| Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods | Dec 27, 2022 | Data Compression | —Unverified | 0 |
| Scalable Hybrid Learning Techniques for Scientific Data Compression | Dec 21, 2022 | Data CompressionGPU | CodeCode Available | 1 |
| GeneFormer: Learned Gene Compression using Transformer-based Context Modeling | Dec 16, 2022 | Data Compression | —Unverified | 0 |
| Towards Efficient and Accurate Approximation: Tensor Decomposition Based on Randomized Block Krylov Iteration | Nov 27, 2022 | Data CompressionDenoising | —Unverified | 0 |
| CNeRV: Content-adaptive Neural Representation for Visual Data | Nov 18, 2022 | Data CompressionDecoder | —Unverified | 0 |
| Dynamic Predictive Sampling Analog to Digital Converter for Sparse Signal Sensing | Nov 17, 2022 | Data CompressionQuantization | —Unverified | 0 |
| Fully Digital Second-order Level-crossing Sampling ADC for Data Saving in Sensing Sparse Signals | Nov 17, 2022 | Data CompressionQuantization | —Unverified | 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 |
| TINC: Tree-structured Implicit Neural Compression | Nov 12, 2022 | Data Compression | CodeCode Available | 1 |
| Goal-Oriented Communications for the IoT and Application to Data Compression | Nov 10, 2022 | Data Compression | —Unverified | 0 |
