"binary neural networks" Papers

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HADAMRNN: BINARY AND SPARSE TERNARY ORTHOGONAL RNNS

Armand Foucault, Francois Malgouyres, Franck Mamalet

ICLR 2025arXiv:2502.00047

S$^2$NN: Sub-bit Spiking Neural Networks

Wenjie Wei, Malu Zhang, Jieyuan (Eric) Zhang et al.

NEURIPS 2025arXiv:2509.24266

STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs

Peijie Dong, Lujun Li, Yuedong Zhong et al.

ICLR 2025arXiv:2408.01803

Binarized Low-light Raw Video Enhancement

Gengchen Zhang, Yulun Zhang, Xin Yuan et al.

CVPR 2024arXiv:2403.19944

BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials

Xingrun Xing, Li Du, Xinyuan Wang et al.

AAAI 2024paperarXiv:2312.08937

Efficient Multitask Dense Predictor via Binarization

Yuzhang Shang, Dan Xu, Gaowen Liu et al.

CVPR 2024arXiv:2405.14136

Flexible Residual Binarization for Image Super-Resolution

Yulun Zhang, Haotong Qin, Zixiang Zhao et al.

Learning 1-Bit Tiny Object Detector with Discriminative Feature Refinement

Sheng Xu, Mingze Wang, Yanjing Li et al.

OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks

JINGYANG XIANG, Zuohui Chen, Siqi Li et al.

ECCV 2024arXiv:2407.05257