| AutoML for Multilayer Perceptron and FPGA Co-design | Sep 14, 2020 | AutoMLGPU | —Unverified | 0 |
| DANCE: Differentiable Accelerator/Network Co-Exploration | Sep 14, 2020 | GPUNeural Architecture Search | —Unverified | 0 |
| Accelerating Graph Sampling for Graph Machine Learning using GPUs | Sep 14, 2020 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| A Survey of FPGA-Based Robotic Computing | Sep 13, 2020 | Autonomous VehiclesCPU | —Unverified | 0 |
| Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation | Sep 13, 2020 | Computational EfficiencyGPU | —Unverified | 0 |
| YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design | Sep 12, 2020 | Computational EfficiencyCPU | CodeCode Available | 1 |
| BARS-CTR: Open Benchmarking for Click-Through Rate Prediction | Sep 12, 2020 | BenchmarkingClick-Through Rate Prediction | CodeCode Available | 1 |
| Hierarchical Roofline Performance Analysis for Deep Learning Applications | Sep 11, 2020 | Deep LearningGPU | CodeCode Available | 0 |
| Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans | Sep 10, 2020 | GPUImage Segmentation | CodeCode Available | 1 |
| Globally-scalable Automated Target Recognition (GATR) | Sep 10, 2020 | GPUobject-detection | —Unverified | 0 |
| Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling | Sep 10, 2020 | GPU | —Unverified | 0 |
| Fully automated analysis of muscle architecture from B-mode ultrasound images with deep learning | Sep 10, 2020 | CPUGPU | CodeCode Available | 1 |
| The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation | Sep 9, 2020 | Domain AdaptationGPU | CodeCode Available | 1 |
| Adapted Pepper | Sep 8, 2020 | GPUobject-detection | —Unverified | 0 |
| Scaling up Differentially Private Deep Learning with Fast Per-Example Gradient Clipping | Sep 7, 2020 | GPU | CodeCode Available | 2 |
| Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling | Sep 5, 2020 | GPUManagement | CodeCode Available | 1 |
| GPU-based Self-Organizing Maps for Post-Labeled Few-Shot Unsupervised Learning | Sep 4, 2020 | ClassificationClustering | CodeCode Available | 1 |
| Qibo: a framework for quantum simulation with hardware acceleration | Sep 3, 2020 | CPUGPU | CodeCode Available | 1 |
| XVA Analysis From the Balance Sheet | Sep 1, 2020 | GPU | —Unverified | 0 |
| Tensor Relational Algebra for Machine Learning System Design | Sep 1, 2020 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity | Aug 29, 2020 | GPUNetwork Pruning | CodeCode Available | 1 |
| CLAN: Continuous Learning using Asynchronous Neuroevolution on Commodity Edge Devices | Aug 27, 2020 | GPU | —Unverified | 0 |
| Edge and Identity Preserving Network for Face Super-Resolution | Aug 27, 2020 | GPUSuper-Resolution | CodeCode Available | 1 |
| Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation | Aug 26, 2020 | GPU | —Unverified | 0 |
| Better Than Reference In Low Light Image Enhancement: Conditional Re-Enhancement Networks | Aug 26, 2020 | GPUImage Enhancement | CodeCode Available | 1 |
| HipaccVX: Wedding of OpenVX and DSL-based Code Generation | Aug 26, 2020 | Code GenerationGPU | —Unverified | 0 |
| 5G Utility Pole Planner Using Google Street View and Mask R-CNN | Aug 26, 2020 | GPUPosition | —Unverified | 0 |
| FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems | Aug 26, 2020 | CPUGPU | —Unverified | 0 |
| Learned Transferable Architectures Can Surpass Hand-Designed Architectures for Large Scale Speech Recognition | Aug 25, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Numerical Evaluation of the Accuracy of Influence Maximization Algorithms | Aug 24, 2020 | GPU | CodeCode Available | 0 |
| Semantic Labeling of Large-Area Geographic Regions Using Multi-View and Multi-Date Satellite Images and Noisy OSM Training Labels | Aug 24, 2020 | GPUSemantic Segmentation | CodeCode Available | 1 |
| Online Adaptive Learning for Runtime Resource Management of Heterogeneous SoCs | Aug 22, 2020 | GPUImitation Learning | —Unverified | 0 |
| Fine-tune BERT for E-commerce Non-Default Search Ranking | Aug 21, 2020 | GPU | —Unverified | 0 |
| Lite Training Strategies for Portuguese-English and English-Portuguese Translation | Aug 20, 2020 | GPUMachine Translation | CodeCode Available | 1 |
| BraggNN: Fast X-ray Bragg Peak Analysis Using Deep Learning | Aug 18, 2020 | 3D ReconstructionDeep Learning | CodeCode Available | 1 |
| Discovering Multi-Hardware Mobile Models via Architecture Search | Aug 18, 2020 | CPUGPU | —Unverified | 0 |
| Mastering Large Scale Multi-label Image Recognition with high efficiency overCamera trap images | Aug 18, 2020 | GPUMulti-Label Image Recognition | —Unverified | 0 |
| Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs | Aug 17, 2020 | CPUDiversity | —Unverified | 0 |
| Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation | Aug 16, 2020 | Autonomous DrivingGPU | CodeCode Available | 1 |
| AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation | Aug 16, 2020 | 2D Human Pose EstimationGPU | CodeCode Available | 0 |
| Monocular Instance Motion Segmentation for Autonomous Driving: KITTI InstanceMotSeg Dataset and Multi-task Baseline | Aug 16, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| MatryODShka: Real-time 6DoF Video View Synthesis using Multi-Sphere Images | Aug 14, 2020 | GPU | CodeCode Available | 1 |
| Landmark detection in Cardiac Magnetic Resonance Imaging Using A Convolutional Neural Network | Aug 14, 2020 | CPUGPU | CodeCode Available | 0 |
| Learnability and Robustness of Shallow Neural Networks Learned With a Performance-Driven BP and a Variant PSO For Edge Decision-Making | Aug 13, 2020 | Decision MakingGPU | —Unverified | 0 |
| TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search | Aug 12, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 |
| DXSLAM: A Robust and Efficient Visual SLAM System with Deep Features | Aug 12, 2020 | GPULoop Closure Detection | CodeCode Available | 1 |
| Woodpecker-DL: Accelerating Deep Neural Networks via Hardware-Aware Multifaceted Optimizations | Aug 11, 2020 | GPU | —Unverified | 0 |
| Fast and Accurate Neural CRF Constituency Parsing | Aug 9, 2020 | Constituency ParsingDependency Parsing | CodeCode Available | 1 |
| Switching Loss for Generalized Nucleus Detection in Histopathology | Aug 9, 2020 | GPUMedical Image Analysis | —Unverified | 0 |
| SpeedySpeech: Efficient Neural Speech Synthesis | Aug 9, 2020 | Audio SynthesisCPU | CodeCode Available | 1 |