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binary neural network

93 papers

BNN

Papers

Improving Accuracy of Binary Neural Networks Using Unbalanced Activation Distribution CVPR 2021 Learning Frequency Domain Approximation for Binary Neural Networks NeurIPS 2021 MeliusNet: An Improved Network Architecture for Binary Neural Networks WACV 2021 Multi-Prize Lottery Ticket Hypothesis: Finding Accurate Binary Neural Networks by Pruning A Randomly Weighted Network ICLR 2021 ReCU: Reviving the Dead Weights in Binary Neural Networks ICCV 2021 Reducing the Computational Cost of Deep Generative Models with Binary Neural Networks ICLR 2021 S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration CVPR 2021 SA-BNN: State-Aware Binary Neural Network AAAI 2021 Sub-Bit Neural Networks: Learning To Compress and Accelerate Binary Neural Networks ICCV 2021 Training Binary Neural Network without Batch Normalization for Image Super-Resolution AAAI 2021 Uncertainty-aware Binary Neural Networks IJCAI 2021 WrapNet: Neural Net Inference with Ultra-Low-Precision Arithmetic ICLR 2021 BiDet: An Efficient Binarized Object Detector CVPR 2020 Binarizing MobileNet via Evolution-Based Searching CVPR 2020 BinaryDuo: Reducing Gradient Mismatch in Binary Activation Network by Coupling Binary Activations ICLR 2020 Critical initialisation in continuous approximations of binary neural networks ICLR 2020 FleXOR: Trainable Fractional Quantization NeurIPS 2020 Forward and Backward Information Retention for Accurate Binary Neural Networks CVPR 2020 MoBiNet: A Mobile Binary Network for Image Classification WACV 2020 Path Sample-Analytic Gradient Estimators for Stochastic Binary Networks NeurIPS 2020 Rotated Binary Neural Network NeurIPS 2020 Training Binary Neural Networks using the Bayesian Learning Rule ICML 2020 Training binary neural networks with real-to-binary convolutions ICLR 2020 A Main/Subsidiary Network Framework for Simplifying Binary Neural Networks CVPR 2019 An Empirical study of Binary Neural Networks' Optimisation ICLR 2019