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neural network binarization

17 papers

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model compression (3302) binary neural network (75) knowledge distillation (3725) model binarization (19) weight quantization (137) efficient computing (781) weight binarization (12) neural network (6616) network quantization (37) binarized neural network (19)

Papers

Binarized Neural Network for Multi-spectral Image Fusion CVPR 2025
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing CVPR 2025
BiDM: Pushing the Limit of Quantization for Diffusion Models NIPS 2024
Partial Binarization of Neural Networks for Budget-Aware Efficient Learning WACV 2024
Binarized Diffusion Model for Image Super-Resolution NIPS 2024
Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers NIPS 2023
BiViT: Extremely Compressed Binary Vision Transformers ICCV 2023
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons NIPS 2022
Partially-Random Initialization: A Smoking Gun for Binarization Hypothesis of BERT EMNLP 2022
Meta-Aggregator: Learning To Aggregate for 1-Bit Graph Neural Networks ICCV 2021
Layer-Wise Searching for 1-Bit Detectors CVPR 2021
Hardware-friendly Deep Learning by Network Quantization and Binarization IJCAI 2021
MoBiNet: A Mobile Binary Network for Image Classification WACV 2020
BiDet: An Efficient Binarized Object Detector CVPR 2020
Training Binary Neural Networks through Learning with Noisy Supervision ICML 2020
Forward and Backward Information Retention for Accurate Binary Neural Networks CVPR 2020
Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation CVPR 2019