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| Text Compression for Sentiment Analysis via Evolutionary Algorithms | Sep 20, 2017 | Data CompressionEvolutionary Algorithms | —Unverified | 0 | 0 |
| A unified theory of learning | Mar 31, 2022 | Data Compression | —Unverified | 0 | 0 |
| The Impact of Typicality for Informative Representative Selection | Jul 1, 2017 | Active LearningData Compression | —Unverified | 0 | 0 |
| The PRIMPing Routine -- Tiling through Proximal Alternating Linearized Minimization | Jun 17, 2019 | Data CompressionModel Selection | —Unverified | 0 | 0 |
| The Utility of Clustering in Prediction Tasks | Sep 21, 2015 | ClusteringData Compression | —Unverified | 0 | 0 |
| Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data | Aug 1, 2017 | Data Compression | —Unverified | 0 | 0 |
| Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach | Oct 8, 2024 | Data CompressionFacial Landmark Detection | —Unverified | 0 | 0 |
| Towards Effective and Robust Neural Trojan Defenses via Input Filtering | Feb 24, 2022 | Data Compressioninput filtering | —Unverified | 0 | 0 |
| Towards Efficient and Accurate Approximation: Tensor Decomposition Based on Randomized Block Krylov Iteration | Nov 27, 2022 | Data CompressionDenoising | —Unverified | 0 | 0 |
| Towards efficient compression and communication for prototype-based decentralized learning | Nov 14, 2024 | Data CompressionFederated Learning | —Unverified | 0 | 0 |
| Enabling DBSCAN for Very Large-Scale High-Dimensional Spaces | Nov 18, 2024 | ClusteringData Compression | —Unverified | 0 | 0 |
| Towards Neuromorphic Compression based Neural Sensing for Next-Generation Wireless Implantable Brain Machine Interface | Dec 15, 2023 | Data Compression | —Unverified | 0 | 0 |
| Towards Optimal Learning of Language Models | Feb 27, 2024 | Data CompressionLanguage Modeling | —Unverified | 0 | 0 |
| Towards Scalable IoT Deployment for Visual Anomaly Detection via Efficient Compression | May 11, 2025 | Anomaly DetectionData Compression | —Unverified | 0 | 0 |
| Training Foundation Models as Data Compression: On Information, Model Weights and Copyright Law | Jul 18, 2024 | Data CompressionMemorization | —Unverified | 0 | 0 |
| TransCompressor: LLM-Powered Multimodal Data Compression for Smart Transportation | Nov 25, 2024 | Data CompressionManagement | —Unverified | 0 | 0 |
| Transformer Masked Autoencoders for Next-Generation Wireless Communications: Architecture and Opportunities | Jan 11, 2024 | Data Compression | —Unverified | 0 | 0 |
| Transformers learn variable-order Markov chains in-context | Oct 7, 2024 | Data CompressionIn-Context Learning | —Unverified | 0 | 0 |
| Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent | Feb 22, 2017 | Data CompressionOpen-Ended Question Answering | —Unverified | 0 | 0 |
| "Turing Tests" For An AI Scientist | May 22, 2024 | AI AgentData Compression | —Unverified | 0 | 0 |
| Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis | Apr 20, 2021 | Data Compression | —Unverified | 0 | 0 |
| Uncover Treasures in DCT: Advancing JPEG Quality Enhancement by Exploiting Latent Correlations | Jun 26, 2025 | Data Compression | —Unverified | 0 | 0 |
| Understanding The Effectiveness of Lossy Compression in Machine Learning Training Sets | Mar 23, 2024 | Data Compression | —Unverified | 0 | 0 |
| Universality of parametric Coupling Flows over parametric diffeomorphisms | Feb 7, 2022 | Bayesian OptimizationData Compression | —Unverified | 0 | 0 |
| Universal Memcomputing Machines | May 5, 2014 | Data Compression | —Unverified | 0 | 0 |
| Universal Weak Coreset | May 26, 2023 | ClusteringConstrained Clustering | —Unverified | 0 | 0 |
| Using Low-Discrepancy Points for Data Compression in Machine Learning: An Experimental Comparison | Jul 10, 2024 | ClusteringData Compression | —Unverified | 0 | 0 |
| VAE-based Feature Disentanglement for Data Augmentation and Compression in Generalized GNSS Interference Classification | Apr 14, 2025 | Data AugmentationData Compression | —Unverified | 0 | 0 |
| Variable-Bitrate Neural Compression via Bayesian Arithmetic Coding | Jan 1, 2020 | Data CompressionImage Compression | —Unverified | 0 | 0 |
| Variational Auto-Encoder Based Deep Learning Technique For Filling Gaps in Reacting PIV Data | Dec 11, 2023 | Data CompressionDensity Estimation | —Unverified | 0 | 0 |
| Streaming Compression of Scientific Data via weak-SINDy | Aug 29, 2023 | Data Compression | —Unverified | 0 | 0 |
| Is Compression Really Linear with Code Intelligence? | May 16, 2025 | Data Compression | —Unverified | 0 | 0 |
| 3D Gaussian Splatting Data Compression with Mixture of Priors | May 6, 2025 | 3DGSData 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 |
| 4DAC: Learning Attribute Compression for Dynamic Point Clouds | Apr 25, 2022 | AttributeData Compression | —Unverified | 0 | 0 |
| Accelerate Support Vector Clustering via Spectrum-Preserving Data Compression | Apr 19, 2023 | ClusteringData Compression | —Unverified | 0 | 0 |
| Accelerating the Low-Rank Decomposed Models | Jul 24, 2024 | Data CompressionTensor Decomposition | —Unverified | 0 | 0 |
| AccEPT: An Acceleration Scheme for Speeding Up Edge Pipeline-parallel Training | Nov 10, 2023 | Data 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 |
| 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 |
| Adaptive Sample-space & Adaptive Probability coding: a neural-network based approach for compression | May 1, 2019 | Data CompressionEfficient Neural Network | —Unverified | 0 | 0 |
| Adaptive Subband Compression for Streaming of Continuous Point-on-Wave and PMU Data | Aug 23, 2020 | Data Compression | —Unverified | 0 | 0 |
| A Decade of Research for Image Compression In Multimedia Laboratory | Apr 6, 2021 | Data CompressionImage Compression | —Unverified | 0 | 0 |
| A description length approach to determining the number of k-means clusters | Feb 28, 2017 | ClusteringData Compression | —Unverified | 0 | 0 |
| Advanced Medical Image Representation for Efficient Processing and Transfer in Multisite Clouds | Apr 29, 2023 | Data Compression | —Unverified | 0 | 0 |
| Aerosense: A Self-Sustainable And Long-Range Bluetooth Wireless Sensor Node for Aerodynamic and Aeroacoustic Monitoring on Wind Turbines | May 24, 2022 | Data Compression | —Unverified | 0 | 0 |
| A Joint Data Compression and Time-Delay Estimation Method For Distributed Systems via Extremum Encoding | Apr 14, 2024 | Data CompressionTime Series | —Unverified | 0 | 0 |
| A Learning Framework for Bandwidth-Efficient Distributed Inference in Wireless IoT | Mar 17, 2022 | Data Compression | —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 |