| Towards the first adversarially robust neural network model on MNIST | May 23, 2018 | Adversarial RobustnessBinarization | CodeCode Available | 0 |
| AutoPruner: An End-to-End Trainable Filter Pruning Method for Efficient Deep Model Inference | May 23, 2018 | Binarizationchannel selection | —Unverified | 0 |
| Sparse Binary Compression: Towards Distributed Deep Learning with minimal Communication | May 22, 2018 | BinarizationDeep Learning | —Unverified | 0 |
| Efficient end-to-end learning for quantizable representations | May 15, 2018 | BinarizationMetric Learning | CodeCode Available | 0 |
| Discrete Factorization Machines for Fast Feature-based Recommendation | May 6, 2018 | BinarizationQuantization | CodeCode Available | 0 |
| Faster Shift-Reduce Constituent Parsing with a Non-Binary, Bottom-Up Strategy | Apr 21, 2018 | BinarizationMachine Translation | —Unverified | 0 |
| Minimizing Area and Energy of Deep Learning Hardware Design Using Collective Low Precision and Structured Compression | Apr 19, 2018 | Binarization | —Unverified | 0 |
| Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory | Apr 11, 2018 | BinarizationModel Compression | CodeCode Available | 0 |
| Distribution-Aware Binarization of Neural Networks for Sketch Recognition | Apr 9, 2018 | BinarizationSketch Recognition | CodeCode Available | 0 |
| B-DCGAN:Evaluation of Binarized DCGAN for FPGA | Mar 29, 2018 | BinarizationEdge-computing | CodeCode Available | 0 |
| Near-lossless Binarization of Word Embeddings | Mar 24, 2018 | BinarizationSemantic Similarity | CodeCode Available | 0 |
| Local Binary Pattern Networks | Mar 19, 2018 | Binarization | —Unverified | 0 |
| PBGen: Partial Binarization of Deconvolution-Based Generators for Edge Intelligence | Feb 26, 2018 | Binarization | —Unverified | 0 |
| Loss-aware Weight Quantization of Deep Networks | Feb 23, 2018 | BinarizationQuantization | CodeCode Available | 0 |
| Self-Supervised Video Hashing with Hierarchical Binary Auto-encoder | Feb 7, 2018 | BinarizationDecoder | —Unverified | 0 |
| PDNet: Semantic Segmentation integrated with a Primal-Dual Network for Document binarization | Jan 26, 2018 | BinarizationSemantic Segmentation | CodeCode Available | 0 |
| Negative Binomial Matrix Factorization for Recommender Systems | Jan 5, 2018 | BinarizationRecommendation Systems | —Unverified | 0 |
| ResBinNet: Residual Binary Neural Network | Jan 1, 2018 | Binarization | —Unverified | 0 |
| Learning Surrogate Models of Document Image Quality Metrics for Automated Document Image Processing | Dec 11, 2017 | BinarizationHyperparameter Optimization | —Unverified | 0 |
| Compact Hash Code Learning with Binary Deep Neural Network | Dec 8, 2017 | BinarizationDeep Hashing | —Unverified | 0 |
| ReBNet: Residual Binarized Neural Network | Nov 3, 2017 | BinarizationGeneral Classification | CodeCode Available | 0 |
| Hardware design for binarization and thinning of fingerprint images | Oct 12, 2017 | Binarization | —Unverified | 0 |
| Flexible Network Binarization with Layer-wise Priority | Sep 13, 2017 | BinarizationPedestrian Detection | —Unverified | 0 |
| Automatic Document Image Binarization using Bayesian Optimization | Sep 6, 2017 | Bayesian OptimizationBinarization | —Unverified | 0 |
| Performance Guaranteed Network Acceleration via High-Order Residual Quantization | Aug 29, 2017 | BinarizationQuantization | —Unverified | 0 |