binary neural network

BD-Net: Has Depth-Wise Convolution Ever Been Applied in Binary Neural Networks? AAAI 2026 Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing CVPR 2025 Binarized Neural Network for Multi-spectral Image Fusion CVPR 2025 Can DBNNs Robust to Environmental Noise for Resource-constrained Scenarios? ICML 2025 Fast and Slow Gradient Approximation for Binary Neural Network Optimization AAAI 2025 Information-Bottleneck Driven Binary Neural Network for Change Detection ICCV 2025 TinyFoA: Memory Efficient Forward-Only Algorithm for On-Device Learning AAAI 2025 Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism AAAI 2025 Verifying Properties of Binary Neural Networks Using Sparse Polynomial Optimization ICLR 2025 A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network CVPR 2024 Binarized Low-light Raw Video Enhancement CVPR 2024 BiPer: Binary Neural Networks using a Periodic Function CVPR 2024 BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024 BOLD: Boolean Logic Deep Learning NeurIPS 2024 Can we get the best of both Binary Neural Networks and Spiking Neural Networks for Efficient Computer Vision? ICLR 2024 Efficient Multitask Dense Predictor via Binarization CVPR 2024 Finding Interpretable Class-Specific Patterns through Efficient Neural Search AAAI 2024 A Binary Keyword Spotting System with Error-Diffusion Based Feature Binarization Interspeech 2023 A Simple and General Binarization Method for Image Restoration Neural Networks ACML 2023 Basic Binary Convolution Unit for Binarized Image Restoration Network ICLR 2023 Binarized Spectral Compressive Imaging NeurIPS 2023 Binary and Ternary Natural Language Generation ACL 2023 Compacting Binary Neural Networks by Sparse Kernel Selection CVPR 2023 Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks Training ICCV 2023 Fast and Accurate Binary Neural Networks Based on Depth-Width Reshaping AAAI 2023