| Deep Learning to See: Towards New Foundations of Computer Vision | Jun 30, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences | Jun 29, 2022 | CPUGPU | —Unverified | 0 |
| Knowledge Distillation of Transformer-based Language Models Revisited | Jun 29, 2022 | GPUKnowledge Distillation | —Unverified | 0 |
| Turbo: Opportunistic Enhancement for Edge Video Analytics | Jun 29, 2022 | Edge-computingGPU | —Unverified | 0 |
| TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s | Jun 28, 2022 | GPU | —Unverified | 0 |
| Efficient Deep Learning Using Non-Volatile Memory Technology | Jun 27, 2022 | Deep LearningGPU | —Unverified | 0 |
| Representative Teacher Keys for Knowledge Distillation Model Compression Based on Attention Mechanism for Image Classification | Jun 26, 2022 | GPUimage-classification | —Unverified | 0 |
| UltraMNIST Classification: A Benchmark to Train CNNs for Very Large Images | Jun 25, 2022 | GPUSemantic correspondence | —Unverified | 0 |
| Megapixel Image Generation with Step-Unrolled Denoising Autoencoders | Jun 24, 2022 | DenoisingGPU | CodeCode Available | 0 |
| Pruned RNN-T for fast, memory-efficient ASR training | Jun 23, 2022 | DecoderGPU | —Unverified | 0 |
| Real-Time Online Skeleton Extraction and Gesture Recognition on Pepper | Jun 22, 2022 | Gesture RecognitionGPU | —Unverified | 0 |
| KiloNeuS: A Versatile Neural Implicit Surface Representation for Real-Time Rendering | Jun 22, 2022 | GPUNeRF | —Unverified | 0 |
| Sparse Kernel Gaussian Processes through Iterative Charted Refinement (ICR) | Jun 21, 2022 | CPUGaussian Processes | —Unverified | 0 |
| Nimble GNN Embedding with Tensor-Train Decomposition | Jun 21, 2022 | GPUgraph partitioning | —Unverified | 0 |
| covEcho Resource constrained lung ultrasound image analysis tool for faster triaging and active learning | Jun 21, 2022 | Active LearningGPU | CodeCode Available | 0 |
| Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection | Jun 19, 2022 | CPUDefect Detection | —Unverified | 0 |
| Hybrid Facial Expression Recognition (FER2013) Model for Real-Time Emotion Classification and Prediction | Jun 19, 2022 | Data AugmentationEmotion Classification | —Unverified | 0 |
| SNN2ANN: A Fast and Memory-Efficient Training Framework for Spiking Neural Networks | Jun 19, 2022 | GPU | CodeCode Available | 0 |
| On Efficient Real-Time Semantic Segmentation: A Survey | Jun 17, 2022 | GPUobject-detection | —Unverified | 0 |
| Fast Simulation of Particulate Suspensions Enabled by Graph Neural Network | Jun 17, 2022 | Computational EfficiencyGPU | —Unverified | 0 |
| GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Questions | Jun 16, 2022 | GPUMachine Reading Comprehension | —Unverified | 0 |
| Learning Dense Features for Point Cloud Registration Using a Graph Attention Network | Jun 14, 2022 | GPUGraph Attention | —Unverified | 0 |
| Residual-based physics-informed transfer learning: A hybrid method for accelerating long-term CFD simulations via deep learning | Jun 14, 2022 | CPUGPU | —Unverified | 0 |
| CorticalFlow^++: Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability | Jun 14, 2022 | GPUSurface Reconstruction | —Unverified | 0 |
| Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU | Jun 13, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
