| COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression | Nov 18, 2021 | Data Compression | CodeCode Available | 1 |
| SSMF: Shifting Seasonal Matrix Factorization | Oct 25, 2021 | Data Compression | CodeCode Available | 1 |
| Transformer-based Transform Coding | Sep 29, 2021 | Computational EfficiencyData Compression | CodeCode Available | 1 |
| Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach | Sep 26, 2021 | Collaborative FilteringData Compression | CodeCode Available | 1 |
| Supervised Compression for Resource-Constrained Edge Computing Systems | Aug 21, 2021 | Data CompressionEdge-computing | CodeCode Available | 1 |
| ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction | May 21, 2021 | AllData Compression | CodeCode Available | 1 |
| Boosting Co-teaching with Compression Regularization for Label Noise | Apr 28, 2021 | Data Compressionimage-classification | CodeCode Available | 1 |
| Efficient Sparse Coding using Hierarchical Riemannian Pursuit | Apr 21, 2021 | Data Compression | CodeCode Available | 1 |
| Microshift: An Efficient Image Compression Algorithm for Hardware | Apr 20, 2021 | Data CompressionImage Compression | CodeCode Available | 1 |
| A semi-agnostic ansatz with variable structure for quantum machine learning | Mar 11, 2021 | BIG-bench Machine LearningData Compression | CodeCode Available | 1 |
