| Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines | Jul 14, 2021 | GPUScheduling | CodeCode Available | 1 |
| Fine-tuning giant neural networks on commodity hardware with automatic pipeline model parallelism | Jul 14, 2021 | GPUTransfer Learning | CodeCode Available | 1 |
| Fast and Slow Enigmas and Parental Guidance | Jul 14, 2021 | GPU | CodeCode Available | 1 |
| BayesSimIG: Scalable Parameter Inference for Adaptive Domain Randomization with IsaacGym | Jul 9, 2021 | GPUReinforcement Learning (RL) | CodeCode Available | 1 |
| Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints | Jul 5, 2021 | Computational EfficiencyGPU | CodeCode Available | 1 |
| Vision Xformers: Efficient Attention for Image Classification | Jul 5, 2021 | ClassificationGPU | CodeCode Available | 1 |
| Memory Efficient Meta-Learning with Large Images | Jul 2, 2021 | Few-Shot Image ClassificationGPU | CodeCode Available | 1 |
| Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets | Jul 2, 2021 | GPUMeta-Learning | CodeCode Available | 1 |
| Privacy Budget Scheduling | Jun 29, 2021 | CPUFairness | CodeCode Available | 1 |
| Fast computation of mutual information in the frequency domain with applications to global multimodal image alignment | Jun 28, 2021 | GPU | CodeCode Available | 1 |
| Lettuce: PyTorch-based Lattice Boltzmann Framework | Jun 24, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| APNN-TC: Accelerating Arbitrary Precision Neural Networks on Ampere GPU Tensor Cores | Jun 23, 2021 | GPUQuantization | CodeCode Available | 1 |
| Randomness In Neural Network Training: Characterizing The Impact of Tooling | Jun 22, 2021 | GPU | CodeCode Available | 1 |
| CPM-2: Large-scale Cost-effective Pre-trained Language Models | Jun 20, 2021 | DecoderGPU | CodeCode Available | 1 |
| Projecting Your View Attentively: Monocular Road Scene Layout Estimation via Cross-View Transformation | Jun 19, 2021 | Autonomous DrivingGPU | CodeCode Available | 1 |
| AKG: Automatic Kernel Generation for Neural Processing Units using Polyhedral Transformations | Jun 19, 2021 | Code GenerationCPU | CodeCode Available | 1 |
| Virtual Fully-Connected Layer: Training a Large-Scale Face Recognition Dataset With Limited Computational Resources | Jun 19, 2021 | Face RecognitionGPU | CodeCode Available | 1 |
| Ultra-High-Definition Image Dehazing via Multi-Guided Bilateral Learning | Jun 19, 2021 | 4kGPU | CodeCode Available | 1 |
| Metamorphic image registration using a semi-Lagrangian scheme | Jun 16, 2021 | GPUImage Registration | CodeCode Available | 1 |
| MetaCache-GPU: Ultra-Fast Metagenomic Classification | Jun 14, 2021 | ClassificationCPU | CodeCode Available | 1 |
| SKIing on Simplices: Kernel Interpolation on the Permutohedral Lattice for Scalable Gaussian Processes | Jun 12, 2021 | Gaussian ProcessesGPU | CodeCode Available | 1 |
| Sparse PointPillars: Maintaining and Exploiting Input Sparsity to Improve Runtime on Embedded Systems | Jun 12, 2021 | Birds Eye View Object DetectionCPU | CodeCode Available | 1 |
| GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings | Jun 10, 2021 | GPU | CodeCode Available | 1 |
| Accelerating Neural Architecture Search via Proxy Data | Jun 9, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 |
| Shape As Points: A Differentiable Poisson Solver | Jun 7, 2021 | 3D ReconstructionGPU | CodeCode Available | 1 |
