| Identifying Planetary Transit Candidates in TESS Full-Frame Image Light Curves via Convolutional Neural Networks | Jan 26, 2021 | GPU | —Unverified | 0 |
| Revisiting Locally Supervised Learning: an Alternative to End-to-end Training | Jan 26, 2021 | GPU | CodeCode Available | 1 |
| 3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware | Jan 25, 2021 | Computed Tomography (CT)GPU | —Unverified | 0 |
| Embedding-based Instance Segmentation in Microscopy | Jan 25, 2021 | GPUInstance Segmentation | CodeCode Available | 1 |
| RTGPU: Real-Time GPU Scheduling of Hard Deadline Parallel Tasks with Fine-Grain Utilization | Jan 25, 2021 | Autonomous VehiclesCPU | —Unverified | 0 |
| A2P-MANN: Adaptive Attention Inference Hops Pruned Memory-Augmented Neural Networks | Jan 24, 2021 | CPUGPU | —Unverified | 0 |
| Extensive networks would eliminate the demand for pricing formulas | Jan 22, 2021 | GPU | —Unverified | 0 |
| GhostSR: Learning Ghost Features for Efficient Image Super-Resolution | Jan 21, 2021 | GPUImage Super-Resolution | CodeCode Available | 0 |
| GPU-Accelerated Optimizer-Aware Evaluation of Submodular Exemplar Clustering | Jan 21, 2021 | ClusteringCPU | CodeCode Available | 0 |
| Direct Spatial Implementation of Sparse Matrix Multipliers for Reservoir Computing | Jan 21, 2021 | GPU | —Unverified | 0 |
| 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 |
| Optimized and autonomous machine learning framework for characterizing pores, particles, grains and grain boundaries in microstructural images | Jan 16, 2021 | DecoderGPU | —Unverified | 0 |
| 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 |
| Counterfactual Generative Networks | Jan 15, 2021 | Classificationcounterfactual | CodeCode Available | 1 |
| GPU Acceleration for Synthetic Aperture Sonar Image Reconstruction | Jan 14, 2021 | GPUImage Reconstruction | —Unverified | 0 |
| Scaling the Convex Barrier with Sparse Dual Algorithms | Jan 14, 2021 | Efficient Neural NetworkGPU | —Unverified | 0 |
