| BiPFT: Binary Pre-trained Foundation Transformer with Low-rank Estimation of Binarization Residual Polynomials | Dec 14, 2023 | BinarizationNatural Language Understanding | CodeCode Available | 1 | 5 |
| Binary Graph Convolutional Network with Capacity Exploration | Oct 24, 2022 | BinarizationNode Classification | CodeCode Available | 1 | 5 |
| High-Capacity Expert Binary Networks | Oct 7, 2020 | BinarizationClassification with Binary Neural Network | CodeCode Available | 1 | 5 |
| CCDWT-GAN: Generative Adversarial Networks Based on Color Channel Using Discrete Wavelet Transform for Document Image Binarization | May 27, 2023 | BinarizationImage Enhancement | CodeCode Available | 1 | 5 |
| Effective Document Image Enhancement Using tokens-to-token Transformer Network | Feb 10, 2023 | BinarizationImage Enhancement | CodeCode Available | 1 | 5 |
| Communication-Efficient Federated Learning with Binary Neural Networks | Oct 5, 2021 | BinarizationFederated Learning | CodeCode Available | 1 | 5 |
| Binary Graph Neural Networks | Dec 31, 2020 | BinarizationGraph Neural Network | CodeCode Available | 1 | 5 |
| BinaryHPE: 3D Human Pose and Shape Estimation via Binarization | Nov 24, 2023 | 3D human pose and shape estimationBinarization | CodeCode Available | 1 | 5 |
| Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO System | May 1, 2021 | BinarizationQuantization | CodeCode Available | 1 | 5 |
| DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement | Oct 17, 2020 | BinarizationDeblurring | CodeCode Available | 1 | 5 |
| Defending and Harnessing the Bit-Flip Based Adversarial Weight Attack | Jun 1, 2020 | Adversarial AttackBinarization | CodeCode Available | 1 | 5 |
| BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network | May 27, 2024 | Binarization | CodeCode Available | 1 | 5 |
| Knowledge Distillation for Feature Extraction in Underwater VSLAM | Mar 31, 2023 | BinarizationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models | Jun 18, 2024 | BinarizationQuantization | CodeCode Available | 1 | 5 |
| Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization | Jul 22, 2022 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 1 | 5 |
| N-ary Constituent Tree Parsing with Recursive Semi-Markov Model | Jul 26, 2021 | BinarizationConstituency Parsing | CodeCode Available | 1 | 5 |
| Binarized Spectral Compressive Imaging | May 17, 2023 | Binarization | CodeCode Available | 1 | 5 |
| RoBiS: Robust Binary Segmentation for High-Resolution Industrial Images | May 27, 2025 | Anomaly DetectionBinarization | CodeCode Available | 1 | 5 |
| B-DCGAN:Evaluation of Binarized DCGAN for FPGA | Mar 29, 2018 | BinarizationEdge-computing | CodeCode Available | 0 | 5 |
| BATS: Binary ArchitecTure Search | Mar 3, 2020 | BinarizationClassification with Binary Neural Network | CodeCode Available | 0 | 5 |
| HadamRNN: Binary and Sparse Ternary Orthogonal RNNs | Jan 28, 2025 | Binarization | CodeCode Available | 0 | 5 |
| A comprehensive review of Binary Neural Network | Oct 11, 2021 | BinarizationQuantization | CodeCode Available | 0 | 5 |
| GSB: Group Superposition Binarization for Vision Transformer with Limited Training Samples | May 13, 2023 | BinarizationKnowledge Distillation | CodeCode Available | 0 | 5 |
| HashNet: Deep Learning to Hash by Continuation | Feb 2, 2017 | BinarizationDeep Learning | CodeCode Available | 0 | 5 |
| Balanced Binary Neural Networks with Gated Residual | Sep 26, 2019 | BinarizationGeneral Classification | CodeCode Available | 0 | 5 |
