| Are we ready for beyond-application high-volume data? The Reeds robot perception benchmark dataset | Sep 16, 2021 | GPU | —Unverified | 0 |
| Efficient Scaling of Dynamic Graph Neural Networks | Sep 16, 2021 | CPUGPU | —Unverified | 0 |
| Dr. Top-k: Delegate-Centric Top-k on GPUs | Sep 16, 2021 | GPU | CodeCode Available | 1 |
| Exploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs | Sep 16, 2021 | GPUimage-classification | —Unverified | 0 |
| The NiuTrans System for the WMT21 Efficiency Task | Sep 16, 2021 | GPUKnowledge Distillation | CodeCode Available | 1 |
| Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization | Sep 15, 2021 | CPUEdge-computing | —Unverified | 0 |
| Reconstructing occluded Elevation Information in Terrain Maps with Self-supervised Learning | Sep 15, 2021 | CPUGPU | CodeCode Available | 1 |
| Can one hear the shape of a neural network?: Snooping the GPU via Magnetic Side Channel | Sep 15, 2021 | GPU | —Unverified | 0 |
| The State of the Art when using GPUs in Devising Image Generation Methods Using Deep Learning | Sep 13, 2021 | 8kCPU | —Unverified | 0 |
| RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search | Sep 13, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization | Sep 13, 2021 | GPUImage Harmonization | CodeCode Available | 1 |
| GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks | Sep 13, 2021 | GPUMulti-Task Learning | —Unverified | 0 |
| Scaling and Acceleration of Three-dimensional Structure Determination for Single-Particle Imaging Experiments with SpiniFEL | Sep 11, 2021 | GPU | —Unverified | 0 |
| Face-NMS: A Core-set Selection Approach for Efficient Face Recognition | Sep 10, 2021 | Face RecognitionGPU | CodeCode Available | 0 |
| Bag of Tricks for Optimizing Transformer Efficiency | Sep 9, 2021 | CPUDecoder | CodeCode Available | 0 |
| Elastic Significant Bit Quantization and Acceleration for Deep Neural Networks | Sep 8, 2021 | CPUGPU | —Unverified | 0 |
| Guiding Global Placement With Reinforcement Learning | Sep 6, 2021 | GPUreinforcement-learning | —Unverified | 0 |
| RAMA: A Rapid Multicut Algorithm on GPU | Sep 4, 2021 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters | Sep 3, 2021 | GPUManagement | CodeCode Available | 1 |
| Impact of GPU uncertainty on the training of predictive deep neural networks | Sep 3, 2021 | CPUGPU | —Unverified | 0 |
| Optimal Path Planning of Autonomous Marine Vehicles in Stochastic Dynamic Ocean Flows using a GPU-Accelerated Algorithm | Sep 2, 2021 | CPUDecision Making | —Unverified | 0 |
| CrypTen: Secure Multi-Party Computation Meets Machine Learning | Sep 2, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 2 |
| FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation | Sep 2, 2021 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Relation Extraction Using Multiple Pre-Training Models in Biomedical Domain | Sep 1, 2021 | GPURelation | —Unverified | 0 |
| Multi-model Machine Learning Inference Serving with GPU Spatial Partitioning | Sep 1, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 |