| The PRIMPing Routine -- Tiling through Proximal Alternating Linearized Minimization | Jun 17, 2019 | Data CompressionModel Selection | —Unverified | 0 |
| Adaptive Sample-space & Adaptive Probability coding: a neural-network based approach for compression | May 1, 2019 | Data CompressionEfficient Neural Network | —Unverified | 0 |
| Integer Networks for Data Compression with Latent-Variable Models | May 1, 2019 | Data CompressionMath | —Unverified | 0 |
| Semisupervised Clustering by Queries and Locally Encodable Source Coding | Mar 31, 2019 | ClusteringData Compression | —Unverified | 0 |
| Physical-Layer Supervised Learning Assisted by an Entangled Sensor Network | Jan 28, 2019 | Data Compression | —Unverified | 0 |
| DeepZip: Lossless Data Compression using Recurrent Neural Networks | Nov 20, 2018 | Data Compression | CodeCode Available | 0 |
| Gaussian AutoEncoder | Nov 12, 2018 | Data CompressionQuantization | —Unverified | 0 |
| A Periodicity-based Parallel Time Series Prediction Algorithm in Cloud Computing Environments | Oct 17, 2018 | Cloud ComputingData Compression | —Unverified | 0 |
| Deep Surface Light Fields | Oct 15, 2018 | Data CompressionGPU | —Unverified | 0 |
| A Novel Chaotic Uniform Quantizer for Speech Coding | Oct 11, 2018 | Data CompressionQuantization | —Unverified | 0 |
| Rate Distortion For Model Compression: From Theory To Practice | Oct 9, 2018 | Data CompressionModel Compression | —Unverified | 0 |
| Semantic Topic Analysis of Traffic Camera Images | Sep 27, 2018 | Data CompressionObject Recognition | —Unverified | 0 |
| Person Identification using Seismic Signals generated from Footfalls | Sep 24, 2018 | Data CompressionPerson Identification | —Unverified | 0 |
| On the Information in Extreme Measurements for Parameter Estimation | Sep 23, 2018 | Data Compressionparameter estimation | —Unverified | 0 |
| Intermediate Deep Feature Compression: the Next Battlefield of Intelligent Sensing | Sep 17, 2018 | Data CompressionDeep Learning | —Unverified | 0 |
| An iterative method for classification of binary data | Sep 9, 2018 | ClassificationData Compression | —Unverified | 0 |
| Matrix Factorization on GPUs with Memory Optimization and Approximate Computing | Aug 11, 2018 | Collaborative FilteringCPU | CodeCode Available | 0 |
| SAIFE: Unsupervised Wireless Spectrum Anomaly Detection with Interpretable Features | Jul 22, 2018 | Anomaly DetectionData Compression | CodeCode Available | 0 |
| Fast Fourier-Based Generation of the Compression Matrix for Deterministic Compressed Sensing | Jul 1, 2018 | compressed sensingData Compression | —Unverified | 0 |
| Human Activity Prediction in Smart Home Environments with LSTM Neural Networks | Jun 28, 2018 | Activity PredictionActivity Recognition | —Unverified | 0 |
| SegMap: 3D Segment Mapping using Data-Driven Descriptors | Apr 25, 2018 | Data Compression | CodeCode Available | 0 |
| DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework | Mar 14, 2018 | Data CompressionGeneral Classification | —Unverified | 0 |
| 3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning | Feb 21, 2018 | BIG-bench Machine LearningData Compression | —Unverified | 0 |
| Semisupervised Clustering, AND-Queries and Locally Encodable Source Coding | Dec 1, 2017 | ClusteringData Compression | —Unverified | 0 |
| Simple strategies for recovering inner products from coarsely quantized random projections | Dec 1, 2017 | Data CompressionDimensionality Reduction | —Unverified | 0 |