| Lossless SIMD Compression of LiDAR Range and Attribute Scan Sequences | Sep 16, 2022 | AttributeAutonomous Driving | CodeCode Available | 1 |
| Convolutional Neural Network (CNN) to reduce construction loss in JPEG compression caused by Discrete Fourier Transform (DFT) | Aug 26, 2022 | Data CompressionImage Compression | CodeCode Available | 1 |
| DC-BENCH: Dataset Condensation Benchmark | Jul 20, 2022 | AutoMLData Augmentation | CodeCode Available | 1 |
| Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding | Apr 4, 2022 | Data Compression | CodeCode Available | 1 |
| DCT-Former: Efficient Self-Attention with Discrete Cosine Transform | Mar 2, 2022 | Data Compression | CodeCode Available | 1 |
| Memory Replay with Data Compression for Continual Learning | Feb 14, 2022 | Autonomous Drivingclass-incremental 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 |
| Understanding Entropy Coding With Asymmetric Numeral Systems (ANS): a Statistician's Perspective | Jan 5, 2022 | BIG-bench Machine LearningData Compression | CodeCode Available | 1 |
| Towards Empirical Sandwich Bounds on the Rate-Distortion Function | Nov 23, 2021 | Data CompressionImage Compression | CodeCode Available | 1 |
| Lossless Compression with Probabilistic Circuits | Nov 23, 2021 | Data CompressionImage Generation | CodeCode Available | 1 |
