| COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression | Nov 18, 2021 | Data Compression | CodeCode Available | 1 | 5 |
| Hopfield-Enhanced Deep Neural Networks for Artifact-Resilient Brain State Decoding | Nov 6, 2023 | BenchmarkingData Compression | CodeCode Available | 1 | 5 |
| FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge Computing | Feb 21, 2023 | Data CompressionEdge-computing | CodeCode Available | 1 | 5 |
| COIN: COmpression with Implicit Neural representations | Mar 3, 2021 | Data CompressionImage Compression | CodeCode Available | 1 | 5 |
| Graph Autoencoder for Graph Compression and Representation Learning | Mar 4, 2021 | Data CompressionGraph Classification | CodeCode Available | 1 | 5 |
| HybridGS: High-Efficiency Gaussian Splatting Data Compression using Dual-Channel Sparse Representation and Point Cloud Encoder | May 3, 2025 | 3DGSData Compression | CodeCode Available | 1 | 5 |
| Boosting Co-teaching with Compression Regularization for Label Noise | Apr 28, 2021 | Data Compressionimage-classification | CodeCode Available | 1 | 5 |
| BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing | Jan 7, 2022 | Data CompressionGPU | CodeCode Available | 1 | 5 |
| Entropy Law: The Story Behind Data Compression and LLM Performance | Jul 9, 2024 | Data Compression | CodeCode Available | 1 | 5 |
| A Benchmark for Gaussian Splatting Compression and Quality Assessment Study | Jul 19, 2024 | AttributeData Compression | CodeCode Available | 1 | 5 |
