| Accelerating Recommendation System Training by Leveraging Popular Choices | Mar 1, 2021 | CPUGPU | CodeCode Available | 1 |
| Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation | Mar 1, 2021 | CPUFace Detection | CodeCode Available | 1 |
| Learning to Generate Wasserstein Barycenters | Feb 24, 2021 | GPU | CodeCode Available | 1 |
| Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective | Feb 23, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 |
| GIST: Distributed Training for Large-Scale Graph Convolutional Networks | Feb 20, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion Prediction | Feb 19, 2021 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Temporal Gaussian Process Regression in Logarithmic Time | Feb 19, 2021 | GPUregression | CodeCode Available | 1 |
| COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining | Feb 16, 2021 | Contrastive LearningGPU | CodeCode Available | 1 |
| EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture Search | Feb 16, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 |
| RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning Workloads | Feb 8, 2021 | CPUDeep Reinforcement Learning | CodeCode Available | 1 |
| Horizontally Fused Training Array: An Effective Hardware Utilization Squeezer for Training Novel Deep Learning Models | Feb 3, 2021 | GPU | CodeCode Available | 1 |
| Model-based multi-parameter mapping | Feb 2, 2021 | DenoisingGPU | CodeCode Available | 1 |
| AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning | Feb 2, 2021 | GPU | CodeCode Available | 1 |
| [Re] Hamiltonian Generative Networks | Jan 31, 2021 | GPUReinforcement Learning | CodeCode Available | 1 |
| A Runtime-Based Computational Performance Predictor for Deep Neural Network Training | Jan 31, 2021 | GPU | CodeCode Available | 1 |
| 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 |
