| LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network Inference | Oct 24, 2019 | BinarizationEfficient Neural Network | CodeCode Available | 1 |
| Large Deviation Analysis of Function Sensitivity in Random Deep Neural Networks | Oct 13, 2019 | BinarizationSensitivity | —Unverified | 0 |
| XNOR-Net++: Improved Binary Neural Networks | Sep 30, 2019 | BinarizationClassification with Binary Neural Network | —Unverified | 0 |
| Balanced Binary Neural Networks with Gated Residual | Sep 26, 2019 | BinarizationGeneral Classification | CodeCode Available | 0 |
| Accurate and Compact Convolutional Neural Networks with Trained Binarization | Sep 25, 2019 | Binarization | —Unverified | 0 |
| Forward and Backward Information Retention for Accurate Binary Neural Networks | Sep 24, 2019 | BinarizationNeural Network Compression | CodeCode Available | 0 |
| A Channel-Pruned and Weight-Binarized Convolutional Neural Network for Keyword Spotting | Sep 12, 2019 | BinarizationGeneral Classification | —Unverified | 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 |
| Incremental Binarization On Recurrent Neural Networks For Single-Channel Source Separation | Aug 23, 2019 | BinarizationQuantization | —Unverified | 0 |
| RBCN: Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs | Aug 21, 2019 | BinarizationObject Tracking | —Unverified | 0 |
| SHREWD: Semantic Hierarchy-based Relational Embeddings for Weakly-supervised Deep Hashing | Aug 12, 2019 | BinarizationDeep Hashing | —Unverified | 0 |
| MoBiNet: A Mobile Binary Network for Image Classification | Jul 29, 2019 | BinarizationClassification | —Unverified | 0 |
| A Targeted Acceleration and Compression Framework for Low bit Neural Networks | Jul 9, 2019 | BinarizationComputational Efficiency | —Unverified | 0 |
| A Novel Approach to OCR using Image Recognition based Classification for Ancient Tamil Inscriptions in Temples | Jul 4, 2019 | BinarizationGeneral Classification | —Unverified | 0 |
| Brno Mobile OCR Dataset | Jul 2, 2019 | BinarizationDenoising | CodeCode Available | 0 |
| A Main/Subsidiary Network Framework for Simplifying Binary Neural Networks | Jun 1, 2019 | Binarizationimage-classification | —Unverified | 0 |
| Deep Learning for Distributed Optimization: Applications to Wireless Resource Management | May 31, 2019 | BinarizationDeep Learning | —Unverified | 0 |
| Memory-efficient and fast implementation of local adaptive binarization methods | May 30, 2019 | Binarization | CodeCode Available | 0 |
| Radar-based Road User Classification and Novelty Detection with Recurrent Neural Network Ensembles | May 28, 2019 | Autonomous DrivingBinarization | —Unverified | 0 |
| Radar-based Feature Design and Multiclass Classification for Road User Recognition | May 27, 2019 | BinarizationClassification | —Unverified | 0 |
| Robust Classification using Robust Feature Augmentation | May 26, 2019 | BinarizationClassification | —Unverified | 0 |
| Recommendation from Raw Data with Adaptive Compound Poisson Factorization | May 20, 2019 | BinarizationRecommendation Systems | CodeCode Available | 0 |
| Local Binary Pattern Networks for Character Recognition | May 1, 2019 | Binarization | —Unverified | 0 |
| Matrix and tensor decompositions for training binary neural networks | Apr 16, 2019 | BinarizationClassification with Binary Neural Network | —Unverified | 0 |
| Improved training of binary networks for human pose estimation and image recognition | Apr 11, 2019 | BinarizationClassification with Binary Neural Network | —Unverified | 0 |
