPU | —Unverified | 0 |
| BMF: Block matrix approach to factorization of large scale data | Jan 2, 2019 | CPUGPU | —Unverified | 0 |
| Vector and Line Quantization for Billion-scale Similarity Search on GPUs | Jan 2, 2019 | CPUGPU | CodeCode Available | 0 |
| Batch Size Influence on Performance of Graphic and Tensor Processing Units during Training and Inference Phases | Dec 31, 2018 | GPU | —Unverified | 0 |
| ORIGAMI: A Heterogeneous Split Architecture for In-Memory Acceleration of Learning | Dec 30, 2018 | GPU | —Unverified | 0 |
| InstaGAN: Instance-aware Image-to-Image Translation | Dec 28, 2018 | GPUImage-to-Image Translation | CodeCode Available | 0 |
| Kymatio: Scattering Transforms in Python | Dec 28, 2018 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Stanza: Layer Separation for Distributed Training in Deep Learning | Dec 27, 2018 | Deep LearningGPU | —Unverified | 0 |
| A Survey of FPGA Based Deep Learning Accelerators: Challenges and Opportunities | Dec 25, 2018 | CPUDeep Learning | —Unverified | 0 |
| Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images | Dec 24, 2018 | GPUImage Segmentation | —Unverified | 0 |
| Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings | Dec 22, 2018 | GPUtext-classification | —Unverified | 0 |
| Meta Architecture Search | Dec 22, 2018 | Bayesian InferenceFew-Shot Learning | CodeCode Available | 0 |
| SFA: Small Faces Attention Face Detector | Dec 20, 2018 | Face DetectionGPU | CodeCode Available | 0 |
| cuPC: CUDA-based Parallel PC Algorithm for Causal Structure Learning on GPU | Dec 20, 2018 | CPUGPU | CodeCode Available | 0 |
| 2.5D Deep Learning for CT Image Reconstruction using a Multi-GPU implementation | Dec 20, 2018 | DenoisingGPU | —Unverified | 0 |
| Efficient logic architecture in training gradient boosting decision tree for high-performance and edge computing | Dec 20, 2018 | Binary ClassificationCPU | —Unverified | 0 |
