| About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data Annotations | May 28, 2021 | DiversityGPU | CodeCode Available | 0 |
| Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval | May 28, 2021 | BIG-bench Machine LearningEdge-computing | CodeCode Available | 0 |
| Embedded Vision for Self-Driving on Forest Roads | May 27, 2021 | GPUInstance Segmentation | —Unverified | 0 |
| The Imaginative Generative Adversarial Network: Automatic Data Augmentation for Dynamic Skeleton-Based Hand Gesture and Human Action Recognition | May 27, 2021 | Action RecognitionData Augmentation | —Unverified | 0 |
| TENSILE: A Tensor granularity dynamic GPU memory scheduling method toward multiple dynamic workloads system | May 27, 2021 | Deep LearningGPU | —Unverified | 0 |
| Sequence Parallelism: Long Sequence Training from System Perspective | May 26, 2021 | GPU | —Unverified | 0 |
| Providing Meaningful Data Summarizations Using Exemplar-based Clustering in Industry 4.0 | May 25, 2021 | ClusteringCPU | —Unverified | 0 |
| SiamMOT: Siamese Multi-Object Tracking | May 25, 2021 | GPUMulti-Object Tracking | CodeCode Available | 1 |
| FNAS: Uncertainty-Aware Fast Neural Architecture Search | May 25, 2021 | FairnessGPU | —Unverified | 0 |
| SRH-Net: Stacked Recurrent Hourglass Network for Stereo Matching | May 25, 2021 | GPUStereo Matching | CodeCode Available | 1 |
| Real-time Monocular Depth Estimation with Sparse Supervision on Mobile | May 25, 2021 | Autonomous VehiclesDepth Estimation | —Unverified | 0 |
| Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads | May 24, 2021 | CPUGPU | CodeCode Available | 1 |
| Gym-μRTS: Toward Affordable Full Game Real-time Strategy Games Research with Deep Reinforcement Learning | May 21, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| GNNIE: GNN Inference Engine with Load-balancing and Graph-Specific Caching | May 21, 2021 | CPUGPU | —Unverified | 0 |
| Guidance and Teaching Network for Video Salient Object Detection | May 21, 2021 | GPUObject | —Unverified | 0 |
| Free Energy Node Embedding via Generalized Skip-gram with Negative Sampling | May 19, 2021 | ClusteringGPU | CodeCode Available | 0 |
| BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer | May 19, 2021 | AllGPU | CodeCode Available | 0 |
| High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network | May 19, 2021 | 4kAttribute | CodeCode Available | 1 |
| Progressively Normalized Self-Attention Network for Video Polyp Segmentation | May 18, 2021 | GPUSegmentation | CodeCode Available | 1 |
| Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI 2021 Challenge: Report | May 17, 2021 | DenoisingGPU | CodeCode Available | 1 |
| Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report | May 17, 2021 | GPUSuper-Resolution | —Unverified | 0 |
| Dynamic Pooling Improves Nanopore Base Calling Accuracy | May 16, 2021 | GPU | CodeCode Available | 1 |
| Doc2Dict: Information Extraction as Text Generation | May 16, 2021 | GPULanguage Modeling | CodeCode Available | 0 |
| On the reproducibility of fully convolutional neural networks for modeling time-space evolving physical systems | May 12, 2021 | GPU | CodeCode Available | 0 |
| SimNet: Accurate and High-Performance Computer Architecture Simulation using Deep Learning | May 12, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
