| CompaCT: Fractal-Based Heuristic Pixel Segmentation for Lossless Compression of High-Color DICOM Medical Images | Aug 24, 2023 | Data CompressionImage Compression | CodeCode Available | 0 | 5 |
| QuadConv: Quadrature-Based Convolutions with Applications to Non-Uniform PDE Data Compression | Nov 9, 2022 | Data Compression | CodeCode Available | 0 | 5 |
| LFZip: Lossy compression of multivariate floating-point time series data via improved prediction | Nov 1, 2019 | Data CompressionQuantization | CodeCode Available | 0 | 5 |
| Large Language Model Evaluation via Matrix Nuclear-Norm | Oct 14, 2024 | Computational EfficiencyData Compression | CodeCode Available | 0 | 5 |
| A Physics-Informed Vector Quantized Autoencoder for Data Compression of Turbulent Flow | Jan 10, 2022 | Data CompressionQuantization | CodeCode Available | 0 | 5 |
| Remote Inference over Dynamic Links via Adaptive Rate Deep Task-Oriented Vector Quantization | Jan 5, 2025 | Data CompressionQuantization | CodeCode Available | 0 | 5 |
| Mirage: Model-Agnostic Graph Distillation for Graph Classification | Oct 14, 2023 | BenchmarkingClassification | CodeCode Available | 0 | 5 |
| In-context learning and Occam's razor | Oct 17, 2024 | Data CompressionIn-Context Learning | CodeCode Available | 0 | 5 |
| AIDetx: a compression-based method for identification of machine-learning generated text | Nov 29, 2024 | Data Compression | CodeCode Available | 0 | 5 |
| BVI-CR: A Multi-View Human Dataset for Volumetric Video Compression | Nov 17, 2024 | 3D ReconstructionData Compression | CodeCode Available | 0 | 5 |
| An extrapolated and provably convergent algorithm for nonlinear matrix decomposition with the ReLU function | Mar 31, 2025 | Data CompressionMath | CodeCode Available | 0 | 5 |
| MultiTok: Variable-Length Tokenization for Efficient LLMs Adapted from LZW Compression | Oct 28, 2024 | Data Compression | CodeCode Available | 0 | 5 |
| Flexible Variational Information Bottleneck: Achieving Diverse Compression with a Single Training | Feb 2, 2024 | Data Compression | CodeCode Available | 0 | 5 |
| Generalized Image Reconstruction over T-Algebra | Jan 17, 2021 | Data CompressionDimensionality Reduction | CodeCode Available | 0 | 5 |
| Blockchain-Enabled Variational Information Bottleneck for IoT Networks | Mar 10, 2024 | CPUData Compression | CodeCode Available | 0 | 5 |
| Fast Machine Learning Method with Vector Embedding on Orthonormal Basis and Spectral Transform | Oct 27, 2023 | Data Compression | CodeCode Available | 0 | 5 |
| Bayesian Renormalization | May 17, 2023 | Data Compression | CodeCode Available | 0 | 5 |
| Event-based Vision for Early Prediction of Manipulation Actions | Jul 26, 2023 | Action RecognitionData Compression | CodeCode Available | 0 | 5 |
| Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber Data | Oct 23, 2023 | Data Compression | CodeCode Available | 0 | 5 |
| HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection | Oct 5, 2022 | Data CompressionImage Compression | CodeCode Available | 0 | 5 |
| Efficient compression of neural networks and datasets | May 23, 2025 | Data Compression | CodeCode Available | 0 | 5 |
| Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling | Dec 2, 2024 | Data Compression | CodeCode Available | 0 | 5 |
| Edge Learning Based Collaborative Automatic Modulation Classification for Hierarchical Cognitive Radio Networks | Jul 30, 2024 | ClassificationData Compression | CodeCode Available | 0 | 5 |
| Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder | Nov 9, 2021 | Data CompressionDecoder | CodeCode Available | 0 | 5 |
| DeepZip: Lossless Data Compression using Recurrent Neural Networks | Nov 20, 2018 | Data Compression | CodeCode Available | 0 | 5 |
