"binary neural networks" Papers

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

Peijie Dong, Lujun Li, Yuedong Zhong et al.

ICLR 2025posterarXiv:2408.01803
31
citations

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

Flexible Residual Binarization for Image Super-Resolution

Yulun Zhang, Haotong Qin, Zixiang Zhao et al.

ICML 2024poster

Learning 1-Bit Tiny Object Detector with Discriminative Feature Refinement

Sheng Xu, Mingze Wang, Yanjing Li et al.

ICML 2024poster