| Seeking Interpretability and Explainability in Binary Activated Neural Networks | Sep 7, 2022 | Binarization | —Unverified | 0 |
| Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies | Sep 3, 2022 | BinarizationInductive Bias | CodeCode Available | 1 |
| A Black-Box Attack on Optical Character Recognition Systems | Aug 30, 2022 | Adversarial AttackBinarization | —Unverified | 0 |
| Network analysis of a complex disease: the gut microbiota in the inflammatory bowel disease case | Aug 16, 2022 | BinarizationCommunity Detection | —Unverified | 0 |
| Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization | Jul 22, 2022 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 1 |
| RepBNN: towards a precise Binary Neural Network with Enhanced Feature Map via Repeating | Jul 19, 2022 | BinarizationQuantization | CodeCode Available | 0 |
| Lipschitz Continuity Retained Binary Neural Network | Jul 13, 2022 | BinarizationQuantization | CodeCode Available | 0 |
| Sparsifying Binary Networks | Jul 11, 2022 | BinarizationQuantization | —Unverified | 0 |
| Network Binarization via Contrastive Learning | Jul 6, 2022 | BinarizationContrastive Learning | CodeCode Available | 1 |
| BiTAT: Neural Network Binarization with Task-dependent Aggregated Transformation | Jul 4, 2022 | BinarizationQuantization | —Unverified | 0 |
| How to train accurate BNNs for embedded systems? | Jun 24, 2022 | Binarization | —Unverified | 0 |
| GAAF: Searching Activation Functions for Binary Neural Networks through Genetic Algorithm | Jun 5, 2022 | Binarization | CodeCode Available | 0 |
| Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation | Jun 5, 2022 | BinarizationInformativeness | —Unverified | 0 |
| BiT: Robustly Binarized Multi-distilled Transformer | May 25, 2022 | Binarization | CodeCode Available | 1 |
| HyBNN and FedHyBNN: (Federated) Hybrid Binary Neural Networks | May 19, 2022 | Binarization | —Unverified | 0 |
| Binarizing by Classification: Is soft function really necessary? | May 16, 2022 | BinarizationBinary Classification | —Unverified | 0 |
| Optimization of Decision Tree Evaluation Using SIMD Instructions | May 15, 2022 | BinarizationCPU | CodeCode Available | 0 |
| PUERT: Probabilistic Under-sampling and Explicable Reconstruction Network for CS-MRI | Apr 24, 2022 | Binarizationcompressed sensing | CodeCode Available | 0 |
| Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing | Apr 19, 2022 | BinarizationCross-Modal Retrieval | —Unverified | 0 |
| Learning Similarity Preserving Binary Codes for Recommender Systems | Apr 18, 2022 | BinarizationCross-Modal Retrieval | —Unverified | 0 |
| TorMentor: Deterministic dynamic-path, data augmentations with fractals | Apr 7, 2022 | Activity Recognition In VideosBinarization | CodeCode Available | 1 |
| Bimodal Distributed Binarized Neural Networks | Apr 5, 2022 | BinarizationQuantization | CodeCode Available | 0 |
| Confidence Score for Unsupervised Foreground Background Separation of Document Images | Apr 3, 2022 | Binarization | —Unverified | 0 |
| Autonomous crater detection on asteroids using a fully-convolutional neural network | Apr 1, 2022 | BinarizationImage Segmentation | —Unverified | 0 |
| Tooth Instance Segmentation on Panoramic Dental Radiographs Using U-Nets and Morphological Processing | Mar 31, 2022 | BinarizationInstance Segmentation | CodeCode Available | 1 |
| BiBERT: Accurate Fully Binarized BERT | Mar 12, 2022 | Binarization | CodeCode Available | 1 |
| Real-time Scene Text Detection Based on Global Level and Word Level Features | Mar 10, 2022 | BinarizationScene Text Detection | —Unverified | 0 |
| Highly-Efficient Binary Neural Networks for Visual Place Recognition | Feb 24, 2022 | Autonomous NavigationBinarization | —Unverified | 0 |
| Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion | Feb 21, 2022 | BinarizationModel Optimization | CodeCode Available | 7 |
| BiFSMN: Binary Neural Network for Keyword Spotting | Feb 14, 2022 | BinarizationKeyword Spotting | CodeCode Available | 1 |
| On-Sensor Binarized Fully Convolutional Neural Network with A Pixel Processor Array | Feb 2, 2022 | BinarizationObject | —Unverified | 0 |
| Computer-aided Recognition and Assessment of a Porous Bioelastomer on Ultrasound Images for Regenerative Medicine Applications | Jan 28, 2022 | BinarizationClustering | —Unverified | 0 |
| DocEnTr: An End-to-End Document Image Enhancement Transformer | Jan 25, 2022 | BinarizationDecoder | CodeCode Available | 1 |
| Deep Unsupervised Contrastive Hashing for Large-Scale Cross-Modal Text-Image Retrieval in Remote Sensing | Jan 20, 2022 | BinarizationCross-Modal Retrieval | —Unverified | 0 |
| Multimodal registration of FISH and nanoSIMS images using convolutional neural network models | Jan 14, 2022 | Binarization | —Unverified | 0 |
| Mr.BiQ: Post-Training Non-Uniform Quantization Based on Minimizing the Reconstruction Error | Jan 1, 2022 | BinarizationQuantization | —Unverified | 0 |
| Elastic-Link for Binarized Neural Network | Dec 19, 2021 | Binarization | —Unverified | 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 Survey on Deep learning based Document Image Enhancement | Dec 6, 2021 | ArticlesBinarization | —Unverified | 0 |
| HHF: Hashing-guided Hinge Function for Deep Hashing Retrieval | Dec 4, 2021 | BinarizationDeep Hashing | CodeCode Available | 1 |
| Equal Bits: Enforcing Equally Distributed Binary Network Weights | Dec 2, 2021 | BinarizationQuantization | CodeCode Available | 0 |
| Hardware-friendly Deep Learning by Network Quantization and Binarization | Dec 1, 2021 | BinarizationDeep Learning | —Unverified | 0 |
| PokeBNN: A Binary Pursuit of Lightweight Accuracy | Nov 30, 2021 | Binarization | CodeCode Available | 1 |
| Binary Independent Component Analysis: A Non-stationarity-based Approach | Nov 30, 2021 | Binarization | CodeCode Available | 0 |
| Results of improved fractional/integer order PDE-based binarization model | Nov 23, 2021 | BinarizationEdge Detection | —Unverified | 0 |
| XnODR and XnIDR: Two Accurate and Fast Fully Connected Layers For Convolutional Neural Networks | Nov 21, 2021 | BinarizationImage Classification | CodeCode Available | 0 |
| Improving the Otsu Thresholding Method of Global Binarization Using Ring Theory for Ultrasonographies of Congestive Heart Failure | Nov 13, 2021 | Binarization | —Unverified | 0 |
| Iterative Training: Finding Binary Weight Deep Neural Networks with Layer Binarization | Nov 13, 2021 | BinarizationQuantization | CodeCode Available | 0 |
| Analysis of PDE-based binarization model for degraded document images | Nov 10, 2021 | Binarization | —Unverified | 0 |
| Optimizing Binary Symptom Checkers via Approximate Message Passing | Oct 30, 2021 | BinarizationCompressive Sensing | —Unverified | 0 |