| Characterizing Generalized Rate-Distortion Performance of Video Coding: An Eigen Analysis Approach | Apr 13, 2020 | Data Compression | —Unverified | 0 |
| Feedback Recurrent Autoencoder for Video Compression | Apr 9, 2020 | Data CompressionMS-SSIM | —Unverified | 0 |
| Detecting Deepfakes with Metric Learning | Mar 19, 2020 | Data CompressionFace Swapping | CodeCode Available | 1 |
| Recovering compressed images for automatic crack segmentation using generative models | Mar 6, 2020 | Compressive SensingCrack Segmentation | —Unverified | 0 |
| Fine-grain atlases of functional modes for fMRI analysis | Mar 5, 2020 | Data Compression | —Unverified | 0 |
| Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks | Jan 24, 2020 | Data CompressionDeep Reinforcement Learning | —Unverified | 0 |
| Variable-Bitrate Neural Compression via Bayesian Arithmetic Coding | Jan 1, 2020 | Data CompressionImage Compression | —Unverified | 0 |
| On the approximation of rough functions with deep neural networks | Dec 13, 2019 | Data Compression | —Unverified | 0 |
| CORAD: Correlation-Aware Compression of Massive Time Series using Sparse Dictionary Coding | Dec 12, 2019 | Autonomous VehiclesData Compression | CodeCode Available | 0 |
| Matrix sketching for supervised classification with imbalanced classes | Dec 2, 2019 | ClassificationData Compression | —Unverified | 0 |
| Random Projections with Asymmetric Quantization | Dec 1, 2019 | Data CompressionQuantization | —Unverified | 0 |
| Flatsomatic: A Method for Compression of Somatic Mutation Profiles in Cancer | Nov 27, 2019 | ClusteringData Compression | —Unverified | 0 |
| Enumerative Data Compression with Non-Uniquely Decodable Codes | Nov 13, 2019 | Data Compression | —Unverified | 0 |
| Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search | Nov 12, 2019 | Data CompressionQuantization | CodeCode Available | 0 |
| Compressed Underwater Acoustic Communications for Dynamic Interaction with Underwater Vehicles | Nov 11, 2019 | 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 |
| Parametric context adaptive Laplace distribution for multimedia compression | Oct 14, 2019 | Data CompressionQuantization | —Unverified | 0 |
| Lossless Data Compression with Transformer | Sep 25, 2019 | Data CompressionLanguage Modeling | —Unverified | 0 |
| Pareto-optimal data compression for binary classification tasks | Aug 23, 2019 | Binary ClassificationClassification | CodeCode Available | 0 |
| QuicK-means: Acceleration of K-means by learning a fast transform | Aug 23, 2019 | ClusteringData Compression | —Unverified | 0 |
| An End-to-End Encrypted Neural Network for Gradient Updates Transmission in Federated Learning | Aug 22, 2019 | Data CompressionFederated Learning | —Unverified | 0 |
| Minimum Description Length Revisited | Aug 21, 2019 | Data CompressionModel Selection | —Unverified | 0 |
| An Interpretable Compression and Classification System: Theory and Applications | Jul 21, 2019 | ClassificationData Compression | —Unverified | 0 |
| The PRIMPing Routine -- Tiling through Proximal Alternating Linearized Minimization | Jun 17, 2019 | Data CompressionModel Selection | —Unverified | 0 |
| Integer Networks for Data Compression with Latent-Variable Models | May 1, 2019 | Data CompressionMath | —Unverified | 0 |
