no code implementations • NAACL (unimplicit) 2022 • Yingya Li, Bei Yu
Prior studies have raised concerns over specificity issues in clinical advice.
1 code implementation • EMNLP 2021 • Yingya Li, Jun Wang, Bei Yu
We also conducted a case study that applied this prediction model to retrieve specific health advice on COVID-19 treatments from LitCovid, a large COVID research literature portal, demonstrating the usefulness of retrieving health advice sentences as an advanced research literature navigation function for health researchers and the general public.
no code implementations • 23 Mar 2023 • Zixiao Wang, Yunheng Shen, Wenqian Zhao, Yang Bai, Guojin Chen, Farzan Farnia, Bei Yu
Deep generative models dominate the existing literature in layout pattern generation.
no code implementations • 18 Mar 2023 • Guojin Chen, Ziyang Yu, Hongduo Liu, Yuzhe ma, Bei Yu
To further enhance printability and fast iterative convergence, we propose a novel deep neural network delicately designed with level set intrinsic principles to facilitate the joint optimization of DNN and GPU accelerated level set optimizer.
no code implementations • 16 Mar 2023 • Wenqian Zhao, Qi Sun, Yang Bai, Wenbo Li, Haisheng Zheng, Bei Yu, Martin D. F. Wong
Recent years have witnessed impressive progress in super-resolution (SR) processing.
no code implementations • 15 Mar 2023 • Wenqian Zhao, Xufeng Yao, Ziyang Yu, Guojin Chen, Yuzhe ma, Bei Yu, Martin D. F. Wong
We inspect the pattern distribution on a design layer and find that different sub-regions have different pattern complexity.
no code implementations • 15 Mar 2023 • Guojin Chen, Zehua Pei, HaoYu Yang, Yuzhe ma, Bei Yu, Martin D. F. Wong
Lithography is fundamental to integrated circuit fabrication, necessitating large computation overhead.
2 code implementations • 26 Sep 2022 • Jiequan Cui, Zhisheng Zhong, Zhuotao Tian, Shu Liu, Bei Yu, Jiaya Jia
Based on theoretical analysis, we observe that supervised contrastive loss tends to bias high-frequency classes and thus increases the difficulty of imbalanced learning.
Ranked #3 on
Long-tail Learning
on iNaturalist 2018
no code implementations • 15 Aug 2022 • Wei Li, Ruxuan Li, Yuzhe ma, Siu On Chan, David Pan, Bei Yu
Graph coloring, a classical and critical NP-hard problem, is the problem of assigning connected nodes as different colors as possible.
no code implementations • 4 Jul 2022 • Xiaogang Xu, Yitong Yu, Nianjuan Jiang, Jiangbo Lu, Bei Yu, Jiaya Jia
Moreover, we also propose a new video denoising framework, called Recurrent Video Denoising Transformer (RVDT), which can achieve SOTA performance on PVDD and other current video denoising benchmarks.
1 code implementation • 6 Apr 2022 • Yilun Chen, Shijia Huang, Shu Liu, Bei Yu, Jiaya Jia
First, to effectively lift the 2D information to stereo volume, we propose depth-wise plane sweeping (DPS) that allows denser connections and extracts depth-guided features.
no code implementations • 29 Mar 2022 • Mingjun Li, Jianlei Yang, Yingjie Qi, Meng Dong, Yuhao Yang, Runze Liu, Weitao Pan, Bei Yu, Weisheng Zhao
In this paper, Eventor is proposed as a fast and efficient EMVS accelerator by realizing the most critical and time-consuming stages including event back-projection and volumetric ray-counting on FPGA.
1 code implementation • CVPR 2022 • Xufeng Yao, Yang Bai, Xinyun Zhang, Yuechen Zhang, Qi Sun, Ran Chen, Ruiyu Li, Bei Yu
Domain generalization refers to the problem of training a model from a collection of different source domains that can directly generalize to the unseen target domains.
Ranked #10 on
Domain Generalization
on PACS
1 code implementation • 28 Sep 2021 • Xiaoliu Luo, Zhuotao Tian, Taiping Zhang, Bei Yu, Yuan Yan Tang, Jiaya Jia
In this work, we revisit the prior mask guidance proposed in "Prior Guided Feature Enrichment Network for Few-Shot Segmentation".
no code implementations • 12 Aug 2021 • Xiaogang Xu, Yi Wang, LiWei Wang, Bei Yu, Jiaya Jia
To synthesize a realistic action sequence based on a single human image, it is crucial to model both motion patterns and diversity in the action video.
5 code implementations • ICCV 2021 • Jiequan Cui, Zhisheng Zhong, Shu Liu, Bei Yu, Jiaya Jia
In this paper, we propose Parametric Contrastive Learning (PaCo) to tackle long-tailed recognition.
Ranked #8 on
Long-tail Learning
on iNaturalist 2018
1 code implementation • 14 Jul 2021 • Jun Wang, Bei Yu
Accurately linking news articles to scientific research works is a critical component in a number of applications, such as measuring the social impact of a research work and detecting inaccuracies or distortions in science news.
1 code implementation • NAACL 2021 • Jun Wang, Kelly Cui, Bei Yu
Prior studies have found that women self-promote less than men due to gender stereotypes.
no code implementations • 7 Mar 2021 • HaoYu Yang, Shuhe Li, Bei Yu
The activation of lower layer capsules affects the behavior of the following capsules via routing links that are constructed during training via certain routing algorithms.
1 code implementation • 10 Jan 2021 • Guyue Huang, Jingbo Hu, Yifan He, Jialong Liu, Mingyuan Ma, Zhaoyang Shen, Juejian Wu, Yuanfan Xu, Hengrui Zhang, Kai Zhong, Xuefei Ning, Yuzhe ma, HaoYu Yang, Bei Yu, Huazhong Yang, Yu Wang
With the down-scaling of CMOS technology, the design complexity of very large-scale integrated (VLSI) is increasing.
1 code implementation • ICCV 2021 • RuiXing Wang, Xiaogang Xu, Chi-Wing Fu, Jiangbo Lu, Bei Yu, Jiaya Jia
Low-light video enhancement is an important task.
no code implementations • ICCV 2021 • Qi Sun, Chen Bai, Tinghuan Chen, Hao Geng, Xinyun Zhang, Yang Bai, Bei Yu
Firstly, a deep Gaussian process (DGP) model is built on the historical data to learn empirical knowledge.
no code implementations • 1 Jan 2021 • Wei Li, Ruxuan Li, Yuzhe ma, Siu On Chan, Bei Yu
To characterize the power of GNNs for the graph coloring problem, we first formalize the discrimination power of GNNs as the capability to assign nodes different colors.
1 code implementation • COLING 2020 • Bei Yu, Jun Wang, Lu Guo, Yingya Li
By comparing the claims made in a press release with the corresponding claims in the original research paper, we found that 22{\%} of press releases made exaggerated causal claims from correlational findings in observational studies.
no code implementations • ECCV 2020 • Wanli Chen, Xinge Zhu, Ruoqi Sun, Junjun He, Ruiyu Li, Xiaoyong Shen, Bei Yu
Then we use these rank-1 tensors to recover the high-rank context features through our proposed tensor reconstruction module (TRM).
no code implementations • ECCV 2020 • Ran Chen, Yong liu, Mengdan Zhang, Shu Liu, Bei Yu, Yu-Wing Tai
Anchor free methods have defined the new frontier in state-of-the-art object detection researches where accurate bounding box estimation is the key to the success of these methods.
no code implementations • 8 Jul 2020 • Haocheng Li, Satwik Patnaik, Abhrajit Sengupta, Hao-Yu Yang, Johann Knechtel, Bei Yu, Evangeline F. Y. Young, Ozgur Sinanoglu
The notion of integrated circuit split manufacturing which delegates the front-end-of-line (FEOL) and back-end-of-line (BEOL) parts to different foundries, is to prevent overproduction, piracy of the intellectual property (IP), or targeted insertion of hardware Trojans by adversaries in the FEOL facility.
no code implementations • 16 Dec 2019 • Haoyu Yang, Wei Zhong, Yuzhe ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu
VLSI mask optimization is one of the most critical stages in manufacturability aware design, which is costly due to the complicated mask optimization and lithography simulation.
1 code implementation • 12 Dec 2019 • Haoyu Yang, Wen Chen, Piyush Pathak, Frank Gennari, Ya-Chieh Lai, Bei Yu
The tool currently supports both metal layer and via layer generation.
no code implementations • IJCNLP 2019 • Bei Yu, Yingya Li, Jun Wang
We then applied the prediction model to measure the causal language use in the research conclusions of about 38, 000 observational studies in PubMed.
no code implementations • 25 Jun 2019 • Kang Liu, Hao-Yu Yang, Yuzhe ma, Benjamin Tan, Bei Yu, Evangeline F. Y. Young, Ramesh Karri, Siddharth Garg
There is substantial interest in the use of machine learning (ML) based techniques throughout the electronic computer-aided design (CAD) flow, particularly those based on deep learning.
1 code implementation • 27 Dec 2018 • Husheng Zhou, Wei Li, Yuankun Zhu, Yuqun Zhang, Bei Yu, Lingming Zhang, Cong Liu
Furthermore, DeepBillboard is sufficiently robust and resilient for generating physical-world adversarial billboard tests for real-world driving under various weather conditions.
no code implementations • 1 Sep 2018 • Xiaowei Xu, Xinyi Zhang, Bei Yu, X. Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi
The 55th Design Automation Conference (DAC) held its first System Design Contest (SDC) in 2018.
no code implementations • COLING 2018 • Shi Yuan, Bei Yu
This study evaluates the performance of four information extraction tools (extractors) on identifying health claims in health news headlines.
no code implementations • 26 Jul 2018 • Yuzhe Ma, Ran Chen, Wei Li, Fanhua Shang, Wenjian Yu, Minsik Cho, Bei Yu
To address this issue, various approximation techniques have been investigated, which seek for a light weighted network with little performance degradation in exchange of smaller model size or faster inference.
no code implementations • 23 Jul 2018 • Qianru Zhang, Meng Zhang, Tinghuan Chen, Zhifei Sun, Yuzhe ma, Bei Yu
We propose a taxonomy in terms of three levels, i. e.~structure level, algorithm level, and implementation level, for acceleration methods.
1 code implementation • 18 Jul 2018 • Yuzhe Ma, Subhendu Roy, Jin Miao, Jiamin Chen, Bei Yu
In spite of maturity to the modern electronic design automation (EDA) tools, optimized designs at architectural stage may become sub-optimal after going through physical design flow.
no code implementations • 13 Jul 2018 • Haoyu Yang, Shuhe Li, Cyrus Tabery, Bingqing Lin, Bei Yu
Layout hotpot detection is one of the main steps in modern VLSI design.
no code implementations • WS 2017 • Yingya Li, Jieke Zhang, Bei Yu
The discrepancy between science and media has been affecting the effectiveness of science communication.