| A Benchmark for Gaussian Splatting Compression and Quality Assessment Study | Jul 19, 2024 | AttributeData Compression | CodeCode Available | 1 | 5 |
| Tripod: Three Complementary Inductive Biases for Disentangled Representation Learning | Apr 16, 2024 | Data CompressionDecoder | CodeCode Available | 1 | 5 |
| Rate-Adaptive Quantization: A Multi-Rate Codebook Adaptation for Vector Quantization-based Generative Models | May 23, 2024 | Data CompressionImage Generation | CodeCode Available | 1 | 5 |
| Microshift: An Efficient Image Compression Algorithm for Hardware | Apr 20, 2021 | Data CompressionImage Compression | 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 |
| Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding | Feb 22, 2021 | Data Compression | 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 |
| Language Models Resist Alignment: Evidence From Data Compression | Jun 10, 2024 | Data Compression | CodeCode Available | 1 | 5 |
| LDMIC: Learning-based Distributed Multi-view Image Coding | Jan 24, 2023 | Data CompressionDecoder | CodeCode Available | 1 | 5 |
| Learned Compression for Images and Point Clouds | Sep 12, 2024 | Data CompressionStyle Transfer | CodeCode Available | 1 | 5 |
| A semi-agnostic ansatz with variable structure for quantum machine learning | Mar 11, 2021 | BIG-bench Machine LearningData Compression | CodeCode Available | 1 | 5 |
| Lite Audio-Visual Speech Enhancement | May 24, 2020 | Data CompressionDenoising | 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 |
| Evaluating Large Language Models for Generalization and Robustness via Data Compression | Feb 1, 2024 | ArticlesData Compression | CodeCode Available | 1 | 5 |
| COIN: COmpression with Implicit Neural representations | Mar 3, 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 |
| Memory Replay with Data Compression for Continual Learning | Feb 14, 2022 | Autonomous Drivingclass-incremental learning | CodeCode Available | 1 | 5 |
| Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding | Apr 4, 2022 | Data Compression | CodeCode Available | 1 | 5 |
| Communication-Efficient Federated Learning with Compensated Overlap-FedAvg | Dec 12, 2020 | Data CompressionFederated Learning | CodeCode Available | 1 | 5 |
| RSCNet: Dynamic CSI Compression for Cloud-based WiFi Sensing | Jan 19, 2024 | Data CompressionHuman Activity Recognition | CodeCode Available | 1 | 5 |
| TINC: Tree-structured Implicit Neural Compression | Nov 12, 2022 | Data Compression | CodeCode Available | 1 | 5 |
| A Statistical Extension of Byte-Pair Encoding | Aug 1, 2021 | Data CompressionMachine Translation | CodeCode Available | 0 | 5 |
| LFZip: Lossy compression of multivariate floating-point time series data via improved prediction | Nov 1, 2019 | Data CompressionQuantization | CodeCode Available | 0 | 5 |
| In-context learning and Occam's razor | Oct 17, 2024 | Data CompressionIn-Context Learning | CodeCode Available | 0 | 5 |
| Large Language Model Evaluation via Matrix Nuclear-Norm | Oct 14, 2024 | Computational EfficiencyData Compression | CodeCode Available | 0 | 5 |
