1 code implementation • 13 Apr 2024 • Yuwei Tang, Zhenyi Lin, Qilong Wang, Pengfei Zhu, QinGhua Hu
To this end, we disassemble three key components involved in computation of logit bias (i. e., logit features, logit predictor, and logit fusion) and empirically analyze the effect on performance of few-shot classification.
1 code implementation • ICCV 2023 • Mingze Gao, Qilong Wang, Zhenyi Lin, Pengfei Zhu, QinGhua Hu, Jingbo Zhou
Distinguished from LP which builds a linear classification head based on the mean of final features (e. g., word tokens for ViT) or classification tokens, our MP performs a linear classifier on feature distribution, which provides the stronger representation ability by exploiting richer statistical information inherent in features.
no code implementations • 3 Dec 2019 • Qiao Lan, Zezhong Zhang, Yuqing Du, Zhenyi Lin, Kaibin Huang
The main theme in the area is to design new communication techniques and protocols for efficient implementation of different distributed learning frameworks (i. e., federated learning) in wireless networks.
Information Theory Signal Processing Information Theory