| Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU | Jun 13, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| GPU-Accelerated Machine Learning in Non-Orthogonal Multiple Access | Jun 13, 2022 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Machine Learning Training on a Real Processing-in-Memory System | Jun 13, 2022 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| PILC: Practical Image Lossless Compression with an End-to-end GPU Oriented Neural Framework | Jun 10, 2022 | GPU | —Unverified | 0 |
| Merak: An Efficient Distributed DNN Training Framework with Automated 3D Parallelism for Giant Foundation Models | Jun 10, 2022 | GPU | CodeCode Available | 1 |
| Efficient and Robust 2D-to-BEV Representation Learning via Geometry-guided Kernel Transformer | Jun 9, 2022 | Autonomous DrivingGPU | CodeCode Available | 2 |
| A GPU-Accelerated Light-field Super-resolution Framework Based on Mixed Noise Model and Weighted Regularization | Jun 9, 2022 | CPUGPU | —Unverified | 0 |
| VITA: Video Instance Segmentation via Object Token Association | Jun 9, 2022 | GPUInstance Segmentation | CodeCode Available | 1 |
| Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps | Jun 8, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| Ultra-High-Definition Image Deblurring via Multi-scale Cubic-Mixer | Jun 8, 2022 | DeblurringGPU | CodeCode Available | 0 |
| Deep Neural Patchworks: Coping with Large Segmentation Tasks | Jun 7, 2022 | GPUImage Segmentation | —Unverified | 0 |
| SpikiLi: A Spiking Simulation of LiDAR based Real-time Object Detection for Autonomous Driving | Jun 6, 2022 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| [Reproducibility Report] Explainable Deep One-Class Classification | Jun 6, 2022 | Anomaly DetectionClassification | —Unverified | 0 |
| CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction | Jun 6, 2022 | GPUSurface Reconstruction | —Unverified | 0 |
| Low Power Neuromorphic EMG Gesture Classification | Jun 4, 2022 | ClassificationEMG Gesture Recognition | —Unverified | 0 |
| Multi-user Co-inference with Batch Processing Capable Edge Server | Jun 3, 2022 | GPUScheduling | —Unverified | 0 |
| OmicSelector: automatic feature selection and deep learning modeling for omic experiments | Jun 2, 2022 | ClassificationDiagnostic | CodeCode Available | 1 |
| Decentralized Training of Foundation Models in Heterogeneous Environments | Jun 2, 2022 | GPUScheduling | CodeCode Available | 1 |
| NeuroUnlock: Unlocking the Architecture of Obfuscated Deep Neural Networks | Jun 1, 2022 | Adversarial AttackGPU | CodeCode Available | 1 |
| Studying the Practices of Deploying Machine Learning Projects on Docker | Jun 1, 2022 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| End-to-end Optimization of Machine Learning Prediction Queries | May 31, 2022 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| DeepDefacer: Automatic Removal of Facial Features via U-Net Image Segmentation | May 31, 2022 | CPUDe-identification | —Unverified | 0 |
| Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images | May 31, 2022 | GPUImage Segmentation | CodeCode Available | 0 |
| EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning | May 31, 2022 | Contrastive LearningGenre classification | CodeCode Available | 0 |
