| Scalable FastMDP for Pre-departure Airspace Reservation and Strategic De-conflict | Aug 8, 2020 | GPUScheduling | —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 |
| Fast top-K Cosine Similarity Search through XOR-Friendly Binary Quantization on GPUs | Aug 5, 2020 | GPUQuantization | —Unverified | 0 |
| Exact, Parallelizable Dynamic Time Warping Alignment with Linear Memory | Aug 4, 2020 | Dynamic Time WarpingGPU | CodeCode Available | 1 |
| 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 |
| Decoupling GCN with DropGraph Module for Skeleton-Based Action Recognition | Aug 1, 2020 | Action RecognitionGPU | CodeCode Available | 1 |
| Deep FusionNet for Point Cloud Semantic Segmentation | Aug 1, 2020 | 3D Semantic SegmentationGPU | —Unverified | 0 |
| Accelerating Deep Learning with Millions of Classes | Aug 1, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Toward Faster and Simpler Matrix Normalization via Rank-1 Update | Aug 1, 2020 | GPU | —Unverified | 0 |
| Multi-node Bert-pretraining: Cost-efficient Approach | Aug 1, 2020 | GPU | —Unverified | 0 |
| Efficient Adversarial Attacks for Visual Object Tracking | Aug 1, 2020 | GPUObject | —Unverified | 0 |
| Bringing UMAP Closer to the Speed of Light with GPU Acceleration | Aug 1, 2020 | GPU | CodeCode Available | 1 |
| PERCH 2.0 : Fast and Accurate GPU-based Perception via Search for Object Pose Estimation | Aug 1, 2020 | GPUPose Estimation | —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 |
| Diet deep generative audio models with structured lottery | Jul 31, 2020 | CPUGPU | CodeCode Available | 1 |
| Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability | Jul 30, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network | Jul 30, 2020 | CPUGPU | CodeCode Available | 1 |
| Biomedical and Clinical English Model Packages in the Stanza Python NLP Library | Jul 29, 2020 | GPUNamed Entity Recognition | CodeCode Available | 3 |
| 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 |
| Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking | Jul 28, 2020 | Cell SegmentationCell Tracking | CodeCode Available | 1 |
| Optimization of XNOR Convolution for Binary Convolutional Neural Networks on GPU | Jul 28, 2020 | GPU | CodeCode Available | 1 |
| Declarative Experimentation in Information Retrieval using PyTerrier | Jul 28, 2020 | GPUInformation Retrieval | CodeCode Available | 1 |
| HeAT -- a Distributed and GPU-accelerated Tensor Framework for Data Analytics | Jul 27, 2020 | GPU | CodeCode Available | 1 |
| Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Prediction | Jul 26, 2020 | Binary ClassificationGPU | CodeCode Available | 1 |
| Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics | Jul 25, 2020 | CPUGPU | —Unverified | 0 |
| Representation Sharing for Fast Object Detector Search and Beyond | Jul 23, 2020 | FADGPU | CodeCode Available | 1 |
| Polylidar3D -- Fast Polygon Extraction from 3D Data | Jul 23, 2020 | Autonomous DrivingCPU | CodeCode Available | 1 |
| 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 |
| Improving compute efficacy frontiers with SliceOut | Jul 21, 2020 | Deep LearningGPU | —Unverified | 0 |
| Context-Aware RCNN: A Baseline for Action Detection in Videos | Jul 20, 2020 | Action DetectionAction Recognition | CodeCode Available | 1 |
| 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 |
| Conformer-Kernel with Query Term Independence for Document Retrieval | Jul 20, 2020 | GPUReranking | CodeCode Available | 1 |
| ASAP-NMS: Accelerating Non-Maximum Suppression Using Spatially Aware Priors | Jul 19, 2020 | CPUGPU | CodeCode Available | 0 |
| Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search | Jul 17, 2020 | Generative Adversarial NetworkGPU | CodeCode Available | 1 |
| Channel-wise Autoregressive Entropy Models for Learned Image Compression | Jul 17, 2020 | GPUImage Compression | CodeCode Available | 1 |
| Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Start | Jul 17, 2020 | GPUNeural Architecture Search | CodeCode Available | 0 |
| EZLDA: Efficient and Scalable LDA on GPUs | Jul 17, 2020 | GPU | —Unverified | 0 |
| Training with reduced precision of a support vector machine model for text classification | Jul 17, 2020 | CPUGeneral Classification | —Unverified | 0 |
| Real-time Dense Reconstruction of Tissue Surface from Stereo Optical Video | Jul 16, 2020 | GPUMotion Estimation | —Unverified | 0 |
| OccamNet: A Fast Neural Model for Symbolic Regression at Scale | Jul 16, 2020 | CPUGPU | CodeCode Available | 1 |
| PerMO: Perceiving More at Once from a Single Image for Autonomous Driving | Jul 16, 2020 | 3D ReconstructionAutonomous Driving | —Unverified | 0 |
| Real-time Surface Deformation Recovery from Stereo Videos | Jul 16, 2020 | GPUStereo Matching | —Unverified | 0 |
| Defocus Blur Detection via Depth Distillation | Jul 16, 2020 | DecoderDefocus Blur Detection | CodeCode Available | 1 |
| FTRANS: Energy-Efficient Acceleration of Transformers using FPGA | Jul 16, 2020 | CPUGPU | —Unverified | 0 |
| Distributed Reinforcement Learning of Targeted Grasping with Active Vision for Mobile Manipulators | Jul 16, 2020 | Deep Reinforcement LearningGPU | —Unverified | 0 |