1 code implementation • 28 Dec 2023 • Jun Bai, Annie Jin, Madison Adams, Clifford Yang, Sheida Nabavi
In this study, we focus on improving the early detection and accurate diagnosis of breast abnormalities, which is crucial for improving patient outcomes and reducing the mortality rate of breast cancer.
1 code implementation • 8 Dec 2023 • Jun Bai, Xiaofeng Zhang, Chen Li, Hanhua Hong, Xi Xu, Chenghua Lin, Wenge Rong
However, there is a lack of a comprehensive comparison between these estimation methods yet.
1 code implementation • 25 Dec 2022 • Mohammad Mahdi Behzadi, Mohammad Madani, Hanzhang Wang, Jun Bai, Ankit Bhardwaj, Anna Tarakanova, Harold Yamase, Ga Hie Nam, Sheida Nabavi
One of the prognostic features in prostate cancer is the Gleason grading of histopathology images.
1 code implementation • 1 Nov 2022 • Jianfei Zhang, Jun Bai, Chenghua Lin, Yanmeng Wang, Wenge Rong
There are effective ways proposed to prevent posterior collapse in VAEs, but we observe that they in essence make trade-offs between posterior collapse and hole problem, i. e., mismatch between the aggregated posterior distribution and the prior distribution.
no code implementations • Findings (EMNLP) 2021 • Yanmeng Wang, Jun Bai, Ye Wang, Jianfei Zhang, Wenge Rong, Zongcheng Ji, Shaojun Wang, Jing Xiao
To keep independent encoding of questions and answers during inference stage, variational auto-encoder is further introduced to reconstruct answers (questions) from question (answer) embeddings as an auxiliary task to enhance QA interaction in representation learning in training stage.
1 code implementation • 30 Jul 2018 • Yongcheng Liu, Bin Fan, Lingfeng Wang, Jun Bai, Shiming Xiang, Chunhong Pan
Specifically, for confusing manmade objects, ScasNet improves the labeling coherence with sequential global-to-local contexts aggregation.
no code implementations • International Conference on Noise and Fluctuations (ICNF) 2015 • Jin Liu, Zan Li, Rui Gao, Jun Bai, Linlin Liang
On this basis, the mechanism of the BSR system response to MPAM signal inputs is elucidated, and a corresponding decoding scheme is proposed.