| Binary Neural Networks: A Survey | Mar 31, 2020 | Binarizationimage-classification | CodeCode Available | 2 |
| Neural Network Compression Framework for fast model inference | Feb 20, 2020 | BinarizationCPU | CodeCode Available | 2 |
| Real-time Scene Text Detection with Differentiable Binarization | Nov 20, 2019 | BinarizationOptical Character Recognition (OCR) | CodeCode Available | 2 |
| RoBiS: Robust Binary Segmentation for High-Resolution Industrial Images | May 27, 2025 | Anomaly DetectionBinarization | CodeCode Available | 1 |
| Physics-guided and fabrication-aware inverse design of photonic devices using diffusion models | Apr 23, 2025 | BinarizationDenoising | CodeCode Available | 1 |
| PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models | Feb 18, 2025 | BinarizationQuantization | CodeCode Available | 1 |
| Progressive Binarization with Semi-Structured Pruning for LLMs | Feb 3, 2025 | Binarization | CodeCode Available | 1 |
| BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution | Feb 1, 2025 | BinarizationSuper-Resolution | CodeCode Available | 1 |
| Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-Bound | Jan 14, 2025 | Binarization | CodeCode Available | 1 |
| BiDM: Pushing the Limit of Quantization for Diffusion Models | Dec 8, 2024 | BinarizationImage Generation | CodeCode Available | 1 |
