| Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware | Apr 3, 2020 | BenchmarkingCPU | CodeCode Available | 0 |
| Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation | Mar 31, 2020 | GPUNeural Architecture Search | —Unverified | 0 |
| EOLO: Embedded Object Segmentation only Look Once | Mar 31, 2020 | Distance regressionGPU | CodeCode Available | 0 |
| speckle-tracking: a Software Suite for Ptychographic X-ray Speckle Tracking | Mar 28, 2020 | CPUGPU | —Unverified | 0 |
| Kernel Operations on the GPU, with Autodiff, without Memory Overflows | Mar 27, 2020 | GPU | —Unverified | 0 |
| DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search | Mar 27, 2020 | GPUNeural Architecture Search | —Unverified | 0 |
| Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN | Mar 24, 2020 | Computed Tomography (CT)GPU | —Unverified | 0 |
| Learning to Exploit Multiple Vision Modalities by Using Grafted Networks | Mar 24, 2020 | Event-based Object SegmentationGPU | —Unverified | 0 |
| Removing Dynamic Objects for Static Scene Reconstruction using Light Fields | Mar 24, 2020 | GPUSemantic Segmentation | —Unverified | 0 |
| Real-time 3D object proposal generation and classification under limited processing resources | Mar 24, 2020 | 3D Object DetectionClassification | —Unverified | 0 |
| Training for Speech Recognition on Coprocessors | Mar 22, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Convergence of Artificial Intelligence and High Performance Computing on NSF-supported Cyberinfrastructure | Mar 18, 2020 | GPU | —Unverified | 0 |
| ContainerStress: Autonomous Cloud-Node Scoping Framework for Big-Data ML Use Cases | Mar 18, 2020 | CPUGPU | —Unverified | 0 |
| KPNet: Towards Minimal Face Detector | Mar 17, 2020 | Face DetectionGPU | —Unverified | 0 |
| Coronary Artery Segmentation from Intravascular Optical Coherence Tomography Using Deep Capsules | Mar 13, 2020 | Coronary Artery SegmentationCPU | —Unverified | 0 |
| Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems | Mar 12, 2020 | CPUGPU | CodeCode Available | 0 |
| FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution | Mar 9, 2020 | GPUReal-Time Semantic Segmentation | —Unverified | 0 |
| Real-time Tone Mapping: A State of the Art Report | Mar 6, 2020 | GPUSurvey | —Unverified | 0 |
| Optimizing Streaming Parallelism on Heterogeneous Many-Core Architectures: A Machine Learning Based Approach | Mar 5, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications | Mar 5, 2020 | CPUGPU | —Unverified | 0 |
| DeepSperm: A robust and real-time bull sperm-cell detection in densely populated semen videos | Mar 3, 2020 | Cell DetectionData Augmentation | —Unverified | 0 |
| ADWPNAS: Architecture-Driven Weight Prediction for Neural Architecture Search | Mar 3, 2020 | GPUNeural Architecture Search | —Unverified | 0 |
| Volumetric landmark detection with a multi-scale shift equivariant neural network | Mar 3, 2020 | Anatomical Landmark DetectionGPU | CodeCode Available | 0 |
| GPU-Accelerated Mobile Multi-view Style Transfer | Mar 2, 2020 | GPUImage Inpainting | —Unverified | 0 |
| 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 |
| A unified framework for 21cm tomography sample generation and parameter inference with Progressively Growing GANs | Feb 19, 2020 | CPUGenerative Adversarial Network | CodeCode Available | 0 |
| RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition | Feb 19, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| FPGA-based Neural Network Accelerator for Millimeter-Wave Radio-over-Fiber Systems | Feb 19, 2020 | GPU | —Unverified | 0 |
| 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 |
| 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 |
| Fast Geometric Projections for Local Robustness Certification | Feb 12, 2020 | GPU | —Unverified | 0 |
| 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 |
| 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 |