| Real-time RGBD-based Extended Body Pose Estimation | Mar 5, 2021 | GPUPose Estimation | CodeCode Available | 1 |
| Extend the FFmpeg Framework to Analyze Media Content | Mar 5, 2021 | CPUGPU | —Unverified | 0 |
| Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture | Mar 4, 2021 | CPUGPU | CodeCode Available | 1 |
| DONeRF: Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks | Mar 4, 2021 | GPUNeRF | CodeCode Available | 1 |
| Serverless Data Science -- Are We There Yet? A Case Study of Model Serving | Mar 4, 2021 | GPUManagement | —Unverified | 0 |
| Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing | Mar 4, 2021 | CPUEdge-computing | —Unverified | 0 |
| MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing | Mar 2, 2021 | Compressive SensingGPU | CodeCode Available | 1 |
| Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation | Mar 1, 2021 | CPUFace Detection | CodeCode Available | 1 |
| Accelerating Recommendation System Training by Leveraging Popular Choices | Mar 1, 2021 | CPUGPU | CodeCode Available | 1 |
| Improved Automated Machine Learning from Transfer Learning | Feb 27, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 0 |
| Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets | Feb 27, 2021 | CPUGPU | —Unverified | 0 |
| FIXAR: A Fixed-Point Deep Reinforcement Learning Platform with Quantization-Aware Training and Adaptive Parallelism | Feb 24, 2021 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute | Feb 24, 2021 | GPULanguage Modeling | CodeCode Available | 2 |
| 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 |
| A Novel Framework for Neural Architecture Search in the Hill Climbing Domain | Feb 22, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| 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 |
| High-order Differentiable Autoencoder for Nonlinear Model Reduction | Feb 19, 2021 | GPUmodel | —Unverified | 0 |
| 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 |
| INSTA-YOLO: Real-Time Instance Segmentation | Feb 12, 2021 | GPUInstance Segmentation | —Unverified | 0 |
| Temporal Parallelization of Inference in Hidden Markov Models | Feb 10, 2021 | GPU | CodeCode Available | 0 |
| Searching CUDA code autotuning spaces with hardware performance counters: data from benchmarks running on various GPU architectures | Feb 10, 2021 | GPU | —Unverified | 0 |
