| UDBNET: Unsupervised Document Binarization Network via Adversarial Game | Jul 14, 2020 | Binarization | CodeCode Available | 0 |
| HashNet: Deep Learning to Hash by Continuation | Feb 2, 2017 | BinarizationDeep Learning | CodeCode Available | 0 |
| FedBAT: Communication-Efficient Federated Learning via Learnable Binarization | Aug 6, 2024 | BinarizationFederated Learning | CodeCode Available | 0 |
| Addition is almost all you need: Compressing neural networks with double binary factorization | May 16, 2025 | AllBinarization | CodeCode Available | 0 |
| GSB: Group Superposition Binarization for Vision Transformer with Limited Training Samples | May 13, 2023 | BinarizationKnowledge Distillation | CodeCode Available | 0 |
| Walking Noise: On Layer-Specific Robustness of Neural Architectures against Noisy Computations and Associated Characteristic Learning Dynamics | Dec 20, 2022 | Binarization | CodeCode Available | 0 |
| Recommendation from Raw Data with Adaptive Compound Poisson Factorization | May 20, 2019 | BinarizationRecommendation Systems | CodeCode Available | 0 |
| GAAF: Searching Activation Functions for Binary Neural Networks through Genetic Algorithm | Jun 5, 2022 | Binarization | CodeCode Available | 0 |
| B-DCGAN:Evaluation of Binarized DCGAN for FPGA | Mar 29, 2018 | BinarizationEdge-computing | CodeCode Available | 0 |
| PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise Binarization | Nov 12, 2022 | BinarizationFew-Shot Semantic Segmentation | CodeCode Available | 0 |
| Drawing the Line: Deep Segmentation for Extracting Art from Ancient Etruscan Mirrors | Apr 24, 2024 | BinarizationSelf-Supervised Learning | CodeCode Available | 0 |
| Optimization of Decision Tree Evaluation Using SIMD Instructions | May 15, 2022 | BinarizationCPU | CodeCode Available | 0 |
| BATS: Binary ArchitecTure Search | Mar 3, 2020 | BinarizationClassification with Binary Neural Network | CodeCode Available | 0 |
| Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory | Apr 11, 2018 | BinarizationModel Compression | CodeCode Available | 0 |
| PLUM: Improving Inference Efficiency By Leveraging Repetition-Sparsity Trade-Off | Dec 4, 2023 | BinarizationComputational Efficiency | CodeCode Available | 0 |
| Ordinal Non-negative Matrix Factorization for Recommendation | Jun 1, 2020 | BinarizationRecommendation Systems | CodeCode Available | 0 |
| Improving Document Binarization via Adversarial Noise-Texture Augmentation | Oct 25, 2018 | Adversarial RobustnessBinarization | CodeCode Available | 0 |
| Balanced Binary Neural Networks with Gated Residual | Sep 26, 2019 | BinarizationGeneral Classification | CodeCode Available | 0 |
| Document Enhancement Using Visibility Detection | Jun 1, 2018 | BinarizationDocument Enhancement | CodeCode Available | 0 |
| Pathfinder for Low-altitude Aircraft with Binary Neural Network | Sep 13, 2024 | BinarizationPathfinder | CodeCode Available | 0 |
| BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons | Dec 29, 2022 | Binarization | CodeCode Available | 0 |
| DocBinFormer: A Two-Level Transformer Network for Effective Document Image Binarization | Dec 6, 2023 | BinarizationDecoder | CodeCode Available | 0 |
| IR2Net: Information Restriction and Information Recovery for Accurate Binary Neural Networks | Oct 6, 2022 | BinarizationQuantization | CodeCode Available | 0 |
| Forward and Backward Information Retention for Accurate Binary Neural Networks | Sep 24, 2019 | BinarizationNeural Network Compression | CodeCode Available | 0 |
| PDNet: Semantic Segmentation integrated with a Primal-Dual Network for Document binarization | Jan 26, 2018 | BinarizationSemantic Segmentation | CodeCode Available | 0 |
| Iterative Training: Finding Binary Weight Deep Neural Networks with Layer Binarization | Nov 13, 2021 | BinarizationQuantization | CodeCode Available | 0 |
| Skeletracks: automatic separation of overlapping fission tracks in apatite and muscovite using image processing | Jun 13, 2018 | Binarization | CodeCode Available | 0 |
| KartalOl: Transfer learning using deep neural network for iris segmentation and localization: New dataset for iris segmentation | Dec 9, 2021 | BinarizationDomain Adaptation | CodeCode Available | 0 |
| A selectional auto-encoder approach for document image binarization | Jun 30, 2017 | BinarizationInformation Retrieval | CodeCode Available | 0 |
| Feature Mixing for Writer Retrieval and Identification on Papyri Fragments | Jun 22, 2023 | BinarizationRetrieval | CodeCode Available | 0 |
| LAB: Learnable Activation Binarizer for Binary Neural Networks | Oct 25, 2022 | Binarization | CodeCode Available | 0 |
| DLBD: A Self-Supervised Direct-Learned Binary Descriptor | Jan 1, 2023 | BinarizationImage Retrieval | CodeCode Available | 0 |
| Pfungst and Clever Hans: Identifying the unintended cues in a widely used Alzheimer's disease MRI dataset using explainable deep learning | Jan 27, 2025 | BinarizationSkull Stripping | CodeCode Available | 0 |
| Distribution-Aware Binarization of Neural Networks for Sketch Recognition | Apr 9, 2018 | BinarizationSketch Recognition | CodeCode Available | 0 |
| Discrete Factorization Machines for Fast Feature-based Recommendation | May 6, 2018 | BinarizationQuantization | CodeCode Available | 0 |
| DiffPAD: Denoising Diffusion-based Adversarial Patch Decontamination | Oct 31, 2024 | Adversarial RobustnessBinarization | CodeCode Available | 0 |
| Learning Convolutional Networks for Content-weighted Image Compression | Mar 30, 2017 | BinarizationDecoder | CodeCode Available | 0 |
| Deep Hashing via Householder Quantization | Nov 7, 2023 | BinarizationDeep Hashing | CodeCode Available | 0 |
| Progressive Stochastic Binarization of Deep Networks | Apr 3, 2019 | BinarizationNetwork Pruning | CodeCode Available | 0 |
| Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism | Feb 20, 2025 | Binarization | CodeCode Available | 0 |
| Fan-Beam Binarization Difference Projection (FB-BDP): A Novel Local Object Descriptor for Fine-Grained Leaf Image Retrieval | Jan 1, 2023 | BinarizationImage Description | CodeCode Available | 0 |
| CoopNet: Cooperative Convolutional Neural Network for Low-Power MCUs | Nov 19, 2019 | BinarizationQuantization | CodeCode Available | 0 |
| PUERT: Probabilistic Under-sampling and Explicable Reconstruction Network for CS-MRI | Apr 24, 2022 | Binarizationcompressed sensing | CodeCode Available | 0 |
| BiDense: Binarization for Dense Prediction | Nov 15, 2024 | BinarizationPrediction | CodeCode Available | 0 |
| Sparse Autoencoder Features for Classifications and Transferability | Feb 17, 2025 | Binarizationfeature selection | CodeCode Available | 0 |
| BEBERT: Efficient and Robust Binary Ensemble BERT | Oct 28, 2022 | BinarizationComputational Efficiency | CodeCode Available | 0 |
| XnODR and XnIDR: Two Accurate and Fast Fully Connected Layers For Convolutional Neural Networks | Nov 21, 2021 | BinarizationImage Classification | CodeCode Available | 0 |
| Variational Augmentation for Enhancing Historical Document Image Binarization | Nov 12, 2022 | BinarizationSegmentation | CodeCode Available | 0 |
| READ-BAD: A New Dataset and Evaluation Scheme for Baseline Detection in Archival Documents | May 9, 2017 | BinarizationKeyword Spotting | CodeCode Available | 0 |
| Lipschitz Continuity Retained Binary Neural Network | Jul 13, 2022 | BinarizationQuantization | CodeCode Available | 0 |