| CBNN: 3-Party Secure Framework for Customized Binary Neural Networks Inference | Dec 21, 2024 | BinarizationKnowledge Distillation | —Unverified | 0 |
| Predicting the Original Appearance of Damaged Historical Documents | Dec 16, 2024 | Binarization | CodeCode Available | 2 |
| BiDM: Pushing the Limit of Quantization for Diffusion Models | Dec 8, 2024 | BinarizationImage Generation | CodeCode Available | 1 |
| BEExformer: A Fast Inferencing Transformer Architecture via Binarization with Multiple Early Exits | Dec 6, 2024 | BinarizationKnowledge Distillation | —Unverified | 0 |
| Text Change Detection in Multilingual Documents Using Image Comparison | Dec 5, 2024 | BinarizationChange Detection | —Unverified | 0 |
| Arabic Handwritten Document OCR Solution with Binarization and Adaptive Scale Fusion Detection | Dec 2, 2024 | BinarizationOptical Character Recognition (OCR) | —Unverified | 0 |
| Bi-Mamba: Towards Accurate 1-Bit State Space Models | Nov 18, 2024 | BinarizationLanguage Modeling | —Unverified | 0 |
| Segmentation of Ink and Parchment in Dead Sea Scroll Fragments | Nov 16, 2024 | BinarizationSegmentation | —Unverified | 0 |
| BiDense: Binarization for Dense Prediction | Nov 15, 2024 | BinarizationPrediction | CodeCode Available | 0 |
| Evaluating tDCS Intervention Effectiveness via Functional Connectivity Network on Resting-State EEG Data in Major Depressive Disorder | Nov 10, 2024 | BinarizationEEG | —Unverified | 0 |
| DiffPAD: Denoising Diffusion-based Adversarial Patch Decontamination | Oct 31, 2024 | Adversarial RobustnessBinarization | CodeCode Available | 0 |
| AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios | Oct 18, 2024 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 |
| 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 |
| ARB-LLM: Alternating Refined Binarizations for Large Language Models | Oct 4, 2024 | BinarizationQuantization | CodeCode Available | 1 |
| Golden Ratio Search: A Low-Power Adversarial Attack for Deep Learning based Modulation Classification | Sep 17, 2024 | Adversarial AttackBinarization | —Unverified | 0 |
| Pathfinder for Low-altitude Aircraft with Binary Neural Network | Sep 13, 2024 | BinarizationPathfinder | CodeCode Available | 0 |
| FedBAT: Communication-Efficient Federated Learning via Learnable Binarization | Aug 6, 2024 | BinarizationFederated Learning | CodeCode Available | 0 |
| STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs | Aug 3, 2024 | BinarizationComputational Efficiency | —Unverified | 0 |
| Efficient GANs for Document Image Binarization Based on DWT and Normalization | Jul 5, 2024 | AvgBinarization | CodeCode Available | 0 |
| Learning Interpretable Differentiable Logic Networks | Jul 4, 2024 | Binarization | —Unverified | 0 |
| Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models | Jun 18, 2024 | BinarizationQuantization | CodeCode Available | 1 |
| Sparse Binarization for Fast Keyword Spotting | Jun 9, 2024 | BinarizationKeyword Spotting | CodeCode Available | 1 |
| Binarized Diffusion Model for Image Super-Resolution | Jun 9, 2024 | AttributeBinarization | CodeCode Available | 2 |
| USM RNN-T model weights binarization | Jun 5, 2024 | Binarizationmodel | —Unverified | 0 |
| BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network | May 27, 2024 | Binarization | CodeCode Available | 1 |
