| A Generalization of Otsu’s Method and Minimum Error Thresholding | Aug 1, 2020 | Binarization | CodeCode Available | 1 |
| SiMaN: Sign-to-Magnitude Network Binarization | Feb 16, 2021 | Binarization | CodeCode Available | 1 |
| Sparse Binarization for Fast Keyword Spotting | Jun 9, 2024 | BinarizationKeyword Spotting | 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 |
| Training Binary Neural Networks through Learning with Noisy Supervision | Oct 10, 2020 | Binarization | CodeCode Available | 1 |
| Training Binary Neural Networks with Real-to-Binary Convolutions | Mar 25, 2020 | BinarizationClassification with Binary Neural Network | CodeCode Available | 1 |
| A Layer-Wise Tokens-to-Token Transformer Network for Improved Historical Document Image Enhancement | Dec 6, 2023 | BinarizationDecoder | CodeCode Available | 1 |
| Transparent Classification with Multilayer Logical Perceptrons and Random Binarization | Dec 10, 2019 | BinarizationClassification | CodeCode Available | 1 |
| Video Instance Matting | Nov 7, 2023 | BinarizationImage Matting | CodeCode Available | 1 |
| Basic Binary Convolution Unit for Binarized Image Restoration Network | Oct 2, 2022 | BinarizationImage Restoration | CodeCode Available | 1 |
| BiDet: An Efficient Binarized Object Detector | Mar 9, 2020 | BinarizationObject | CodeCode Available | 1 |
| A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT Sensors | May 2, 2021 | BinarizationSensitivity | CodeCode Available | 1 |
| Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks Training | Aug 13, 2023 | Binarization | CodeCode Available | 1 |
| DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement | Oct 17, 2020 | BinarizationDeblurring | 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 |
| Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization | Jul 22, 2022 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 1 |
| BiT: Robustly Binarized Multi-distilled Transformer | May 25, 2022 | Binarization | CodeCode Available | 1 |
| BiBERT: Accurate Fully Binarized BERT | Mar 12, 2022 | Binarization | CodeCode Available | 1 |
| Defending and Harnessing the Bit-Flip Based Adversarial Weight Attack | Jun 1, 2020 | Adversarial AttackBinarization | CodeCode Available | 1 |
| BiPointNet: Binary Neural Network for Point Clouds | Oct 12, 2020 | Binarization | 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 |
| EcoFormer: Energy-Saving Attention with Linear Complexity | Sep 19, 2022 | Binarization | 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 |
| 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 |
| FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations | Dec 22, 2020 | Binarizationimage-classification | CodeCode Available | 1 |
| HHF: Hashing-guided Hinge Function for Deep Hashing Retrieval | Dec 4, 2021 | BinarizationDeep Hashing | CodeCode Available | 1 |
| High-Capacity Expert Binary Networks | Oct 7, 2020 | BinarizationClassification with Binary Neural Network | 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 |
| Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO System | May 1, 2021 | BinarizationQuantization | CodeCode Available | 1 |
| LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network Inference | Oct 24, 2019 | BinarizationEfficient Neural Network | CodeCode Available | 1 |
| Communication-Efficient Federated Learning with Binary Neural Networks | Oct 5, 2021 | BinarizationFederated Learning | CodeCode Available | 1 |
| DocEnTr: An End-to-End Document Image Enhancement Transformer | Jan 25, 2022 | BinarizationDecoder | CodeCode Available | 1 |
| Exploring the Connection Between Binary and Spiking Neural Networks | Feb 24, 2020 | BinarizationQuantization | 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 |
| 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 |
| Binarized Spectral Compressive Imaging | May 17, 2023 | Binarization | CodeCode Available | 1 |
| Persis: A Persian Font Recognition Pipeline Using Convolutional Neural Networks | Oct 8, 2023 | BinarizationCPU | CodeCode Available | 1 |
| A comprehensive review of Binary Neural Network | Oct 11, 2021 | BinarizationQuantization | —Unverified | 0 |
| A Main/Subsidiary Network Framework for Simplifying Binary Neural Network | Dec 11, 2018 | Binarizationimage-classification | —Unverified | 0 |
| BinaryViT: Towards Efficient and Accurate Binary Vision Transformers | May 24, 2023 | BinarizationQuantization | —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 |
| BiNet: Degraded-Manuscript Binarization in Diverse Document Textures and Layouts using Deep Encoder-Decoder Networks | Nov 13, 2019 | BinarizationDecoder | —Unverified | 0 |
| Bangla Text Recognition from Video Sequence: A New Focus | Jan 6, 2014 | BinarizationOptical Character Recognition (OCR) | —Unverified | 0 |