| COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression | Nov 18, 2021 | Data Compression | CodeCode Available | 1 |
| SSMF: Shifting Seasonal Matrix Factorization | Oct 25, 2021 | Data Compression | CodeCode Available | 1 |
| Transformer-based Transform Coding | Sep 29, 2021 | Computational EfficiencyData Compression | CodeCode Available | 1 |
| Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach | Sep 26, 2021 | Collaborative FilteringData Compression | CodeCode Available | 1 |
| Supervised Compression for Resource-Constrained Edge Computing Systems | Aug 21, 2021 | Data CompressionEdge-computing | CodeCode Available | 1 |
| ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction | May 21, 2021 | AllData Compression | CodeCode Available | 1 |
| Boosting Co-teaching with Compression Regularization for Label Noise | Apr 28, 2021 | Data Compressionimage-classification | CodeCode Available | 1 |
| Efficient Sparse Coding using Hierarchical Riemannian Pursuit | Apr 21, 2021 | Data Compression | CodeCode Available | 1 |
| Microshift: An Efficient Image Compression Algorithm for Hardware | Apr 20, 2021 | Data CompressionImage Compression | CodeCode Available | 1 |
| A semi-agnostic ansatz with variable structure for quantum machine learning | Mar 11, 2021 | BIG-bench Machine LearningData Compression | CodeCode Available | 1 |
| Graph Autoencoder for Graph Compression and Representation Learning | Mar 4, 2021 | Data CompressionGraph Classification | CodeCode Available | 1 |
| COIN: COmpression with Implicit Neural representations | Mar 3, 2021 | Data CompressionImage Compression | CodeCode Available | 1 |
| Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding | Feb 22, 2021 | Data Compression | CodeCode Available | 1 |
| You Only Compress Once: Optimal Data Compression for Estimating Linear Models | Feb 22, 2021 | Computational EfficiencyData Compression | CodeCode Available | 1 |
| An Information-Theoretic Justification for Model Pruning | Feb 16, 2021 | Data Compressionmodel | CodeCode Available | 1 |
| CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI Feedback | Feb 15, 2021 | Compressive SensingData Compression | CodeCode Available | 1 |
| Communication-Efficient Federated Learning with Compensated Overlap-FedAvg | Dec 12, 2020 | Data CompressionFederated Learning | CodeCode Available | 1 |
| Self-Supervised Variational Auto-Encoders | Oct 5, 2020 | Data CompressionDensity Estimation | CodeCode Available | 1 |
| Lite Audio-Visual Speech Enhancement | May 24, 2020 | Data CompressionDenoising | CodeCode Available | 1 |
| Neural network compression via learnable wavelet transforms | Apr 20, 2020 | Data CompressionNeural Network Compression | CodeCode Available | 1 |
| Detecting Deepfakes with Metric Learning | Mar 19, 2020 | Data CompressionFace Swapping | CodeCode Available | 1 |
| Uncover Treasures in DCT: Advancing JPEG Quality Enhancement by Exploiting Latent Correlations | Jun 26, 2025 | Data Compression | —Unverified | 0 |
| GratNet: A Photorealistic Neural Shader for Diffractive Surfaces | Jun 18, 2025 | Data CompressionSSIM | —Unverified | 0 |
| AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data | Jun 10, 2025 | Data Compression | CodeCode Available | 0 |
| Kernel k-Medoids as General Vector Quantization | Jun 5, 2025 | Data CompressionDensity Estimation | —Unverified | 0 |
