| BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data | Apr 27, 2021 | Audio Signal ProcessingBIG-bench Machine Learning | —Unverified | 0 |
| One Billion Audio Sounds from GPU-enabled Modular Synthesis | Apr 27, 2021 | GPUHyperparameter Optimization | CodeCode Available | 1 |
| Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks | Apr 26, 2021 | CPUGPU | CodeCode Available | 1 |
| CompOFA: Compound Once-For-All Networks for Faster Multi-Platform Deployment | Apr 26, 2021 | AllDiversity | CodeCode Available | 1 |
| Easy and Efficient Transformer : Scalable Inference Solution For large NLP model | Apr 26, 2021 | DecoderGPU | CodeCode Available | 1 |
| Fully Convolutional Line Parsing | Apr 22, 2021 | GPULine Segment Detection | CodeCode Available | 1 |
| VM-MODNet: Vehicle Motion aware Moving Object Detection for Autonomous Driving | Apr 22, 2021 | Autonomous DrivingGPU | —Unverified | 0 |
| CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU | Apr 22, 2021 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| DGCL: an efficient communication library for distributed GNN training | Apr 21, 2021 | GPU | CodeCode Available | 1 |
| Seastar: vertex-centric programming for graph neural networks | Apr 21, 2021 | GPUGraph Clustering | —Unverified | 0 |
| PocketNet: A Smaller Neural Network for Medical Image Analysis | Apr 21, 2021 | Deep LearningGPU | CodeCode Available | 0 |
| Accelerating SpMM Kernel with Cache-First Edge Sampling for Graph Neural Networks | Apr 21, 2021 | GPU | —Unverified | 0 |
| FourierNets enable the design of highly non-local optical encoders for computational imaging | Apr 21, 2021 | DecoderDepth Estimation | CodeCode Available | 1 |
| A simple vision-based navigation and control strategy for autonomous drone racing | Apr 20, 2021 | GPU | CodeCode Available | 1 |
| Coarse-to-Fine Searching for Efficient Generative Adversarial Networks | Apr 19, 2021 | Generative Adversarial NetworkGPU | —Unverified | 0 |
| Motion Vector Extrapolation for Video Object Detection | Apr 18, 2021 | CPUGPU | CodeCode Available | 1 |
| ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table | Apr 17, 2021 | CPUGPU | CodeCode Available | 0 |
| Cycle-free CycleGAN using Invertible Generator for Unsupervised Low-Dose CT Denoising | Apr 17, 2021 | Computed Tomography (CT)Denoising | —Unverified | 0 |
| Accelerating Sparse Deep Neural Networks | Apr 16, 2021 | GPUMath | CodeCode Available | 2 |
| Universal Background Subtraction based on Arithmetic Distribution Neural Network | Apr 16, 2021 | GPU | CodeCode Available | 0 |
| ZeRO-Infinity: Breaking the GPU Memory Wall for Extreme Scale Deep Learning | Apr 16, 2021 | CPUGPU | —Unverified | 0 |
| Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling | Apr 14, 2021 | GPURe-Ranking | CodeCode Available | 1 |
| VOLDOR-SLAM: For the Times When Feature-Based or Direct Methods Are Not Good Enough | Apr 14, 2021 | GPUOptical Flow Estimation | CodeCode Available | 1 |
| Improved Branch and Bound for Neural Network Verification via Lagrangian Decomposition | Apr 14, 2021 | Adversarial RobustnessGPU | —Unverified | 0 |
| VOLDOR: Visual Odometry from Log-logistic Dense Optical flow Residuals | Apr 14, 2021 | GPUOptical Flow Estimation | CodeCode Available | 1 |
