| 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 |
