| Improved Image Coding Autoencoder With Deep Learning | Feb 28, 2020 | Deep LearningGPU | —Unverified | 0 |
| Wavelet-Powered Neural Networks for Turbulence | Feb 26, 2020 | GPU | —Unverified | 0 |
| Quantized Neural Network Inference with Precision Batching | Feb 26, 2020 | GPULanguage Modeling | —Unverified | 0 |
| Non-Volatile Memory Array Based Quantization- and Noise-Resilient LSTM Neural Networks | Feb 25, 2020 | Edge-computingGPU | —Unverified | 0 |
| Communication Contention Aware Scheduling of Multiple Deep Learning Training Jobs | Feb 24, 2020 | Deep LearningGPU | —Unverified | 0 |
| Lagrangian Decomposition for Neural Network Verification | Feb 24, 2020 | GPUvalid | CodeCode Available | 0 |
| Semi-Supervised Neural Architecture Search | Feb 24, 2020 | GPUNatural Language Transduction | CodeCode Available | 1 |
| TFApprox: Towards a Fast Emulation of DNN Approximate Hardware Accelerators on GPU | Feb 21, 2020 | CPUGPU | CodeCode Available | 1 |
| DSNAS: Direct Neural Architecture Search without Parameter Retraining | Feb 21, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 |
| Neural Network Compression Framework for fast model inference | Feb 20, 2020 | BinarizationCPU | CodeCode Available | 2 |
| FPGA-based Neural Network Accelerator for Millimeter-Wave Radio-over-Fiber Systems | Feb 19, 2020 | GPU | —Unverified | 0 |
| RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition | Feb 19, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A unified framework for 21cm tomography sample generation and parameter inference with Progressively Growing GANs | Feb 19, 2020 | CPUGenerative Adversarial Network | CodeCode Available | 0 |
| Knapsack Pruning with Inner Distillation | Feb 19, 2020 | GPUKnowledge Distillation | CodeCode Available | 1 |
| From English To Foreign Languages: Transferring Pre-trained Language Models | Feb 18, 2020 | Dependency ParsingGPU | CodeCode Available | 1 |
| Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration | Feb 18, 2020 | CPUGPU | —Unverified | 0 |
| Computational optimization of convolutional neural networks using separated filters architecture | Feb 18, 2020 | CPUGPU | —Unverified | 0 |
| Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation | Feb 17, 2020 | GPUOne-shot visual object segmentation | CodeCode Available | 1 |
| An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization | Feb 13, 2020 | Breast Cancer DetectionGPU | CodeCode Available | 1 |
| CSM-NN: Current Source Model Based Logic Circuit Simulation -- A Neural Network Approach | Feb 13, 2020 | CPUGPU | —Unverified | 0 |
| NN-PARS: A Parallelized Neural Network Based Circuit Simulation Framework | Feb 13, 2020 | GPUScheduling | —Unverified | 0 |
| LOGAN: High-Performance GPU-Based X-Drop Long-Read Alignment | Feb 12, 2020 | CPUGPU | CodeCode Available | 1 |
| Fast Geometric Projections for Local Robustness Certification | Feb 12, 2020 | GPU | —Unverified | 0 |
| Real-Time Semantic Background Subtraction | Feb 12, 2020 | CPUGPU | CodeCode Available | 1 |
| Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence | Feb 12, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 3 |
| fastai: A Layered API for Deep Learning | Feb 11, 2020 | Deep LearningGPU | CodeCode Available | 4 |
| Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator | Feb 11, 2020 | AutoMLGeneral Classification | —Unverified | 0 |
| FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA | Feb 9, 2020 | Audio GenerationAudio Synthesis | —Unverified | 0 |
| MOGPTK: The Multi-Output Gaussian Process Toolkit | Feb 9, 2020 | Gaussian ProcessesGPU | CodeCode Available | 1 |
| GPU acceleration of NL-means, BM3D and VBM3D | Feb 7, 2020 | CPUDenoising | —Unverified | 0 |
| Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning | Feb 7, 2020 | GPU | —Unverified | 0 |
| Parallel 3DPIFCM Algorithm for Noisy Brain MRI Images | Feb 5, 2020 | GPU | —Unverified | 0 |
| On the impact of selected modern deep-learning techniques to the performance and celerity of classification models in an experimental high-energy physics use case | Feb 3, 2020 | CPUData Augmentation | CodeCode Available | 0 |
| Foreground object segmentation in RGB-D data implemented on GPU | Feb 1, 2020 | GPUSegmentation | —Unverified | 0 |
| Non-Determinism in TensorFlow ResNets | Jan 30, 2020 | GPUimage-classification | —Unverified | 0 |
| Deep learning guided image-based droplet sorting for on-demand selection and analysis of single cells and 3D cell cultures | Jan 28, 2020 | GPU | —Unverified | 0 |
| A Robust Real-Time Computing-based Environment Sensing System for Intelligent Vehicle | Jan 27, 2020 | BIG-bench Machine LearningDistributed Computing | —Unverified | 0 |
| PDE-based Group Equivariant Convolutional Neural Networks | Jan 24, 2020 | Data AugmentationGPU | CodeCode Available | 0 |
| Depth-Based Selective Blurring in Stereo Images Using Accelerated Framework | Jan 21, 2020 | CPUDisparity Estimation | CodeCode Available | 0 |
| A Dynamic Bayesian Model for Interpretable Decompositions of Market Behaviour | Jan 20, 2020 | GPUPrediction | —Unverified | 0 |
| A Simple Model for Portable and Fast Prediction of Execution Time and Power Consumption of GPU Kernels | Jan 20, 2020 | GPUPrediction | CodeCode Available | 0 |
| Implementing a GPU-based parallel MAX-MIN Ant System | Jan 18, 2020 | Combinatorial OptimizationCPU | CodeCode Available | 0 |
| Aerial Single-View Depth Completion with Image-Guided Uncertainty Estimation | Jan 17, 2020 | Depth CompletionGPU | CodeCode Available | 1 |
| A lightweight target detection algorithm based on Mobilenet Convolution | Jan 16, 2020 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| Parameterized and GPU-Parallelized Real-Time Model Predictive Control for High Degree of Freedom Robots | Jan 14, 2020 | GPUModel Predictive Control | —Unverified | 0 |
| A C Code Generator for Fast Inference and Simple Deployment of Convolutional Neural Networks on Resource Constrained Systems | Jan 14, 2020 | C++ codeCode Generation | CodeCode Available | 1 |
| On Demand Solid Texture Synthesis Using Deep 3D Networks | Jan 13, 2020 | GPUTexture Synthesis | CodeCode Available | 1 |
| Universal Differential Equations for Scientific Machine Learning | Jan 13, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Dynamic Coronary Roadmapping via Catheter Tip Tracking in X-ray Fluoroscopy with Deep Learning Based Bayesian Filtering | Jan 11, 2020 | GPUMotion Estimation | —Unverified | 0 |
| Extreme Software Defined Radio -- GHz in Real Time | Jan 10, 2020 | GPU | —Unverified | 0 |