DPBERT: Efficient Inference for BERT based on Dynamic Planning

no code implementations • 26 Jul 2023 • Weixin Wu, Hankz Hankui Zhuo

Large-scale pre-trained language models such as BERT have contributed significantly to the development of NLP.

Locally Adaptive Learning Loss for Semantic Image Segmentation

no code implementations • 23 Feb 2018 • Jinjiang Guo, Pengyuan Ren, Aiguo Gu, Jian Xu, Weixin Wu

We propose a novel locally adaptive learning estimator for enhancing the inter- and intra- discriminative capabilities of Deep Neural Networks, which can be used as improved loss layer for semantic image segmentation tasks.

Image Segmentation Segmentation +1