| Sparse L^1-Autoencoders for Scientific Data Compression | May 23, 2024 | compressed sensingData Compression | —Unverified | 0 |
| Sparse Multi-layer Image Approximation: Facial Image Compression | Jun 12, 2015 | Data CompressionDictionary Learning | —Unverified | 0 |
| Sparse wavelet-based solutions for the M/EEG inverse problem | Jun 27, 2023 | Data CompressionEEG | —Unverified | 0 |
| Spatiotemporally adaptive compression for scientific dataset with feature preservation -- a case study on simulation data with extreme climate events analysis | Jan 6, 2024 | Data Compression | —Unverified | 0 |
| Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals | Apr 21, 2014 | Brain Computer Interfacecompressed sensing | —Unverified | 0 |
| SpikeCodec: An End-to-end Learned Compression Framework for Spiking Camera | Jun 25, 2023 | Data Compression | —Unverified | 0 |
| Spiking sampling network for image sparse representation and dynamic vision sensor data compression | Nov 8, 2022 | compressed sensingData Compression | —Unverified | 0 |
| Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks | Jan 24, 2020 | Data CompressionDeep Reinforcement Learning | —Unverified | 0 |
| Strategies in JPEG compression using Convolutional Neural Network (CNN) | Dec 6, 2021 | Data CompressionImage Compression | —Unverified | 0 |
| Lossy Neural Compression for Geospatial Analytics: A Review | Mar 3, 2025 | Data CompressionEarth Observation | —Unverified | 0 |
| Physical-Layer Supervised Learning Assisted by an Entangled Sensor Network | Jan 28, 2019 | Data Compression | —Unverified | 0 |
| SymED: Adaptive and Online Symbolic Representation of Data on the Edge | Sep 6, 2023 | Anomaly DetectionData Compression | —Unverified | 0 |
| Tackling Provably Hard Representative Selection via Graph Neural Networks | May 20, 2022 | Active LearningData Compression | —Unverified | 0 |
| Task-Oriented Data Compression for Multi-Agent Communications Over Bit-Budgeted Channels | May 28, 2020 | Autonomous DrivingData Compression | —Unverified | 0 |
| Tencent Video Dataset (TVD): A Video Dataset for Learning-based Visual Data Compression and Analysis | May 12, 2021 | 4kData Compression | —Unverified | 0 |
| Tensor Shape Search for Optimum Data Compression | May 21, 2022 | Data CompressionTensor Decomposition | —Unverified | 0 |
| Text Compression for Sentiment Analysis via Evolutionary Algorithms | Sep 20, 2017 | Data CompressionEvolutionary Algorithms | —Unverified | 0 |
| A unified theory of learning | Mar 31, 2022 | Data Compression | —Unverified | 0 |
| The Impact of Typicality for Informative Representative Selection | Jul 1, 2017 | Active LearningData Compression | —Unverified | 0 |
| The PRIMPing Routine -- Tiling through Proximal Alternating Linearized Minimization | Jun 17, 2019 | Data CompressionModel Selection | —Unverified | 0 |
| The Utility of Clustering in Prediction Tasks | Sep 21, 2015 | ClusteringData Compression | —Unverified | 0 |
| Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data | Aug 1, 2017 | Data Compression | —Unverified | 0 |
| Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach | Oct 8, 2024 | Data CompressionFacial Landmark Detection | —Unverified | 0 |
| Towards Effective and Robust Neural Trojan Defenses via Input Filtering | Feb 24, 2022 | Data Compressioninput filtering | —Unverified | 0 |
| Towards Efficient and Accurate Approximation: Tensor Decomposition Based on Randomized Block Krylov Iteration | Nov 27, 2022 | Data CompressionDenoising | —Unverified | 0 |