| Universality of parametric Coupling Flows over parametric diffeomorphisms | Feb 7, 2022 | Bayesian OptimizationData Compression | —Unverified | 0 |
| Analysis and Optimization of the Latency Budget in Wireless Systems with Mobile Edge Computing | Jan 27, 2022 | Data CompressionEdge-computing | —Unverified | 0 |
| Probability Distribution on Rooted Trees | Jan 24, 2022 | Data Compression | —Unverified | 0 |
| APack: Off-Chip, Lossless Data Compression for Efficient Deep Learning Inference | Jan 21, 2022 | Data CompressionQuantization | —Unverified | 0 |
| A Physics-Informed Vector Quantized Autoencoder for Data Compression of Turbulent Flow | Jan 10, 2022 | Data CompressionQuantization | CodeCode Available | 0 |
| BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing | Jan 7, 2022 | Data CompressionGPU | CodeCode Available | 1 |
| Understanding Entropy Coding With Asymmetric Numeral Systems (ANS): a Statistician's Perspective | Jan 5, 2022 | BIG-bench Machine LearningData Compression | CodeCode Available | 1 |
| Learning Based Multi-Modality Image and Video Compression | Jan 1, 2022 | Data CompressionVideo Compression | —Unverified | 0 |
| Uniform-in-Phase-Space Data Selection with Iterative Normalizing Flows | Dec 28, 2021 | Data CompressionDimensionality Reduction | CodeCode Available | 0 |
| Strategies in JPEG compression using Convolutional Neural Network (CNN) | Dec 6, 2021 | Data CompressionImage Compression | —Unverified | 0 |
| A Novel Sequential Coreset Method for Gradient Descent Algorithms | Dec 5, 2021 | Data Compression | —Unverified | 0 |
| Towards Empirical Sandwich Bounds on the Rate-Distortion Function | Nov 23, 2021 | Data CompressionImage Compression | CodeCode Available | 1 |
| Lossless Compression with Probabilistic Circuits | Nov 23, 2021 | Data CompressionImage Generation | CodeCode Available | 1 |
| COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression | Nov 18, 2021 | Data Compression | CodeCode Available | 1 |
| A new technique for compression of data sets | Nov 12, 2021 | Data Compression | —Unverified | 0 |
| Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder | Nov 9, 2021 | Data CompressionDecoder | CodeCode Available | 0 |
| Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative Models | Nov 5, 2021 | Autonomous VehiclesData Compression | CodeCode Available | 0 |
| SSMF: Shifting Seasonal Matrix Factorization | Oct 25, 2021 | Data Compression | CodeCode Available | 1 |
| Graph Wedgelets: Adaptive Data Compression on Graphs based on Binary Wedge Partitioning Trees and Geometric Wavelets | Oct 17, 2021 | Data Compression | —Unverified | 0 |
| Operationalizing Convolutional Neural Network Architectures for Prohibited Object Detection in X-Ray Imagery | Oct 10, 2021 | Data AugmentationData Compression | —Unverified | 0 |
| Data Twinning | Oct 6, 2021 | Data Compression | —Unverified | 0 |
| Efficient GPU implementation of randomized SVD and its applications | Oct 5, 2021 | Data CompressionDeep Learning | —Unverified | 0 |
| Transformer-based Transform Coding | Sep 29, 2021 | Computational EfficiencyData Compression | CodeCode Available | 1 |
| Probability Distribution on Full Rooted Trees | Sep 27, 2021 | Data CompressionModel Selection | —Unverified | 0 |
| Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach | Sep 26, 2021 | Collaborative FilteringData Compression | CodeCode Available | 1 |
