| Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation | Sep 13, 2020 | Computational EfficiencyGPU | —Unverified | 0 |
| Hierarchical Roofline Performance Analysis for Deep Learning Applications | Sep 11, 2020 | Deep LearningGPU | CodeCode Available | 0 |
| Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling | Sep 10, 2020 | GPU | —Unverified | 0 |
| Globally-scalable Automated Target Recognition (GATR) | Sep 10, 2020 | GPUobject-detection | —Unverified | 0 |
| Adapted Pepper | Sep 8, 2020 | GPUobject-detection | —Unverified | 0 |
| Tensor Relational Algebra for Machine Learning System Design | Sep 1, 2020 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| XVA Analysis From the Balance Sheet | Sep 1, 2020 | GPU | —Unverified | 0 |
| CLAN: Continuous Learning using Asynchronous Neuroevolution on Commodity Edge Devices | Aug 27, 2020 | GPU | —Unverified | 0 |
| FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems | Aug 26, 2020 | CPUGPU | —Unverified | 0 |
| HipaccVX: Wedding of OpenVX and DSL-based Code Generation | Aug 26, 2020 | Code GenerationGPU | —Unverified | 0 |
| Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation | Aug 26, 2020 | GPU | —Unverified | 0 |
| 5G Utility Pole Planner Using Google Street View and Mask R-CNN | Aug 26, 2020 | GPUPosition | —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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Woodpecker-DL: Accelerating Deep Neural Networks via Hardware-Aware Multifaceted Optimizations | Aug 11, 2020 | GPU | —Unverified | 0 |
| Switching Loss for Generalized Nucleus Detection in Histopathology | Aug 9, 2020 | GPUMedical Image Analysis | —Unverified | 0 |
| GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification | Aug 8, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Spatial Sharing of GPU for Autotuning DNN models | Aug 8, 2020 | GPU | —Unverified | 0 |
| Scalable FastMDP for Pre-departure Airspace Reservation and Strategic De-conflict | Aug 8, 2020 | GPUScheduling | —Unverified | 0 |
| Fast top-K Cosine Similarity Search through XOR-Friendly Binary Quantization on GPUs | Aug 5, 2020 | GPUQuantization | —Unverified | 0 |
| Neuromorphic Computing for Content-based Image Retrieval | Aug 4, 2020 | BIG-bench Machine LearningContent-Based Image Retrieval | —Unverified | 0 |
| GPU accelerated enumeration and exploration of HP model genotype-phenotype maps for protein folding | Aug 1, 2020 | CPUGPU | —Unverified | 0 |
| PERCH 2.0 : Fast and Accurate GPU-based Perception via Search for Object Pose Estimation | Aug 1, 2020 | GPUPose Estimation | —Unverified | 0 |
| Multi-node Bert-pretraining: Cost-efficient Approach | Aug 1, 2020 | GPU | —Unverified | 0 |
| Toward Faster and Simpler Matrix Normalization via Rank-1 Update | Aug 1, 2020 | GPU | —Unverified | 0 |
| Deep FusionNet for Point Cloud Semantic Segmentation | Aug 1, 2020 | 3D Semantic SegmentationGPU | —Unverified | 0 |
| Efficient Adversarial Attacks for Visual Object Tracking | Aug 1, 2020 | GPUObject | —Unverified | 0 |
| Accelerating Deep Learning with Millions of Classes | Aug 1, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| A Study on Effects of Implicit and Explicit Language Model Information for DBLSTM-CTC Based Handwriting Recognition | Jul 31, 2020 | GPUHandwriting Recognition | —Unverified | 0 |
| Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability | Jul 30, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Fast simulations of highly-connected spiking cortical models using GPUs | Jul 28, 2020 | GPU | —Unverified | 0 |
| At-Scale Sparse Deep Neural Network Inference with Efficient GPU Implementation | Jul 28, 2020 | GPU | CodeCode Available | 0 |
| Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics | Jul 25, 2020 | CPUGPU | —Unverified | 0 |
| Improving compute efficacy frontiers with SliceOut | Jul 21, 2020 | Deep LearningGPU | —Unverified | 0 |
| Accelerating Deep Learning Applications in Space | Jul 21, 2020 | Deep LearningGPU | —Unverified | 0 |
| Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling | Jul 21, 2020 | GPUMonocular Visual Odometry | —Unverified | 0 |
| Learning from Data to Speed-up Sorted Table Search Procedures: Methodology and Practical Guidelines | Jul 20, 2020 | CPUGPU | —Unverified | 0 |
| Scaling Polyhedral Neural Network Verification on GPUs | Jul 20, 2020 | Autonomous DrivingGPU | —Unverified | 0 |
| ASAP-NMS: Accelerating Non-Maximum Suppression Using Spatially Aware Priors | Jul 19, 2020 | CPUGPU | CodeCode Available | 0 |
| Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Start | Jul 17, 2020 | GPUNeural Architecture Search | CodeCode Available | 0 |
| Training with reduced precision of a support vector machine model for text classification | Jul 17, 2020 | CPUGeneral Classification | —Unverified | 0 |