| QuadConv: Quadrature-Based Convolutions with Applications to Non-Uniform PDE Data Compression | Nov 9, 2022 | Data Compression | CodeCode Available | 0 | 5 |
| Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning | May 28, 2023 | Data Compression | CodeCode Available | 0 | 5 |
| MultiTok: Variable-Length Tokenization for Efficient LLMs Adapted from LZW Compression | Oct 28, 2024 | Data Compression | CodeCode Available | 0 | 5 |
| Neural Joint Entropy Estimation | Dec 21, 2020 | Data CompressionMutual Information Estimation | 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 |
| AlphaZip: Neural Network-Enhanced Lossless Text Compression | Sep 23, 2024 | BenchmarkingData Compression | CodeCode Available | 0 | 5 |
| Mirage: Model-Agnostic Graph Distillation for Graph Classification | Oct 14, 2023 | BenchmarkingClassification | CodeCode Available | 0 | 5 |
| Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search | Nov 12, 2019 | Data CompressionQuantization | CodeCode Available | 0 | 5 |
| AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data | Jun 10, 2025 | Data Compression | CodeCode Available | 0 | 5 |
| Matrix Factorization on GPUs with Memory Optimization and Approximate Computing | Aug 11, 2018 | Collaborative FilteringCPU | CodeCode Available | 0 | 5 |
| Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation study | Aug 2, 2022 | Data Compression | CodeCode Available | 0 | 5 |
| Communication Cost Reduction for Subgraph Counting under Local Differential Privacy via Hash Functions | Dec 12, 2023 | Data CompressionSubgraph Counting | CodeCode Available | 0 | 5 |
| Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models | Jan 15, 2024 | Data Compressionimage-classification | CodeCode Available | 0 | 5 |
| Pareto-optimal data compression for binary classification tasks | Aug 23, 2019 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Scaling Training Data with Lossy Image Compression | Jul 25, 2024 | Data CompressionImage Compression | CodeCode Available | 0 | 5 |
| Large Language Model Evaluation via Matrix Nuclear-Norm | Oct 14, 2024 | Computational EfficiencyData 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 |
| In-context learning and Occam's razor | Oct 17, 2024 | Data CompressionIn-Context Learning | CodeCode Available | 0 | 5 |
| Hierarchical Distribution-Aware Testing of Deep Learning | May 17, 2022 | Adversarial RobustnessData Compression | CodeCode Available | 0 | 5 |
| HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection | Oct 5, 2022 | Data CompressionImage 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 |
| AIDetx: a compression-based method for identification of machine-learning generated text | Nov 29, 2024 | Data Compression | CodeCode Available | 0 | 5 |
| Communication-Efficient Federated Learning via Predictive Coding | Aug 2, 2021 | Data CompressionFederated Learning | 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 |
| Generalized Image Reconstruction over T-Algebra | Jan 17, 2021 | Data CompressionDimensionality Reduction | CodeCode Available | 0 | 5 |
