4 citations · 11 across the 9 of their papers we have counts for
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cs.LG2024★ 1 cited
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs
Peijie Dong, Lujun Li, Yuedong Zhong +8
In this paper, we present the first structural binarization method for LLM compression to less than 1-bit precision. Although LLMs have achieved remarkable performance, their memor…
cs.LG2024★ 4 cited
Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey
Dayou Du, Gu Gong, Xiaowen Chu
Vision Transformers (ViTs) have recently garnered considerable attention, emerging as a promising alternative to convolutional neural networks (CNNs) in several vision-related appl…