| A Generalization of Otsu’s Method and Minimum Error Thresholding | Aug 1, 2020 | Binarization | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Efficient Neural Network Deployment for Microcontroller | Jul 2, 2020 | BinarizationEdge-computing | CodeCode Available | 1 | 5 |
| Communication-Efficient Federated Learning with Binary Neural Networks | Oct 5, 2021 | BinarizationFederated Learning | CodeCode Available | 1 | 5 |
| BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution | Feb 1, 2025 | BinarizationSuper-Resolution | CodeCode Available | 1 | 5 |
| Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization | Jul 22, 2022 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 1 | 5 |
| A Layer-Wise Tokens-to-Token Transformer Network for Improved Historical Document Image Enhancement | Dec 6, 2023 | BinarizationDecoder | CodeCode Available | 1 | 5 |
| PB-LLM: Partially Binarized Large Language Models | Sep 29, 2023 | BinarizationQuantization | CodeCode Available | 1 | 5 |
| Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO System | May 1, 2021 | BinarizationQuantization | CodeCode Available | 1 | 5 |
| Basic Binary Convolution Unit for Binarized Image Restoration Network | Oct 2, 2022 | BinarizationImage Restoration | CodeCode Available | 1 | 5 |
| DocEnTr: An End-to-End Document Image Enhancement Transformer | Jan 25, 2022 | BinarizationDecoder | CodeCode Available | 1 | 5 |
| BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network | May 27, 2024 | Binarization | CodeCode Available | 1 | 5 |
| Binarizing Documents by Leveraging both Space and Frequency | Apr 26, 2024 | Binarization | CodeCode Available | 1 | 5 |
| BiT: Robustly Binarized Multi-distilled Transformer | May 25, 2022 | Binarization | CodeCode Available | 1 | 5 |
| Bi-GCN: Binary Graph Convolutional Network | Oct 15, 2020 | BinarizationGraph Representation Learning | CodeCode Available | 1 | 5 |
| Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks Training | Aug 13, 2023 | Binarization | CodeCode Available | 1 | 5 |
| GDB: Gated convolutions-based Document Binarization | Feb 4, 2023 | BinarizationImage Enhancement | CodeCode Available | 1 | 5 |
| BiBench: Benchmarking and Analyzing Network Binarization | Jan 26, 2023 | BenchmarkingBinarization | CodeCode Available | 1 | 5 |
| BiBERT: Accurate Fully Binarized BERT | Mar 12, 2022 | Binarization | CodeCode Available | 1 | 5 |
| EcoFormer: Energy-Saving Attention with Linear Complexity | Sep 19, 2022 | Binarization | CodeCode Available | 1 | 5 |
| BiDet: An Efficient Binarized Object Detector | Mar 9, 2020 | BinarizationObject | CodeCode Available | 1 | 5 |
| BiDM: Pushing the Limit of Quantization for Diffusion Models | Dec 8, 2024 | BinarizationImage Generation | CodeCode Available | 1 | 5 |
| LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network Inference | Oct 24, 2019 | BinarizationEfficient Neural Network | CodeCode Available | 1 | 5 |
| BiFSMNv2: Pushing Binary Neural Networks for Keyword Spotting to Real-Network Performance | Nov 13, 2022 | BinarizationKeyword Spotting | CodeCode Available | 1 | 5 |
| ReCU: Reviving the Dead Weights in Binary Neural Networks | Mar 23, 2021 | BinarizationQuantization | CodeCode Available | 1 | 5 |
