BNN related articles

• Towards Accurate Binary Convolutional Neural Network
• BATS: Binary ArchitecTure Search
• Bayesian Optimized 1-Bit CNNs
• Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm
• DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients
• Learning Frequency Domain Approximation for Binary Neural Networks
• High-Capacity Expert Binary Networks
• Learning Channel-wise Interactions for Binary Convolutional Neural Networks
• ReCU: Reviving the Dead Weights in Binary Neural Networks
• Training Binary Neural Networks with Real-to-Binary Convlutions
• Training Binary Neural Networks through Learning with Noisy Supervision
• Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets
• WRPN: Wide Reduced-Precision Networks
• XNOR-Net
• PokeBNN: A Binary Pursuit of Lightweight Accuracy
• ReActNet Towards Precise Binary Neural Network with Generalized Activation Functions
• Bitwise Neural Networks
• BiT: Robustly Binarized Multi-distilled Transformer
• BinaryDuo: Reducing Gradient Mismatch in Binary Activation Network by Coupling Binary Activations
• BoolNet: Minimizing the Energy Consumption of Binary Neural Networks
• An Empirical study of Binary Neural Networks' Optimisation