| Microshift: An Efficient Image Compression Algorithm for Hardware | Apr 20, 2021 | Data CompressionImage 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 |
| Lossless SIMD Compression of LiDAR Range and Attribute Scan Sequences | Sep 16, 2022 | AttributeAutonomous Driving | CodeCode Available | 1 | 5 |
| Lite Audio-Visual Speech Enhancement | May 24, 2020 | Data CompressionDenoising | CodeCode Available | 1 | 5 |
| Lossless Compression with Probabilistic Circuits | Nov 23, 2021 | Data CompressionImage Generation | CodeCode Available | 1 | 5 |
| Memory Replay with Data Compression for Continual Learning | Feb 14, 2022 | Autonomous Drivingclass-incremental learning | CodeCode Available | 1 | 5 |
| MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models | May 26, 2025 | Data CompressionLong-Context Understanding | CodeCode Available | 1 | 5 |
| COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression | Nov 18, 2021 | Data Compression | CodeCode Available | 1 | 5 |
| SketchINR: A First Look into Sketches as Implicit Neural Representations | Mar 14, 2024 | Data CompressionDecoder | CodeCode Available | 1 | 5 |
