| A Generalization of Otsu’s Method and Minimum Error Thresholding | Aug 1, 2020 | Binarization | CodeCode Available | 1 |
| Sparse Binarization for Fast Keyword Spotting | Jun 9, 2024 | BinarizationKeyword Spotting | CodeCode Available | 1 |
| Tooth Instance Segmentation on Panoramic Dental Radiographs Using U-Nets and Morphological Processing | Mar 31, 2022 | BinarizationInstance Segmentation | CodeCode Available | 1 |
| TorMentor: Deterministic dynamic-path, data augmentations with fractals | Apr 7, 2022 | Activity Recognition In VideosBinarization | CodeCode Available | 1 |
| A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT Sensors | May 2, 2021 | BinarizationSensitivity | CodeCode Available | 1 |
| Training Multi-bit Quantized and Binarized Networks with A Learnable Symmetric Quantizer | Apr 1, 2021 | BinarizationQuantization | CodeCode Available | 1 |
| A Layer-Wise Tokens-to-Token Transformer Network for Improved Historical Document Image Enhancement | Dec 6, 2023 | BinarizationDecoder | CodeCode Available | 1 |
| Two-stage generative adversarial networks for document image binarization with color noise and background removal | Oct 20, 2020 | BinarizationDecoder | CodeCode Available | 1 |
| BiPer: Binary Neural Networks using a Periodic Function | Apr 1, 2024 | BinarizationClassification with Binary Neural Network | CodeCode Available | 1 |
| Basic Binary Convolution Unit for Binarized Image Restoration Network | Oct 2, 2022 | BinarizationImage Restoration | CodeCode Available | 1 |
| BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models | Apr 8, 2024 | BinarizationQuantization | CodeCode Available | 1 |
| ReCU: Reviving the Dead Weights in Binary Neural Networks | Mar 23, 2021 | BinarizationQuantization | CodeCode Available | 1 |
| EcoFormer: Energy-Saving Attention with Linear Complexity | Sep 19, 2022 | Binarization | CodeCode Available | 1 |
| Exploring the Connection Between Binary and Spiking Neural Networks | Feb 24, 2020 | BinarizationQuantization | CodeCode Available | 1 |
| BiBERT: Accurate Fully Binarized BERT | Mar 12, 2022 | Binarization | CodeCode Available | 1 |
| Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization | Jul 22, 2022 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 1 |
| BiBench: Benchmarking and Analyzing Network Binarization | Jan 26, 2023 | BenchmarkingBinarization | CodeCode Available | 1 |
| Binary Embedding-based Retrieval at Tencent | Feb 17, 2023 | BinarizationRetrieval | CodeCode Available | 1 |
| DocEnTr: An End-to-End Document Image Enhancement Transformer | Jan 25, 2022 | BinarizationDecoder | CodeCode Available | 1 |
| DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement | Oct 17, 2020 | BinarizationDeblurring | CodeCode Available | 1 |
| BiDet: An Efficient Binarized Object Detector | Mar 9, 2020 | BinarizationObject | CodeCode Available | 1 |
| BiDM: Pushing the Limit of Quantization for Diffusion Models | Dec 8, 2024 | BinarizationImage Generation | CodeCode Available | 1 |
| BiFSMN: Binary Neural Network for Keyword Spotting | Feb 14, 2022 | BinarizationKeyword Spotting | CodeCode Available | 1 |
| BiFSMNv2: Pushing Binary Neural Networks for Keyword Spotting to Real-Network Performance | Nov 13, 2022 | BinarizationKeyword Spotting | CodeCode Available | 1 |
| Bi-GCN: Binary Graph Convolutional Network | Oct 15, 2020 | BinarizationGraph Representation Learning | CodeCode Available | 1 |
| Effective Document Image Enhancement Using tokens-to-token Transformer Network | Feb 10, 2023 | BinarizationImage Enhancement | 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 |
| BiT: Robustly Binarized Multi-distilled Transformer | May 25, 2022 | Binarization | CodeCode Available | 1 |
| Communication-Efficient Federated Learning with Binary Neural Networks | Oct 5, 2021 | BinarizationFederated Learning | CodeCode Available | 1 |
| GDB: Gated convolutions-based Document Binarization | Feb 4, 2023 | BinarizationImage Enhancement | CodeCode Available | 1 |
| High-Capacity Expert Binary Networks | Oct 7, 2020 | BinarizationClassification with Binary Neural Network | CodeCode Available | 1 |
| Knowledge Distillation for Feature Extraction in Underwater VSLAM | Mar 31, 2023 | BinarizationKnowledge Distillation | CodeCode Available | 1 |
| BinaryHPE: 3D Human Pose and Shape Estimation via Binarization | Nov 24, 2023 | 3D human pose and shape estimationBinarization | CodeCode Available | 1 |
| Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO System | May 1, 2021 | BinarizationQuantization | CodeCode Available | 1 |
| Binary Graph Neural Networks | Dec 31, 2020 | BinarizationGraph Neural Network | CodeCode Available | 1 |
| BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network | May 27, 2024 | Binarization | CodeCode Available | 1 |
| BiPointNet: Binary Neural Network for Point Clouds | Oct 12, 2020 | Binarization | CodeCode Available | 1 |
| Defending and Harnessing the Bit-Flip Based Adversarial Weight Attack | Jun 1, 2020 | Adversarial AttackBinarization | CodeCode Available | 1 |
| Neuromorphic Synergy for Video Binarization | Feb 20, 2024 | BinarizationCamera Calibration | CodeCode Available | 1 |
| Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-Bound | Jan 14, 2025 | Binarization | CodeCode Available | 1 |
| FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations | Dec 22, 2020 | Binarizationimage-classification | CodeCode Available | 1 |
| Binarized Spectral Compressive Imaging | May 17, 2023 | Binarization | CodeCode Available | 1 |
| Physics-guided and fabrication-aware inverse design of photonic devices using diffusion models | Apr 23, 2025 | BinarizationDenoising | CodeCode Available | 1 |
| 3D Cell Nuclei Segmentation with Balanced Graph Partitioning | Feb 17, 2017 | Binarizationgraph partitioning | —Unverified | 0 |
| A Main/Subsidiary Network Framework for Simplifying Binary Neural Network | Dec 11, 2018 | Binarizationimage-classification | —Unverified | 0 |
| Bioacoustical Periodic Pulse Train Signal Detection and Classification using Spectrogram Intensity Binarization and Energy Projection | May 14, 2013 | BinarizationEdge Detection | —Unverified | 0 |
| Barcodes for Medical Image Retrieval Using Autoencoded Radon Transform | Sep 16, 2016 | BinarizationImage Retrieval | —Unverified | 0 |
| A Low Computational Approach for Price Tag Recognition | Dec 4, 2019 | BinarizationTAG | —Unverified | 0 |
| Bangla Text Recognition from Video Sequence: A New Focus | Jan 6, 2014 | BinarizationOptical Character Recognition (OCR) | —Unverified | 0 |
| A comparative approach on detecting multi-lingual and multi-oriented text in natural scene images | Nov 17, 2020 | BinarizationSegmentation | —Unverified | 0 |