| Rethinking Training from Scratch for Object Detection | Jun 6, 2021 | GPUObject | CodeCode Available | 1 |
| Efficient Classification of Very Large Images with Tiny Objects | Jun 4, 2021 | ClassificationGPU | CodeCode Available | 1 |
| Towards Light-weight and Real-time Line Segment Detection | Jun 1, 2021 | GPULine Segment Detection | CodeCode Available | 1 |
| MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens | May 31, 2021 | CPUGPU | CodeCode Available | 1 |
| Effective Batching for Recurrent Neural Network Grammars | May 31, 2021 | GPULanguage Modeling | CodeCode Available | 1 |
| Xihe: A 3D Vision-based Lighting Estimation Framework for Mobile Augmented Reality | May 30, 2021 | GPULighting Estimation | CodeCode Available | 1 |
| DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows | May 30, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| SRH-Net: Stacked Recurrent Hourglass Network for Stereo Matching | May 25, 2021 | GPUStereo Matching | CodeCode Available | 1 |
| SiamMOT: Siamese Multi-Object Tracking | May 25, 2021 | GPUMulti-Object Tracking | CodeCode Available | 1 |
| 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 |
| 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 |
| Dynamic Pooling Improves Nanopore Base Calling Accuracy | May 16, 2021 | GPU | CodeCode Available | 1 |
| SimNet: Accurate and High-Performance Computer Architecture Simulation using Deep Learning | May 12, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Structure Guided Lane Detection | May 12, 2021 | Autonomous DrivingGPU | CodeCode Available | 1 |
| One Shot Face Swapping on Megapixels | May 11, 2021 | DeepFake DetectionDisentanglement | CodeCode Available | 1 |
| EL-Attention: Memory Efficient Lossless Attention for Generation | May 11, 2021 | GPUQuestion Generation | CodeCode Available | 1 |
| CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation | May 10, 2021 | DecoderGPU | CodeCode Available | 1 |
| Accelerating Large Scale Real-Time GNN Inference using Channel Pruning | May 10, 2021 | CPUGPU | CodeCode Available | 1 |
| Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution | May 9, 2021 | GPUImage Super-Resolution | CodeCode Available | 1 |
| Long-Span Summarization via Local Attention and Content Selection | May 8, 2021 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 1 |
| Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms | May 8, 2021 | CPUGPU | CodeCode Available | 1 |
| Adaptive Focus for Efficient Video Recognition | May 7, 2021 | Computational EfficiencyGPU | CodeCode Available | 1 |
