| Towards efficient compression and communication for prototype-based decentralized learning | Nov 14, 2024 | Data CompressionFederated Learning | —Unverified | 0 |
| Enabling DBSCAN for Very Large-Scale High-Dimensional Spaces | Nov 18, 2024 | ClusteringData Compression | —Unverified | 0 |
| Towards Neuromorphic Compression based Neural Sensing for Next-Generation Wireless Implantable Brain Machine Interface | Dec 15, 2023 | Data Compression | —Unverified | 0 |
| Towards Optimal Learning of Language Models | Feb 27, 2024 | Data CompressionLanguage Modeling | —Unverified | 0 |
| Towards Scalable IoT Deployment for Visual Anomaly Detection via Efficient Compression | May 11, 2025 | Anomaly DetectionData Compression | —Unverified | 0 |
| Training Foundation Models as Data Compression: On Information, Model Weights and Copyright Law | Jul 18, 2024 | Data CompressionMemorization | —Unverified | 0 |
| TransCompressor: LLM-Powered Multimodal Data Compression for Smart Transportation | Nov 25, 2024 | Data CompressionManagement | —Unverified | 0 |
| Transformer Masked Autoencoders for Next-Generation Wireless Communications: Architecture and Opportunities | Jan 11, 2024 | Data Compression | —Unverified | 0 |
| Transformers learn variable-order Markov chains in-context | Oct 7, 2024 | Data CompressionIn-Context Learning | —Unverified | 0 |
| Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent | Feb 22, 2017 | Data CompressionOpen-Ended Question Answering | —Unverified | 0 |
| "Turing Tests" For An AI Scientist | May 22, 2024 | AI AgentData Compression | —Unverified | 0 |
| Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis | Apr 20, 2021 | Data Compression | —Unverified | 0 |
| Uncover Treasures in DCT: Advancing JPEG Quality Enhancement by Exploiting Latent Correlations | Jun 26, 2025 | Data Compression | —Unverified | 0 |
| Understanding The Effectiveness of Lossy Compression in Machine Learning Training Sets | Mar 23, 2024 | Data Compression | —Unverified | 0 |
| Universality of parametric Coupling Flows over parametric diffeomorphisms | Feb 7, 2022 | Bayesian OptimizationData Compression | —Unverified | 0 |
| Universal Memcomputing Machines | May 5, 2014 | Data Compression | —Unverified | 0 |
| Universal Weak Coreset | May 26, 2023 | ClusteringConstrained Clustering | —Unverified | 0 |
| Using Low-Discrepancy Points for Data Compression in Machine Learning: An Experimental Comparison | Jul 10, 2024 | ClusteringData Compression | —Unverified | 0 |
| VAE-based Feature Disentanglement for Data Augmentation and Compression in Generalized GNSS Interference Classification | Apr 14, 2025 | Data AugmentationData Compression | —Unverified | 0 |
| Variable-Bitrate Neural Compression via Bayesian Arithmetic Coding | Jan 1, 2020 | Data CompressionImage Compression | —Unverified | 0 |
| Variational Auto-Encoder Based Deep Learning Technique For Filling Gaps in Reacting PIV Data | Dec 11, 2023 | Data CompressionDensity Estimation | —Unverified | 0 |
| Lossless Data Compression with Transformer | Sep 25, 2019 | Data CompressionLanguage Modeling | —Unverified | 0 |
| Low-Rank and Sparse Enhanced Tucker Decomposition for Tensor Completion | Oct 1, 2020 | Data CompressionFace Recognition | —Unverified | 0 |
| Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces | May 18, 2023 | CPUData Compression | —Unverified | 0 |
| Mathematical model of parameters relevance in adaptive level-crossing sampling for electrocardiogram signals | Jan 18, 2025 | Bayesian OptimizationData Compression | —Unverified | 0 |
| Matrix sketching for supervised classification with imbalanced classes | Dec 2, 2019 | ClassificationData Compression | —Unverified | 0 |
| MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projection | Oct 16, 2024 | Data Compression | —Unverified | 0 |
| Maximum entropy models capture melodic styles | Oct 11, 2016 | Data CompressionMusic Generation | —Unverified | 0 |
| Maximum Likelihood Estimation in Data-Driven Modeling and Control | Nov 2, 2020 | Data CompressionLEMMA | —Unverified | 0 |
| Measuring Sample Importance in Data Pruning for Language Models based on Information Entropy | Jun 20, 2024 | Data CompressionInformativeness | —Unverified | 0 |
| Mechanics-Informed Autoencoder Enables Automated Detection and Localization of Unforeseen Structural Damage | Feb 23, 2024 | Data CompressionStructural Health Monitoring | —Unverified | 0 |
| Memory Efficient Corner Detection for Event-driven Dynamic Vision Sensors | Jan 18, 2024 | Data CompressionEdge-computing | —Unverified | 0 |
| MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring | Jan 11, 2024 | Data CompressionGPU | —Unverified | 0 |
| Millimeter-Scale Ultra-Low-Power Imaging System for Intelligent Edge Monitoring | Mar 9, 2022 | Data CompressionEvent Detection | —Unverified | 0 |
| Minimum Description Length Revisited | Aug 21, 2019 | Data CompressionModel Selection | —Unverified | 0 |
| Modality-Agnostic Variational Compression of Implicit Neural Representations | Jan 23, 2023 | Data Compression | —Unverified | 0 |
| MoEC: Mixture of Experts Implicit Neural Compression | Dec 3, 2023 | Data CompressionMixture-of-Experts | —Unverified | 0 |
| Multi-dimensional graph fractional Fourier transform and its application | Aug 28, 2021 | Data Compression | —Unverified | 0 |
| Multimodal deep learning approach for joint EEG-EMG data compression and classification | Mar 27, 2017 | Data CompressionDecoder | —Unverified | 0 |
| Multi-rate adaptive transform coding for video compression | Oct 25, 2022 | Data CompressionQuantization | —Unverified | 0 |
| Multi-Scale Node Embeddings for Graph Modeling and Generation | Dec 5, 2024 | Community DetectionData Compression | —Unverified | 0 |
| NDP: Next Distribution Prediction as a More Broad Target | Aug 30, 2024 | Data CompressionDomain Adaptation | —Unverified | 0 |
| Neural-based Video Compression on Solar Dynamics Observatory Images | Jul 12, 2024 | Data CompressionVideo Compression | —Unverified | 0 |
| Neural data compression for physics plasma simulation | Mar 4, 2021 | Data Compression | —Unverified | 0 |
| Non-intrusive reduced order modeling of poroelasticity of heterogeneous media based on a discontinuous Galerkin approximation | Jan 28, 2021 | Data Compression | —Unverified | 0 |
| Nonlinear Multiple Response Regression and Learning of Latent Spaces | Mar 27, 2025 | Data CompressionLEMMA | —Unverified | 0 |
| Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data | Jul 2, 2013 | Data CompressionTensor Decomposition | —Unverified | 0 |
| On compression rate of quantum autoencoders: Control design, numerical and experimental realization | May 22, 2020 | Data Compression | —Unverified | 0 |
| On Robust Wasserstein Barycenter: The Model and Algorithm | Dec 25, 2023 | Computational EfficiencyData Compression | —Unverified | 0 |
| On the approximation of rough functions with deep neural networks | Dec 13, 2019 | Data Compression | —Unverified | 0 |