| Active Training of Physics-Informed Neural Networks to Aggregate and Interpolate Parametric Solutions to the Navier-Stokes Equations | May 2, 2020 | Active LearningData Compression | —Unverified | 0 | 0 |
| 4DAC: Learning Attribute Compression for Dynamic Point Clouds | Apr 25, 2022 | AttributeData Compression | —Unverified | 0 | 0 |
| Compressive dual-comb spectroscopy | Jul 3, 2020 | Compressive SensingData Compression | —Unverified | 0 | 0 |
| Compression using Discrete Multi-Level Divisor Transform for Heterogeneous Sensor Data | Oct 18, 2024 | Data CompressionDiversity | —Unverified | 0 | 0 |
| Approximating Human-Like Few-shot Learning with GPT-based Compression | Aug 14, 2023 | Data CompressionFew-Shot Learning | —Unverified | 0 | 0 |
| Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth | Feb 7, 2024 | Data CompressionDecoder | —Unverified | 0 | 0 |
| Application of Tensorized Neural Networks for Cloud Classification | Mar 21, 2024 | Autonomous DrivingClassification | —Unverified | 0 | 0 |
| A method based on Generative Adversarial Networks for disentangling physical and chemical properties of stars in astronomical spectra | Nov 8, 2024 | Data Compression | —Unverified | 0 | 0 |
| Compressed Underwater Acoustic Communications for Dynamic Interaction with Underwater Vehicles | Nov 11, 2019 | Data Compression | —Unverified | 0 | 0 |
| Compressed Sensing of EEG for Wireless Telemonitoring with Low Energy Consumption and Inexpensive Hardware | Jun 13, 2012 | compressed sensingData Compression | —Unverified | 0 | 0 |
| Compressed Sensing for Energy-Efficient Wireless Telemonitoring of Noninvasive Fetal ECG via Block Sparse Bayesian Learning | May 7, 2012 | compressed sensingCPU | —Unverified | 0 | 0 |
| A Periodicity-based Parallel Time Series Prediction Algorithm in Cloud Computing Environments | Oct 17, 2018 | Cloud ComputingData Compression | —Unverified | 0 | 0 |
| A color temperature-based high-speed decolorization: an empirical approach for tone mapping applications | Aug 31, 2021 | Data CompressionSSIM | —Unverified | 0 | 0 |
| Compressed-Domain Detection and Estimation for Colocated MIMO Radar | Jun 17, 2020 | compressed sensingCompressive Sensing | —Unverified | 0 | 0 |
| APack: Off-Chip, Lossless Data Compression for Efficient Deep Learning Inference | Jan 21, 2022 | Data CompressionQuantization | —Unverified | 0 | 0 |
| Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey | Apr 9, 2024 | Data CompressionDeep Learning | —Unverified | 0 | 0 |
| A Novel Sequential Coreset Method for Gradient Descent Algorithms | Dec 5, 2021 | Data Compression | —Unverified | 0 | 0 |
| A Novel Chaotic Uniform Quantizer for Speech Coding | Oct 11, 2018 | Data CompressionQuantization | —Unverified | 0 | 0 |
| A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression | Oct 4, 2023 | Data CompressionFault Diagnosis | —Unverified | 0 | 0 |
| A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN Computing | Aug 24, 2022 | Data Compression | —Unverified | 0 | 0 |
| AccEPT: An Acceleration Scheme for Speeding Up Edge Pipeline-parallel Training | Nov 10, 2023 | Data Compression | —Unverified | 0 | 0 |
| 3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning | Feb 21, 2018 | BIG-bench Machine LearningData Compression | —Unverified | 0 | 0 |
| Combining Progressive Image Compression and Random Access in DNA Data Storage | May 21, 2025 | Data CompressionImage Compression | —Unverified | 0 | 0 |
| A Novel Approach for Neuromorphic Vision Data Compression based on Deep Belief Network | Oct 27, 2022 | Data Compression | —Unverified | 0 | 0 |
| Cognitive Semantic Communication Systems Driven by Knowledge Graph: Principle, Implementation, and Performance Evaluation | Mar 15, 2023 | Data CompressionSemantic Communication | —Unverified | 0 | 0 |