| Semantic Topic Analysis of Traffic Camera Images | Sep 27, 2018 | Data CompressionObject Recognition | —Unverified | 0 |
| Semantic Variational Bayes Based on a Semantic Information Theory for Solving Latent Variables | Aug 12, 2024 | Data Compression | —Unverified | 0 |
| LFZip: Lossy compression of multivariate floating-point time series data via improved prediction | Nov 1, 2019 | Data CompressionQuantization | CodeCode Available | 0 |
| Efficient compression of neural networks and datasets | May 23, 2025 | Data Compression | CodeCode Available | 0 |
| Large Language Model Evaluation via Matrix Nuclear-Norm | Oct 14, 2024 | Computational EfficiencyData Compression | CodeCode Available | 0 |
| Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation study | Aug 2, 2022 | Data Compression | CodeCode Available | 0 |
| Scaling Training Data with Lossy Image Compression | Jul 25, 2024 | Data CompressionImage Compression | CodeCode Available | 0 |
| Communication-Efficient Federated Learning via Predictive Coding | Aug 2, 2021 | Data CompressionFederated Learning | CodeCode Available | 0 |
| Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models | Jan 15, 2024 | Data Compressionimage-classification | CodeCode Available | 0 |
| QuadConv: Quadrature-Based Convolutions with Applications to Non-Uniform PDE Data Compression | Nov 9, 2022 | Data Compression | CodeCode Available | 0 |
| Matrix Factorization on GPUs with Memory Optimization and Approximate Computing | Aug 11, 2018 | Collaborative FilteringCPU | CodeCode Available | 0 |
| Edge Learning Based Collaborative Automatic Modulation Classification for Hierarchical Cognitive Radio Networks | Jul 30, 2024 | ClassificationData Compression | CodeCode Available | 0 |
| SegMap: 3D Segment Mapping using Data-Driven Descriptors | Apr 25, 2018 | Data Compression | CodeCode Available | 0 |
| Squeeze flow of micro-droplets: convolutional neural network with trainable and tunable refinement | Nov 16, 2022 | Data CompressionImage-to-Image Translation | CodeCode Available | 0 |
| Convolve and Conquer: Data Comparison with Wiener Filters | Nov 11, 2023 | Data CompressionImputation | CodeCode Available | 0 |
| DeepZip: Lossless Data Compression using Recurrent Neural Networks | Nov 20, 2018 | Data Compression | CodeCode Available | 0 |
| Quantum Data Compression and Quantum Cross Entropy | Jun 25, 2021 | BIG-bench Machine LearningData Compression | CodeCode Available | 0 |
| Blockchain-Enabled Variational Information Bottleneck for IoT Networks | Mar 10, 2024 | CPUData Compression | CodeCode Available | 0 |
| In-context learning and Occam's razor | Oct 17, 2024 | Data CompressionIn-Context Learning | CodeCode Available | 0 |
| Stationary MMD Points for Cubature | May 27, 2025 | Data Compression | CodeCode Available | 0 |
| Hierarchical Distribution-Aware Testing of Deep Learning | May 17, 2022 | Adversarial RobustnessData Compression | CodeCode Available | 0 |
| Uniform-in-Phase-Space Data Selection with Iterative Normalizing Flows | Dec 28, 2021 | Data CompressionDimensionality Reduction | CodeCode Available | 0 |
| HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection | Oct 5, 2022 | Data CompressionImage Compression | CodeCode Available | 0 |
| Communication Cost Reduction for Subgraph Counting under Local Differential Privacy via Hash Functions | Dec 12, 2023 | Data CompressionSubgraph Counting | CodeCode Available | 0 |
| Mirage: Model-Agnostic Graph Distillation for Graph Classification | Oct 14, 2023 | BenchmarkingClassification | CodeCode Available | 0 |
