| CoopNet: Cooperative Convolutional Neural Network for Low-Power MCUs | Nov 19, 2019 | BinarizationQuantization | CodeCode Available | 0 | 5 |
| LAB: Learnable Activation Binarizer for Binary Neural Networks | Oct 25, 2022 | Binarization | CodeCode Available | 0 | 5 |
| Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction | Dec 27, 2018 | BinarizationImage Inpainting | CodeCode Available | 0 | 5 |
| Memory-efficient and fast implementation of local adaptive binarization methods | May 30, 2019 | Binarization | CodeCode Available | 0 | 5 |
| Learning Convolutional Networks for Content-weighted Image Compression | Mar 30, 2017 | BinarizationDecoder | CodeCode Available | 0 | 5 |
| LUM-ViT: Learnable Under-sampling Mask Vision Transformer for Bandwidth Limited Optical Signal Acquisition | Mar 3, 2024 | Binarization | CodeCode Available | 0 | 5 |
| Improving Document Binarization via Adversarial Noise-Texture Augmentation | Oct 25, 2018 | Adversarial RobustnessBinarization | CodeCode Available | 0 | 5 |
| BiDense: Binarization for Dense Prediction | Nov 15, 2024 | BinarizationPrediction | CodeCode Available | 0 | 5 |
| IR2Net: Information Restriction and Information Recovery for Accurate Binary Neural Networks | Oct 6, 2022 | BinarizationQuantization | CodeCode Available | 0 | 5 |
| Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory | Apr 11, 2018 | BinarizationModel Compression | CodeCode Available | 0 | 5 |
| Forward and Backward Information Retention for Accurate Binary Neural Networks | Sep 24, 2019 | BinarizationNeural Network Compression | CodeCode Available | 0 | 5 |
| HashNet: Deep Learning to Hash by Continuation | Feb 2, 2017 | BinarizationDeep Learning | CodeCode Available | 0 | 5 |
| DiffPAD: Denoising Diffusion-based Adversarial Patch Decontamination | Oct 31, 2024 | Adversarial RobustnessBinarization | CodeCode Available | 0 | 5 |
| Discrete Factorization Machines for Fast Feature-based Recommendation | May 6, 2018 | BinarizationQuantization | CodeCode Available | 0 | 5 |
| Recommendation from Raw Data with Adaptive Compound Poisson Factorization | May 20, 2019 | BinarizationRecommendation Systems | CodeCode Available | 0 | 5 |
| Ordinal Non-negative Matrix Factorization for Recommendation | Jun 1, 2020 | BinarizationRecommendation Systems | CodeCode Available | 0 | 5 |
| HadamRNN: Binary and Sparse Ternary Orthogonal RNNs | Jan 28, 2025 | Binarization | CodeCode Available | 0 | 5 |
| Iterative Training: Finding Binary Weight Deep Neural Networks with Layer Binarization | Nov 13, 2021 | BinarizationQuantization | CodeCode Available | 0 | 5 |
| Class Binarization to NeuroEvolution for Multiclass Classification | Aug 26, 2023 | BinarizationBinary Classification | CodeCode Available | 0 | 5 |
| GAAF: Searching Activation Functions for Binary Neural Networks through Genetic Algorithm | Jun 5, 2022 | Binarization | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Feature Mixing for Writer Retrieval and Identification on Papyri Fragments | Jun 22, 2023 | BinarizationRetrieval | CodeCode Available | 0 | 5 |
| Brno Mobile OCR Dataset | Jul 2, 2019 | BinarizationDenoising | CodeCode Available | 0 | 5 |
| BEBERT: Efficient and Robust Binary Ensemble BERT | Oct 28, 2022 | BinarizationComputational Efficiency | CodeCode Available | 0 | 5 |
| Expanding-and-Shrinking Binary Neural Networks | Mar 31, 2025 | Binarizationimage-classification | CodeCode Available | 0 | 5 |
| A Computing Kernel for Network Binarization on PyTorch | Nov 11, 2019 | BinarizationCPU | CodeCode Available | 0 | 5 |
| Exact Backpropagation in Binary Weighted Networks with Group Weight Transformations | Jul 3, 2021 | BinarizationClassification with Binary Weight Network | CodeCode Available | 0 | 5 |
| GSB: Group Superposition Binarization for Vision Transformer with Limited Training Samples | May 13, 2023 | BinarizationKnowledge Distillation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Bi-ViT: Pushing the Limit of Vision Transformer Quantization | May 21, 2023 | BinarizationQuantization | —Unverified | 0 | 0 |
| BiViT: Extremely Compressed Binary Vision Transformers | Jan 1, 2023 | Binarizationobject-detection | —Unverified | 0 | 0 |
| BiViT: Extremely Compressed Binary Vision Transformer | Nov 14, 2022 | Binarizationobject-detection | —Unverified | 0 | 0 |
| A Main/Subsidiary Network Framework for Simplifying Binary Neural Network | Dec 11, 2018 | Binarizationimage-classification | —Unverified | 0 | 0 |
| Bit-Mixer: Mixed-precision networks with runtime bit-width selection | Mar 31, 2021 | AutoMLBinarization | —Unverified | 0 | 0 |
| BiTAT: Neural Network Binarization with Task-dependent Aggregated Transformation | Jul 4, 2022 | BinarizationQuantization | —Unverified | 0 | 0 |
| BiPointNet: Binary Neural Network for Point Clouds | Oct 12, 2020 | Binarization | —Unverified | 0 | 0 |
| Barcodes for Medical Image Retrieval Using Autoencoded Radon Transform | Sep 16, 2016 | BinarizationImage Retrieval | —Unverified | 0 | 0 |
| A Low Computational Approach for Price Tag Recognition | Dec 4, 2019 | BinarizationTAG | —Unverified | 0 | 0 |
| A comprehensive review of Binary Neural Network | Oct 11, 2021 | BinarizationQuantization | —Unverified | 0 | 0 |
| Bioacoustical Periodic Pulse Train Signal Detection and Classification using Spectrogram Intensity Binarization and Energy Projection | May 14, 2013 | BinarizationEdge Detection | —Unverified | 0 | 0 |
| BiNet: Degraded-Manuscript Binarization in Diverse Document Textures and Layouts using Deep Encoder-Decoder Networks | Nov 13, 2019 | BinarizationDecoder | —Unverified | 0 | 0 |
| Bangla Text Recognition from Video Sequence: A New Focus | Jan 6, 2014 | BinarizationOptical Character Recognition (OCR) | —Unverified | 0 | 0 |
| BinaryViT: Towards Efficient and Accurate Binary Vision Transformers | May 24, 2023 | BinarizationQuantization | —Unverified | 0 | 0 |
| AutoPruner: An End-to-End Trainable Filter Pruning Method for Efficient Deep Model Inference | May 23, 2018 | Binarizationchannel selection | —Unverified | 0 | 0 |
| Binary stochasticity enabled highly efficient neuromorphic deep learning achieves better-than-software accuracy | Apr 25, 2023 | BinarizationDeep Learning | —Unverified | 0 | 0 |
| Binary Speaker Embedding | Oct 20, 2015 | BinarizationSpeaker Verification | —Unverified | 0 | 0 |
| Autonomous crater detection on asteroids using a fully-convolutional neural network | Apr 1, 2022 | BinarizationImage Segmentation | —Unverified | 0 | 0 |
| Seeking Interpretability and Explainability in Binary Activated Neural Networks | Sep 7, 2022 | Binarization | —Unverified | 0 | 0 |
| A comparative approach on detecting multi-lingual and multi-oriented text in natural scene images | Nov 17, 2020 | BinarizationSegmentation | —Unverified | 0 | 0 |
| 3D Cell Nuclei Segmentation with Balanced Graph Partitioning | Feb 17, 2017 | Binarizationgraph partitioning | —Unverified | 0 | 0 |