| Revisiting Locally Supervised Learning: an Alternative to End-to-end Training | Jan 26, 2021 | GPU | CodeCode Available | 1 |
| Embedding-based Instance Segmentation in Microscopy | Jan 25, 2021 | GPUInstance Segmentation | CodeCode Available | 1 |
| Marius: Learning Massive Graph Embeddings on a Single Machine | Jan 20, 2021 | CPUGPU | CodeCode Available | 1 |
| Network Pruning using Adaptive Exemplar Filters | Jan 20, 2021 | CPUFace Recognition | CodeCode Available | 1 |
| PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses | Jan 20, 2021 | CPUGPU | CodeCode Available | 1 |
| Momentum^2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised Learning | Jan 19, 2021 | GPULinear evaluation | CodeCode Available | 1 |
| Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup | Jan 18, 2021 | Contrastive LearningGPU | CodeCode Available | 1 |
| HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS | Jan 18, 2021 | DecoderGPU | CodeCode Available | 1 |
| Fast and accurate learned multiresolution dynamical downscaling for precipitation | Jan 18, 2021 | CPUGenerative Adversarial Network | CodeCode Available | 1 |
| Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes | Jan 15, 2021 | All-day Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
