| Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion | Feb 21, 2022 | BinarizationModel Optimization | CodeCode Available | 7 |
| DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks | May 7, 2024 | BinarizationDeblurring | CodeCode Available | 4 |
| Mini-Splatting: Representing Scenes with a Constrained Number of Gaussians | Mar 21, 2024 | Binarization | CodeCode Available | 3 |
| BiLLM: Pushing the Limit of Post-Training Quantization for LLMs | Feb 6, 2024 | BinarizationGPU | CodeCode Available | 3 |
| BHViT: Binarized Hybrid Vision Transformer | Mar 4, 2025 | BinarizationQuantization | CodeCode Available | 2 |
| Predicting the Original Appearance of Damaged Historical Documents | Dec 16, 2024 | Binarization | CodeCode Available | 2 |
| AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios | Oct 18, 2024 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 |
| Binarized Diffusion Model for Image Super-Resolution | Jun 9, 2024 | AttributeBinarization | CodeCode Available | 2 |
| NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement | Apr 8, 2024 | BinarizationDocument Enhancement | CodeCode Available | 2 |
| Binarized Neural Machine Translation | Feb 9, 2023 | BinarizationMachine Translation | CodeCode Available | 2 |
| 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 |
| ARB-LLM: Alternating Refined Binarizations for Large Language Models | Oct 4, 2024 | BinarizationQuantization | CodeCode Available | 1 |
| Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models | Jun 18, 2024 | BinarizationQuantization | CodeCode Available | 1 |
| Sparse Binarization for Fast Keyword Spotting | Jun 9, 2024 | BinarizationKeyword Spotting | CodeCode Available | 1 |
| BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network | May 27, 2024 | Binarization | CodeCode Available | 1 |
| Binarizing Documents by Leveraging both Space and Frequency | Apr 26, 2024 | Binarization | CodeCode Available | 1 |
