| Efficient MPI-based Communication for GPU-Accelerated Dask Applications | Jan 21, 2021 | BlockingCPU | CodeCode Available | 0 |
| Network Pruning using Adaptive Exemplar Filters | Jan 20, 2021 | CPUFace Recognition | CodeCode Available | 1 |
| Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations | Jan 20, 2021 | Cancer-no cancer per image classificationGPU | —Unverified | 0 |
| Marius: Learning Massive Graph Embeddings on a Single Machine | Jan 20, 2021 | CPUGPU | 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 |
| Fast and accurate learned multiresolution dynamical downscaling for precipitation | Jan 18, 2021 | CPUGenerative Adversarial Network | CodeCode Available | 1 |
| ZeRO-Offload: Democratizing Billion-Scale Model Training | Jan 18, 2021 | Computational EfficiencyCPU | CodeCode Available | 0 |
| 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 |
