| Universal Background Subtraction based on Arithmetic Distribution Neural Network | Apr 16, 2021 | GPU | CodeCode Available | 0 |
| ZeRO-Infinity: Breaking the GPU Memory Wall for Extreme Scale Deep Learning | Apr 16, 2021 | CPUGPU | —Unverified | 0 |
| Improved Branch and Bound for Neural Network Verification via Lagrangian Decomposition | Apr 14, 2021 | Adversarial RobustnessGPU | —Unverified | 0 |
| Accelerating Neural Network Training with Distributed Asynchronous and Selective Optimization (DASO) | Apr 12, 2021 | BlockingGPU | —Unverified | 0 |
| Batch Monte Carlo Tree Search | Apr 9, 2021 | Game of GoGPU | —Unverified | 0 |
| Lookup-Table Recurrent Language Models for Long Tail Speech Recognition | Apr 9, 2021 | GPULanguage Modeling | —Unverified | 0 |
| Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM | Apr 9, 2021 | GPULanguage Modeling | CodeCode Available | 0 |
| 10,000 km Straight-line Transmission using a Real-time Software-defined GPU-Based Receiver | Apr 8, 2021 | GPUVideo Prediction | —Unverified | 0 |
| Re-designing cities with conditional adversarial networks | Apr 8, 2021 | Generative Adversarial NetworkGPU | —Unverified | 0 |
| A fully automated end-to-end process for fluorescence microscopy images of yeast cells: From segmentation to detection and classification | Apr 6, 2021 | General ClassificationGPU | —Unverified | 0 |
| GPU Domain Specialization via Composable On-Package Architecture | Apr 5, 2021 | GPUMath | —Unverified | 0 |
| Diff-TTS: A Denoising Diffusion Model for Text-to-Speech | Apr 3, 2021 | DenoisingGPU | —Unverified | 0 |
| A GPU Implementation of a Look-Ahead Optimal Controller for Eco-Driving Based on Dynamic Programming | Apr 3, 2021 | energy managementGPU | —Unverified | 0 |
| Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network | Apr 2, 2021 | DenoisingGenerative Adversarial Network | —Unverified | 0 |
| Pinpointing the Memory Behaviors of DNN Training | Apr 1, 2021 | GPU | —Unverified | 0 |
| Fast DCTTS: Efficient Deep Convolutional Text-to-Speech | Apr 1, 2021 | Computational EfficiencyCPU | —Unverified | 0 |
| DCVNet: Dilated Cost Volume Networks for Fast Optical Flow | Mar 31, 2021 | GPUOptical Flow Estimation | —Unverified | 0 |
| Perun: Secure Multi-Stakeholder Machine Learning Framework with GPU Support | Mar 31, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| cuConv: A CUDA Implementation of Convolution for CNN Inference | Mar 30, 2021 | GPU | —Unverified | 0 |
| Assessing the Role of Random Forests in Medical Image Segmentation | Mar 30, 2021 | GPUImage Segmentation | —Unverified | 0 |
| DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation | Mar 29, 2021 | GPUImage Segmentation | CodeCode Available | 0 |
| Large-Scale Approximate k-NN Graph Construction on GPU | Mar 29, 2021 | GPUgraph construction | CodeCode Available | 0 |
| Unified Shape and SVBRDF Recovery using Differentiable Monte Carlo Rendering | Mar 28, 2021 | GPU | —Unverified | 0 |
| Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization | Mar 28, 2021 | Action ClassificationAction Localization | —Unverified | 0 |
| GateKeeper-GPU: Fast and Accurate Pre-Alignment Filtering in Short Read Mapping | Mar 27, 2021 | GPU | CodeCode Available | 0 |
| Automated Backend-Aware Post-Training Quantization | Mar 27, 2021 | CPUDiversity | —Unverified | 0 |
| Baking Neural Radiance Fields for Real-Time View Synthesis | Mar 26, 2021 | GPUNeRF | CodeCode Available | 0 |
| LS-CAT: A Large-Scale CUDA AutoTuning Dataset | Mar 26, 2021 | GPU | —Unverified | 0 |
| Optimized Coverage Planning for UV Surface Disinfection | Mar 25, 2021 | GPU | CodeCode Available | 0 |
| Bertinho: Galician BERT Representations | Mar 25, 2021 | Dependency ParsingGPU | —Unverified | 0 |
| MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation | Mar 24, 2021 | Autonomous DrivingDecoder | —Unverified | 0 |
| A Deep Deterministic Policy Gradient-based Strategy for Stocks Portfolio Management | Mar 21, 2021 | GPUManagement | —Unverified | 0 |
| FastNeRF: High-Fidelity Neural Rendering at 200FPS | Mar 18, 2021 | GPUMixed Reality | CodeCode Available | 0 |
| NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition | Mar 17, 2021 | Action RecognitionAction Recognition In Videos | —Unverified | 0 |
| IRLI: Iterative Re-partitioning for Learning to Index | Mar 17, 2021 | GPUInformation Retrieval | —Unverified | 0 |
| Parareal Neural Networks Emulating a Parallel-in-time Algorithm | Mar 16, 2021 | GPU | —Unverified | 0 |
| CrossoverScheduler: Overlapping Multiple Distributed Training Applications in a Crossover Manner | Mar 14, 2021 | Deep LearningGPU | —Unverified | 0 |
| Deep Tiling: Texture Tile Synthesis Using a Deep Learning Approach | Mar 14, 2021 | Deep LearningGPU | —Unverified | 0 |
| ORStereo: Occlusion-Aware Recurrent Stereo Matching for 4K-Resolution Images | Mar 13, 2021 | 4kGPU | —Unverified | 0 |
| CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement | Mar 12, 2021 | 8kFace Detection | —Unverified | 0 |
| Real-time Nonrigid Mosaicking of Laparoscopy Images | Mar 12, 2021 | CPUGPU | —Unverified | 0 |
| An unsupervised deep learning framework for medical image denoising | Mar 11, 2021 | Deep LearningDenoising | —Unverified | 0 |
| Fast and Accurate Model Scaling | Mar 11, 2021 | GPUmodel | CodeCode Available | 0 |
| HSCoNAS: Hardware-Software Co-Design of Efficient DNNs via Neural Architecture Search | Mar 11, 2021 | CPUGPU | —Unverified | 0 |
| Elastic Deep Learning in Multi-Tenant GPU Clusters | Mar 9, 2021 | Deep LearningGPU | —Unverified | 0 |
| OUTCOMES: Rapid Under-sampling Optimization achieves up to 50% improvements in reconstruction accuracy for multi-contrast MRI sequences | Mar 8, 2021 | compressed sensingGPU | —Unverified | 0 |
| Memory-efficient Learning for High-Dimensional MRI Reconstruction | Mar 6, 2021 | compressed sensingGPU | —Unverified | 0 |
| Extend the FFmpeg Framework to Analyze Media Content | Mar 5, 2021 | CPUGPU | —Unverified | 0 |
| Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing | Mar 4, 2021 | CPUEdge-computing | —Unverified | 0 |
| Serverless Data Science -- Are We There Yet? A Case Study of Model Serving | Mar 4, 2021 | GPUManagement | —Unverified | 0 |