| Knock Detection in Combustion Engine Time Series Using a Theory-Guided 1D Convolutional Neural Network Approach | Jan 18, 2022 | CPUTime Series | —Unverified | 0 |
| LexiCon: Lexically Constrained Review Generation via Robust Insertion | Jan 16, 2022 | CPUDiversity | —Unverified | 0 |
| Control of Dual-Sourcing Inventory Systems using Recurrent Neural Networks | Jan 16, 2022 | CPUManagement | CodeCode Available | 0 |
| Transfer-Tuning: Reusing Auto-Schedules for Efficient Tensor Program Code Generation | Jan 14, 2022 | Code GenerationCPU | CodeCode Available | 0 |
| StAnD: A Dataset of Linear Static Analysis Problems | Jan 14, 2022 | CPUGPU | CodeCode Available | 0 |
| Detecting Ransomware Execution in a Timely Manner | Jan 12, 2022 | Change Point DetectionCPU | —Unverified | 0 |
| GhostNets on Heterogeneous Devices via Cheap Operations | Jan 10, 2022 | CPUGPU | CodeCode Available | 0 |
| An Adaptive Device-Edge Co-Inference Framework Based on Soft Actor-Critic | Jan 9, 2022 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| CFU Playground: Full-Stack Open-Source Framework for Tiny Machine Learning (tinyML) Acceleration on FPGAs | Jan 5, 2022 | CPU | —Unverified | 0 |
| Communication-Efficient TeraByte-Scale Model Training Framework for Online Advertising | Jan 5, 2022 | Click-Through Rate PredictionCPU | —Unverified | 0 |
| Deep Learning-Based Sparse Whole-Slide Image Analysis for the Diagnosis of Gastric Intestinal Metaplasia | Jan 5, 2022 | CPUDiagnostic | —Unverified | 0 |
| Which Student is Best? A Comprehensive Knowledge Distillation Exam for Task-Specific BERT Models | Jan 3, 2022 | CPUData Augmentation | —Unverified | 0 |
| AutoDES: AutoML Pipeline Generation of Classification with Dynamic Ensemble Strategy Selection | Jan 1, 2022 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation | Jan 1, 2022 | CPUGPU | —Unverified | 0 |
| Elastic 3D Wavefield Simulation on budget GPUs using the GLSL shading language | Dec 30, 2021 | CPUGPU | CodeCode Available | 0 |
| HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation | Dec 28, 2021 | CPUManagement | —Unverified | 0 |
| A probabilistic model for fast-to-evaluate 2D crack path prediction in heterogeneous materials | Dec 27, 2021 | CPU | —Unverified | 0 |
| Doppler velocity-based algorithm for Clustering and Velocity Estimation of moving objects | Dec 24, 2021 | Autonomous DrivingClustering | —Unverified | 0 |
| Squareplus: A Softplus-Like Algebraic Rectifier | Dec 22, 2021 | CPU | CodeCode Available | 0 |
| Dynamic Edge Computing empowered by Reconfigurable Intelligent Surfaces | Dec 21, 2021 | CPUEdge-computing | —Unverified | 0 |
| A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods | Dec 20, 2021 | ClusteringCPU | —Unverified | 0 |
| PRONTO: Preamble Overhead Reduction with Neural Networks for Coarse Synchronization | Dec 20, 2021 | CPUData Augmentation | CodeCode Available | 0 |
| Exploring the Impact of Virtualization on the Usability of the Deep Learning Applications | Dec 17, 2021 | CPUGPU | —Unverified | 0 |
| Hybrid-Regressive Neural Machine Translation | Dec 17, 2021 | CPUMachine Translation | —Unverified | 0 |
| Efficient Visual Tracking with Exemplar Transformers | Dec 17, 2021 | CPUObject Tracking | CodeCode Available | 0 |