| Hardware-accelerated Simulation-based Inference of Stochastic Epidemiology Models for COVID-19 | Dec 23, 2020 | CPUEpidemiology | CodeCode Available | 0 |
| EQ-Net: A Unified Deep Learning Framework for Log-Likelihood Ratio Estimation and Quantization | Dec 23, 2020 | GPUQuantization | —Unverified | 0 |
| Sub-Linear Memory: How to Make Performers SLiM | Dec 21, 2020 | GPU | CodeCode Available | 0 |
| Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead | Dec 21, 2020 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| Searching for Controllable Image Restoration Networks | Dec 21, 2020 | 4kGPU | —Unverified | 0 |
| Spatiotemporal Pattern Mining for Nowcasting Extreme Earthquakes in Southern California | Dec 20, 2020 | Deep LearningEarthquake prediction | —Unverified | 0 |
| Minimax Strikes Back | Dec 19, 2020 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers | Dec 19, 2020 | GPU | —Unverified | 0 |
| Rethinking Road Surface 3D Reconstruction and Pothole Detection: From Perspective Transformation to Disparity Map Segmentation | Dec 19, 2020 | 3D ReconstructionClustering | —Unverified | 0 |
| CodeVIO: Visual-Inertial Odometry with Learned Optimizable Dense Depth | Dec 18, 2020 | Depth EstimationDepth Prediction | —Unverified | 0 |
| SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning | Dec 17, 2020 | CPUGPU | —Unverified | 0 |
| Learned Block-based Hybrid Image Compression | Dec 17, 2020 | BlockingGPU | —Unverified | 0 |
| On the performance of deep learning for numerical optimization: an application to protein structure prediction | Dec 17, 2020 | global-optimizationGPU | —Unverified | 0 |
| Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces | Dec 16, 2020 | GPUKnowledge Distillation | —Unverified | 0 |
| AsyncTaichi: On-the-fly Inter-kernel Optimizations for Imperative and Spatially Sparse Programming | Dec 15, 2020 | GPU | —Unverified | 0 |
| NVIDIA SimNet^TM: an AI-accelerated multi-physics simulation framework | Dec 14, 2020 | GPU | —Unverified | 0 |
| Improving Panoptic Segmentation at All Scales | Dec 14, 2020 | AllGPU | —Unverified | 0 |
| Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search | Dec 14, 2020 | Atari GamesCPU | —Unverified | 0 |
| Bayesian Neural Ordinary Differential Equations | Dec 14, 2020 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers | Dec 12, 2020 | BIG-bench Machine LearningCode Classification | —Unverified | 0 |
| Accelerating Simulation-based Inference with Emerging AI Hardware | Dec 12, 2020 | EpidemiologyGPU | CodeCode Available | 0 |
| Reinforced Multi-Teacher Selection for Knowledge Distillation | Dec 11, 2020 | GPUKnowledge Distillation | —Unverified | 0 |
| How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget | Dec 11, 2020 | GPUPointGoal Navigation | —Unverified | 0 |
| Ensemble-CVDNet: A Deep Learning based End-to-End Classification Framework for COVID-19 Detection using Ensembles of Networks | Dec 9, 2020 | DiagnosticGPU | CodeCode Available | 0 |
| Enhanced Recurrent Neural Tangent Kernels for Non-Time-Series Data | Dec 9, 2020 | GPUTime Series | CodeCode Available | 0 |
