binary neural network

INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold ICCV 2023 Invariant Representations with Stochastically Quantized Neural Networks AAAI 2023 LAB: Learnable Activation Binarizer for Binary Neural Networks WACV 2023 MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree ICCV 2023 On Quantizing Implicit Neural Representations WACV 2023 Resilient Binary Neural Network AAAI 2023 Searching for Robust Binary Neural Networks via Bimodal Parameter Perturbation WACV 2023 Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers NeurIPS 2023 Understanding weight-magnitude hyperparameters in training binary networks ICLR 2023 AdaSTE: An Adaptive Straight-Through Estimator To Train Binary Neural Networks CVPR 2022 BiBERT: Accurate Fully Binarized BERT ICLR 2022 BiFSMN: Binary Neural Network for Keyword Spotting IJCAI 2022 BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons NeurIPS 2022 Binary Early-Exit Network for Adaptive Inference on Low-Resource Devices Interspeech 2022 Equal Bits: Enforcing Equally Distributed Binary Network Weights AAAI 2022 Injecting Logical Constraints into Neural Networks via Straight-Through Estimators ICML 2022 Low-complex and Highly-performed Binary Residual Neural Network for Small-footprint Keyword Spotting Interspeech 2022 PokeBNN: A Binary Pursuit of Lightweight Accuracy CVPR 2022 Re-architecting Traffic Analysis with Neural Network Interface Cards NSDI 2022 Binary Neural Network for Speaker Verification Interspeech 2021 BiPointNet: Binary Neural Network for Point Clouds ICLR 2021 Compressing Deep Convolutional Neural Networks by Stacking Low-dimensional Binary Convolution Filters AAAI 2021 Demystifying and Generalizing BinaryConnect NeurIPS 2021 High-Capacity Expert Binary Networks ICLR 2021 How Do Adam and Training Strategies Help BNNs Optimization ICML 2021