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| P2M: A Processing-in-Pixel-in-Memory Paradigm for Resource-Constrained TinyML Applications | Mar 7, 2022 | CPU | —Unverified | 0 |
| A Push-Relabel Based Additive Approximation for Optimal Transport | Mar 7, 2022 | CPUGPU | CodeCode Available | 0 |
| NeuralDPS: Neural Deterministic Plus Stochastic Model with Multiband Excitation for Noise-Controllable Waveform Generation | Mar 5, 2022 | CPU | —Unverified | 0 |
| Parallel Fourier Ptychography reconstruction | Mar 4, 2022 | CPU | —Unverified | 0 |
| Query Processing on Tensor Computation Runtimes | Mar 3, 2022 | CPUGPU | —Unverified | 0 |
| Modeling the Energy Consumption of HEVC Intra Decoding | Mar 3, 2022 | CPUDecoder | —Unverified | 0 |
| Estimation of Non-Functional Properties for Embedded Hardware with Application to Image Processing | Mar 3, 2022 | CPU | —Unverified | 0 |
| Real time spectrogram inversion on mobile phone | Mar 1, 2022 | CPU | CodeCode Available | 0 |
| Deep Graph Learning for Anomalous Citation Detection | Feb 23, 2022 | Anomaly DetectionCPU | —Unverified | 0 |
| Distilled Neural Networks for Efficient Learning to Rank | Feb 22, 2022 | CPUInformation Retrieval | CodeCode Available | 0 |
| Enabling On-Device Smartphone GPU based Training: Lessons Learned | Feb 21, 2022 | CPUGPU | —Unverified | 0 |
| When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing | Feb 17, 2022 | ClassificationCPU | —Unverified | 0 |
| Low Latency Real-Time Seizure Detection Using Transfer Deep Learning | Feb 16, 2022 | CPUDeep Learning | —Unverified | 0 |
| Exploiting Spatial Sparsity for Event Cameras with Visual Transformers | Feb 10, 2022 | CPU | —Unverified | 0 |
| Energy Efficiency and Delay Tradeoff in an MEC-Enabled Mobile IoT Network | Feb 8, 2022 | CPUEdge-computing | —Unverified | 0 |
| Learning to be a Statistician: Learned Estimator for Number of Distinct Values | Feb 6, 2022 | CPU | CodeCode Available | 0 |
| Giga-scale Kernel Matrix Vector Multiplication on GPU | Feb 2, 2022 | CPUGPU | CodeCode Available | 0 |
| Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors | Jan 31, 2022 | Anomaly DetectionBinary Classification | —Unverified | 0 |
| Distributed SLIDE: Enabling Training Large Neural Networks on Low Bandwidth and Simple CPU-Clusters via Model Parallelism and Sparsity | Jan 29, 2022 | Cloud ComputingCPU | —Unverified | 0 |
| Interconnect Parasitics and Partitioning in Fully-Analog In-Memory Computing Architectures | Jan 29, 2022 | CPU | —Unverified | 0 |
| Neural Network based Inter bi-prediction Blending | Jan 26, 2022 | CPUMotion Compensation | —Unverified | 0 |
| Learning-Driven Lossy Image Compression; A Comprehensive Survey | Jan 23, 2022 | CPUGPU | —Unverified | 0 |
| QoS-SLA-Aware Adaptive Genetic Algorithm for Multi-Request Offloading in Integrated Edge-Cloud Computing in Internet of Vehicles | Jan 21, 2022 | Cloud ComputingCPU | —Unverified | 0 |
| Accelerating Laue Depth Reconstruction Algorithm with CUDA | Jan 20, 2022 | CPUGPU | —Unverified | 0 |
| 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 |
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| AutoDES: AutoML Pipeline Generation of Classification with Dynamic Ensemble Strategy Selection | Jan 1, 2022 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
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| 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 |