Search Results for author: Jiacheng Wang

Found 8 papers, 4 papers with code

Boundary-aware Transformers for Skin Lesion Segmentation

1 code implementation8 Oct 2021 Jiacheng Wang, Lan Wei, Liansheng Wang, Qichao Zhou, Lei Zhu, Jing Qin

Skin lesion segmentation from dermoscopy images is of great importance for improving the quantitative analysis of skin cancer.

Lesion Segmentation

Efficient Global-Local Memory for Real-time Instrument Segmentation of Robotic Surgical Video

1 code implementation28 Sep 2021 Jiacheng Wang, Yueming Jin, Liansheng Wang, Shuntian Cai, Pheng-Ann Heng, Jing Qin

On the other hand, we develop an active global memory to gather the global semantic correlation in long temporal range to current one, in which we gather the most informative frames derived from model uncertainty and frame similarity.

Optical Flow Estimation

Self-semi-supervised Learning to Learn from NoisyLabeled Data

no code implementations3 Nov 2020 Jiacheng Wang, Yue Ma, Shuang Gao

The remarkable success of today's deep neural networks highly depends on a massive number of correctly labeled data.

Meta-Learning for Natural Language Understanding under Continual Learning Framework

1 code implementation3 Nov 2020 Jiacheng Wang, Yong Fan, Duo Jiang, Shiqing Li

Neural network has been recognized with its accomplishments on tackling various natural language understanding (NLU) tasks.

Continual Learning Meta-Learning +1

Neyman-Pearson classification: parametrics and sample size requirement

no code implementations7 Feb 2018 Xin Tong, Lucy Xia, Jiacheng Wang, Yang Feng

In this work, we employ the parametric linear discriminant analysis (LDA) model and propose a new parametric thresholding algorithm, which does not need the minimum sample size requirements on class $0$ observations and thus is suitable for small sample applications such as rare disease diagnosis.

Classification General Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.