| SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data | Sep 30, 2022 | Data Compression | CodeCode Available | 1 |
| Self-Supervised Variational Auto-Encoders | Oct 5, 2020 | Data CompressionDensity Estimation | CodeCode Available | 1 |
| Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach | Sep 26, 2021 | Collaborative FilteringData Compression | CodeCode Available | 1 |
| SSMF: Shifting Seasonal Matrix Factorization | Oct 25, 2021 | Data Compression | CodeCode Available | 1 |
| Nonlinear optical encoding enabled by recurrent linear scattering | Jul 17, 2023 | Data CompressionDecoder | CodeCode Available | 1 |
| Neural network compression via learnable wavelet transforms | Apr 20, 2020 | Data CompressionNeural Network Compression | CodeCode Available | 1 |
| Transformer-based Transform Coding | Sep 29, 2021 | Computational EfficiencyData Compression | CodeCode Available | 1 |
| Tripod: Three Complementary Inductive Biases for Disentangled Representation Learning | Apr 16, 2024 | Data CompressionDecoder | CodeCode Available | 1 |
| DCT-Former: Efficient Self-Attention with Discrete Cosine Transform | Mar 2, 2022 | Data Compression | CodeCode Available | 1 |
| Detecting Deepfakes with Metric Learning | Mar 19, 2020 | Data CompressionFace Swapping | 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 |
| Communication-Efficient Federated Learning with Compensated Overlap-FedAvg | Dec 12, 2020 | Data CompressionFederated Learning | 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 |
| COIN: COmpression with Implicit Neural representations | Mar 3, 2021 | Data CompressionImage Compression | 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 |
| COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression | Nov 18, 2021 | Data Compression | CodeCode Available | 1 |
| DC-BENCH: Dataset Condensation Benchmark | Jul 20, 2022 | AutoMLData Augmentation | CodeCode Available | 1 |
| CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI Feedback | Feb 15, 2021 | Compressive SensingData Compression | CodeCode Available | 1 |
| Language Models Resist Alignment: Evidence From Data Compression | Jun 10, 2024 | Data Compression | CodeCode Available | 1 |
| ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction | May 21, 2021 | AllData Compression | CodeCode Available | 1 |
| A Benchmark for Gaussian Splatting Compression and Quality Assessment Study | Jul 19, 2024 | AttributeData Compression | CodeCode Available | 1 |
| Analog vs. Digital Spatial Transforms: A Throughput, Power, and Area Comparison | Sep 15, 2020 | Data Compression | —Unverified | 0 |
| Adaptive Sample-space & Adaptive Probability coding: a neural-network based approach for compression | May 1, 2019 | Data CompressionEfficient Neural Network | —Unverified | 0 |
| Artificial Intelligence in the Creative Industries: A Review | Jul 24, 2020 | BIG-bench Machine LearningData Compression | —Unverified | 0 |
| Artificial Intelligence in Creative Industries: Advances Prior to 2025 | Jan 6, 2025 | Data Compressionmultimodal generation | —Unverified | 0 |
