| Mastering Atari with Discrete World Models | Oct 5, 2020 | Atari GamesGPU | CodeCode Available | 1 |
| FORK: A Forward-Looking Actor For Model-Free Reinforcement Learning | Oct 4, 2020 | GPUMuJoCo | CodeCode Available | 1 |
| TensorBNN: Bayesian Inference for Neural Networks using Tensorflow | Sep 30, 2020 | Bayesian InferenceGPU | CodeCode Available | 1 |
| Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time | Sep 30, 2020 | 4kGPU | CodeCode Available | 1 |
| TorchRadon: Fast Differentiable Routines for Computed Tomography | Sep 29, 2020 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| HetSeq: Distributed GPU Training on Heterogeneous Infrastructure | Sep 25, 2020 | GPUimage-classification | CodeCode Available | 1 |
| ANNdotNET -- deep learning tool on .NET Platform | Sep 23, 2020 | Deep LearningDescriptive | CodeCode Available | 1 |
| RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning | Sep 14, 2020 | GPUKeypoint Detection | CodeCode Available | 1 |
| PDFFlow: parton distribution functions on GPU | Sep 14, 2020 | CPUGPU | CodeCode Available | 1 |
| 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 |
| Fully automated analysis of muscle architecture from B-mode ultrasound images with deep learning | Sep 10, 2020 | CPUGPU | CodeCode Available | 1 |
| Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans | Sep 10, 2020 | GPUImage Segmentation | CodeCode Available | 1 |
| The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation | Sep 9, 2020 | Domain AdaptationGPU | CodeCode Available | 1 |
| 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 |
| Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity | Aug 29, 2020 | GPUNetwork Pruning | CodeCode Available | 1 |
| Edge and Identity Preserving Network for Face Super-Resolution | Aug 27, 2020 | GPUSuper-Resolution | CodeCode Available | 1 |
| Better Than Reference In Low Light Image Enhancement: Conditional Re-Enhancement Networks | Aug 26, 2020 | GPUImage Enhancement | CodeCode Available | 1 |
| 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 |
| 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 |
| Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation | Aug 16, 2020 | Autonomous DrivingGPU | CodeCode Available | 1 |
| MatryODShka: Real-time 6DoF Video View Synthesis using Multi-Sphere Images | Aug 14, 2020 | GPU | CodeCode Available | 1 |
| 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 |
| Fast and Accurate Neural CRF Constituency Parsing | Aug 9, 2020 | Constituency ParsingDependency Parsing | CodeCode Available | 1 |
| SpeedySpeech: Efficient Neural Speech Synthesis | Aug 9, 2020 | Audio SynthesisCPU | CodeCode Available | 1 |
| Exact, Parallelizable Dynamic Time Warping Alignment with Linear Memory | Aug 4, 2020 | Dynamic Time WarpingGPU | CodeCode Available | 1 |
| Bringing UMAP Closer to the Speed of Light with GPU Acceleration | Aug 1, 2020 | GPU | CodeCode Available | 1 |
| Decoupling GCN with DropGraph Module for Skeleton-Based Action Recognition | Aug 1, 2020 | Action RecognitionGPU | CodeCode Available | 1 |
| Diet deep generative audio models with structured lottery | Jul 31, 2020 | CPUGPU | CodeCode Available | 1 |
| VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network | Jul 30, 2020 | CPUGPU | CodeCode Available | 1 |
| Declarative Experimentation in Information Retrieval using PyTerrier | Jul 28, 2020 | GPUInformation Retrieval | CodeCode Available | 1 |
| 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 |
| 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 |
| 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 |
| Context-Aware RCNN: A Baseline for Action Detection in Videos | Jul 20, 2020 | Action DetectionAction Recognition | CodeCode Available | 1 |
| Conformer-Kernel with Query Term Independence for Document Retrieval | Jul 20, 2020 | GPUReranking | CodeCode Available | 1 |
| Channel-wise Autoregressive Entropy Models for Learned Image Compression | Jul 17, 2020 | GPUImage Compression | CodeCode Available | 1 |
| Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search | Jul 17, 2020 | Generative Adversarial NetworkGPU | CodeCode Available | 1 |
| OccamNet: A Fast Neural Model for Symbolic Regression at Scale | Jul 16, 2020 | CPUGPU | CodeCode Available | 1 |
| Defocus Blur Detection via Depth Distillation | Jul 16, 2020 | DecoderDefocus Blur Detection | CodeCode Available | 1 |
| Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis | Jul 15, 2020 | Computational EfficiencyDistributed Optimization | CodeCode Available | 1 |
| 360^ Depth Estimation from Multiple Fisheye Images with Origami Crown Representation of Icosahedron | Jul 14, 2020 | Depth EstimationGPU | CodeCode Available | 1 |
| Accelerating Translational Image Registration for HDR Images on GPU | Jul 13, 2020 | CPUGPU | CodeCode Available | 1 |
