| Towards the first adversarially robust neural network model on MNIST | May 23, 2018 | Adversarial RobustnessBinarization | CodeCode Available | 0 |
| Class Binarization to NeuroEvolution for Multiclass Classification | Aug 26, 2023 | BinarizationBinary Classification | CodeCode Available | 0 |
| Loss-aware Binarization of Deep Networks | Nov 5, 2016 | Binarization | CodeCode Available | 0 |
| Loss-aware Weight Quantization of Deep Networks | Feb 23, 2018 | BinarizationQuantization | CodeCode Available | 0 |
| LUM-ViT: Learnable Under-sampling Mask Vision Transformer for Bandwidth Limited Optical Signal Acquisition | Mar 3, 2024 | Binarization | CodeCode Available | 0 |
| Expanding-and-Shrinking Binary Neural Networks | Mar 31, 2025 | Binarizationimage-classification | CodeCode Available | 0 |
| Classification is a Strong Baseline for Deep Metric Learning | Nov 30, 2018 | BinarizationClassification | CodeCode Available | 0 |
| Brno Mobile OCR Dataset | Jul 2, 2019 | BinarizationDenoising | CodeCode Available | 0 |
| ReBNet: Residual Binarized Neural Network | Nov 3, 2017 | BinarizationGeneral Classification | CodeCode Available | 0 |
| Memory-efficient and fast implementation of local adaptive binarization methods | May 30, 2019 | Binarization | CodeCode Available | 0 |
| Binary Independent Component Analysis: A Non-stationarity-based Approach | Nov 30, 2021 | Binarization | CodeCode Available | 0 |
| MIDI-Sandwich2: RNN-based Hierarchical Multi-modal Fusion Generation VAE networks for multi-track symbolic music generation | Sep 8, 2019 | BinarizationMusic Generation | CodeCode Available | 0 |
| Recurrent Neural Networks With Limited Numerical Precision | Aug 24, 2016 | Binarization | CodeCode Available | 0 |
| Exact Backpropagation in Binary Weighted Networks with Group Weight Transformations | Jul 3, 2021 | BinarizationClassification with Binary Weight Network | CodeCode Available | 0 |
| A Sample Efficient Conditional Independence Test in the Presence of Discretization | Jun 10, 2025 | Binarization | CodeCode Available | 0 |
| MIXER: Multiattribute, Multiway Fusion of Uncertain Pairwise Affinities | Oct 15, 2022 | Binarization | CodeCode Available | 0 |
| Equal Bits: Enforcing Equally Distributed Binary Network Weights | Dec 2, 2021 | BinarizationQuantization | CodeCode Available | 0 |
| RepBNN: towards a precise Binary Neural Network with Enhanced Feature Map via Repeating | Jul 19, 2022 | BinarizationQuantization | CodeCode Available | 0 |
| A foundation for exact binarized morphological neural networks | Jan 8, 2024 | BinarizationGPU | CodeCode Available | 0 |
| Sugeno integral generalization applied to improve adaptive image binarization | Oct 20, 2020 | Binarization | CodeCode Available | 0 |
| Binary domain generalization for sparsifying binary neural networks | Jun 23, 2023 | BinarizationDomain Generalization | CodeCode Available | 0 |
| Adversarial Robustness by Design through Analog Computing and Synthetic Gradients | Jan 6, 2021 | Adversarial RobustnessBinarization | CodeCode Available | 0 |
| Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction | Dec 27, 2018 | BinarizationImage Inpainting | CodeCode Available | 0 |
| Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources | Mar 2, 2017 | BinarizationFace Alignment | CodeCode Available | 0 |
| A Computing Kernel for Network Binarization on PyTorch | Nov 11, 2019 | BinarizationCPU | CodeCode Available | 0 |
| Enhance to Read Better: A Multi-Task Adversarial Network for Handwritten Document Image Enhancement | May 26, 2021 | BinarizationHandwritten Text Recognition | CodeCode Available | 0 |
| Efficiera Residual Networks: Hardware-Friendly Fully Binary Weight with 2-bit Activation Model Achieves Practical ImageNet Accuracy | Oct 15, 2024 | BinarizationClassification with Binary Weight Network | CodeCode Available | 0 |
| Bimodal Distributed Binarized Neural Networks | Apr 5, 2022 | BinarizationQuantization | CodeCode Available | 0 |
| Near-lossless Binarization of Word Embeddings | Mar 24, 2018 | BinarizationSemantic Similarity | CodeCode Available | 0 |
| SVNet: Where SO(3) Equivariance Meets Binarization on Point Cloud Representation | Sep 13, 2022 | Autonomous DrivingBinarization | CodeCode Available | 0 |
| TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service | Jun 9, 2018 | BIG-bench Machine LearningBinarization | CodeCode Available | 0 |
| Efficient Multitask Dense Predictor via Binarization | May 23, 2024 | BinarizationKnowledge Distillation | CodeCode Available | 0 |
| Efficient GANs for Document Image Binarization Based on DWT and Normalization | Jul 5, 2024 | AvgBinarization | CodeCode Available | 0 |