| 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 |
| Using hardware performance counters to speed up autotuning convergence on GPUs | Feb 10, 2021 | GPUNavigate | —Unverified | 0 |
| Large-Scale Training System for 100-Million Classification at Alibaba | Feb 9, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Sub-seasonal forecasting with a large ensemble of deep-learning weather prediction models | Feb 9, 2021 | GPU | —Unverified | 0 |
| Multi-GPU SNN Simulation with Static Load Balancing | Feb 9, 2021 | GPU | —Unverified | 0 |
| Where is my hand? Deep hand segmentation for visual self-recognition in humanoid robots | Feb 9, 2021 | GPUHand Segmentation | —Unverified | 0 |
| Efficient Certified Defenses Against Patch Attacks on Image Classifiers | Feb 8, 2021 | GPU | —Unverified | 0 |
| RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning Workloads | Feb 8, 2021 | CPUDeep Reinforcement Learning | CodeCode Available | 1 |
| Sampling Based Scene-Space Video Processing | Feb 5, 2021 | Camera Pose EstimationDeblurring | —Unverified | 0 |
| Horizontally Fused Training Array: An Effective Hardware Utilization Squeezer for Training Novel Deep Learning Models | Feb 3, 2021 | GPU | CodeCode Available | 1 |
| Mobile-end Tone Mapping based on Integral Image and Integral Histogram | Feb 2, 2021 | GPUTone Mapping | —Unverified | 0 |
| It's always personal: Using Early Exits for Efficient On-Device CNN Personalisation | Feb 2, 2021 | GPUModel Compression | —Unverified | 0 |
| 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 |
| Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition | Feb 1, 2021 | GPUImage Classification | —Unverified | 0 |
| [Re] Reproducing Learning to Deceive With Attention-Based Explanations | Jan 31, 2021 | FairnessGPU | CodeCode Available | 0 |
| [Re] Hamiltonian Generative Networks | Jan 31, 2021 | GPUReinforcement Learning | CodeCode Available | 1 |
| [Re] Can gradient clipping mitigate label noise? | Jan 31, 2021 | CPUGPU | —Unverified | 0 |
| [Re] On end-to-end 6DoF object pose estimation and robustness to object scale | Jan 31, 2021 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 0 |
| [Re] Reproducibility report of "Interpretable Complex-Valued Neural Networks for Privacy Protection" | Jan 31, 2021 | CPUGPU | CodeCode Available | 0 |
| [Re] Spatial-Adaptive Network for Single Image Denoising | Jan 31, 2021 | CPUDenoising | CodeCode Available | 0 |
| A Runtime-Based Computational Performance Predictor for Deep Neural Network Training | Jan 31, 2021 | GPU | CodeCode Available | 1 |
| CyclingNet: Detecting cycling near misses from video streams in complex urban scenes with deep learning | Jan 31, 2021 | GPU | —Unverified | 0 |
| Gaining Scale Invariance in UAV Bird's Eye View Object Detection by Adaptive Resizing | Jan 29, 2021 | GPUobject-detection | —Unverified | 0 |
| Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search | Jan 27, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| Supervised Tree-Wasserstein Distance | Jan 27, 2021 | Document ClassificationGPU | —Unverified | 0 |