| COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression | Nov 18, 2021 | Data Compression | 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 |
| COIN: COmpression with Implicit Neural representations | Mar 3, 2021 | Data CompressionImage Compression | CodeCode Available | 1 |
| Communication-Efficient Federated Learning with Compensated Overlap-FedAvg | Dec 12, 2020 | Data CompressionFederated Learning | CodeCode Available | 1 |
| BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing | Jan 7, 2022 | Data CompressionGPU | CodeCode Available | 1 |
| Boosting Co-teaching with Compression Regularization for Label Noise | Apr 28, 2021 | Data Compressionimage-classification | CodeCode Available | 1 |
| Nonlinear optical encoding enabled by recurrent linear scattering | Jul 17, 2023 | Data CompressionDecoder | CodeCode Available | 1 |
| FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge Computing | Feb 21, 2023 | Data CompressionEdge-computing | CodeCode Available | 1 |
| DC-BENCH: Dataset Condensation Benchmark | Jul 20, 2022 | AutoMLData Augmentation | CodeCode Available | 1 |
| Memory Replay with Data Compression for Continual Learning | Feb 14, 2022 | Autonomous Drivingclass-incremental learning | CodeCode Available | 1 |
