| 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| Predicting the Original Appearance of Damaged Historical Documents | Dec 16, 2024 | Binarization | CodeCode Available | 2 |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 |
| BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models | Apr 8, 2024 | BinarizationQuantization | CodeCode Available | 1 |
| BiPer: Binary Neural Networks using a Periodic Function | Apr 1, 2024 | BinarizationClassification with Binary Neural Network | CodeCode Available | 1 |
| Neuromorphic Synergy for Video Binarization | Feb 20, 2024 | BinarizationCamera Calibration | CodeCode Available | 1 |
| A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches | Jan 22, 2024 | BinarizationDeep Learning | CodeCode Available | 1 |
| BiPFT: Binary Pre-trained Foundation Transformer with Low-rank Estimation of Binarization Residual Polynomials | Dec 14, 2023 | BinarizationNatural Language Understanding | CodeCode Available | 1 |
| A Layer-Wise Tokens-to-Token Transformer Network for Improved Historical Document Image Enhancement | Dec 6, 2023 | BinarizationDecoder | CodeCode Available | 1 |
| BinaryHPE: 3D Human Pose and Shape Estimation via Binarization | Nov 24, 2023 | 3D human pose and shape estimationBinarization | CodeCode Available | 1 |
| Video Instance Matting | Nov 7, 2023 | BinarizationImage Matting | CodeCode Available | 1 |
| Persis: A Persian Font Recognition Pipeline Using Convolutional Neural Networks | Oct 8, 2023 | BinarizationCPU | CodeCode Available | 1 |
| PB-LLM: Partially Binarized Large Language Models | Sep 29, 2023 | BinarizationQuantization | CodeCode Available | 1 |
| Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks Training | Aug 13, 2023 | Binarization | CodeCode Available | 1 |
| BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models | Jun 29, 2023 | BinarizationImage Classification | CodeCode Available | 1 |
| CCDWT-GAN: Generative Adversarial Networks Based on Color Channel Using Discrete Wavelet Transform for Document Image Binarization | May 27, 2023 | BinarizationImage Enhancement | CodeCode Available | 1 |
| Binarized Spectral Compressive Imaging | May 17, 2023 | Binarization | CodeCode Available | 1 |
| B nets: learning discrete functions by gradient descent | May 12, 2023 | Binarization | CodeCode Available | 1 |
| Arrhythmia Classifier Based on Ultra-Lightweight Binary Neural Network | Apr 4, 2023 | BinarizationClassification | CodeCode Available | 1 |
| Knowledge Distillation for Feature Extraction in Underwater VSLAM | Mar 31, 2023 | BinarizationKnowledge Distillation | CodeCode Available | 1 |
| Binary Embedding-based Retrieval at Tencent | Feb 17, 2023 | BinarizationRetrieval | CodeCode Available | 1 |
| Effective Document Image Enhancement Using tokens-to-token Transformer Network | Feb 10, 2023 | BinarizationImage Enhancement | CodeCode Available | 1 |
| GDB: Gated convolutions-based Document Binarization | Feb 4, 2023 | BinarizationImage Enhancement | CodeCode Available | 1 |
| BiBench: Benchmarking and Analyzing Network Binarization | Jan 26, 2023 | BenchmarkingBinarization | CodeCode Available | 1 |
| Three-stage binarization of color document images based on discrete wavelet transform and generative adversarial networks | Nov 29, 2022 | AvgBinarization | CodeCode Available | 1 |
| BiFSMNv2: Pushing Binary Neural Networks for Keyword Spotting to Real-Network Performance | Nov 13, 2022 | BinarizationKeyword Spotting | CodeCode Available | 1 |
| Binary Graph Convolutional Network with Capacity Exploration | Oct 24, 2022 | BinarizationNode Classification | CodeCode Available | 1 |
| Basic Binary Convolution Unit for Binarized Image Restoration Network | Oct 2, 2022 | BinarizationImage Restoration | CodeCode Available | 1 |