no code implementations • CVPR 2021 • Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Yu-Cheng Chang, Tsung-Lin Tsou, Yu-An Wang, Winston H. Hsu
Dense depth estimation plays a key role in multiple applications such as robotics, 3D reconstruction, and augmented reality.
no code implementations • 3 Mar 2021 • Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Yu-Cheng Chang, Tsung-Lin Tsou, Yu-An Wang, Winston H. Hsu
Dense depth estimation plays a key role in multiple applications such as robotics, 3D reconstruction, and augmented reality.
1 code implementation • EMNLP 2020 • Yu-An Wang, Yun-Nung Chen
This paper focuses on providing a new insight of pre-trained position embeddings through feature-level analysis and empirical experiments on most of iconic NLP tasks.
no code implementations • ICLR 2021 • Paul Pu Liang, Manzil Zaheer, Yu-An Wang, Amr Ahmed
In this paper, we design a simple and efficient embedding algorithm that learns a small set of anchor embeddings and a sparse transformation matrix.
1 code implementation • 24 Feb 2020 • Yun Hui Lin, Dongdong He, Yu-An Wang, Loo Hay Lee
Motivated by a real case in Singapore, we consider a POP-Locker Alliance who operates a set of POP-stations and wishes to improve the last-mile delivery by opening new locker facilities.
Optimization and Control
no code implementations • 19 Jan 2020 • Ray-Bing Chen, Yu-An Wang, C. F. Jeff Wu
Then it utilizes a model-guided selection criterion to identify a new point from a candidate set for function evaluation.
1 code implementation • NeurIPS 2019 • Yu-An Wang, Michael Tarr, Leila Wehbe
Encoding models based on task features predict activity in different regions across the whole brain.
no code implementations • 29 Oct 2019 • Rui Fan, Yu-An Wang, Lei Qiao, Ruiwen Yao, Peng Han, Weidong Zhang, Ioannis Pitas, Ming Liu
This linear model is then utilized to reduce the redundant information in the left and right road images.
no code implementations • 15 Oct 2019 • Hong Wen, Jing Zhang, Yu-An Wang, Fuyu Lv, Wentian Bao, Quan Lin, Keping Yang
Although existing methods, typically built on the user sequential behavior path ``impression$\to$click$\to$purchase'', is effective for dealing with SSB issue, they still struggle to address the DS issue due to rare purchase training samples.
no code implementations • 18 Feb 2019 • Yu-An Wang, Yang Yu, Ming Liu
Finally, we extend the Sort algorithm with this instance framework to realize tracking in the 3D LiDAR point cloud data.
no code implementations • 31 Oct 2018 • Yu-An Wang, Yu-Kai Huang, Tzu-Chuan Lin, Shang-Yu Su, Yun-Nung Chen
Automatic melody generation has been a long-time aspiration for both AI researchers and musicians.
1 code implementation • 17 Sep 2018 • Peng Yun, Lei Tai, Yu-An Wang, Chengju Liu, Ming Liu
Inspired by the recent use of focal loss in image-based object detection, we extend this hard-mining improvement of binary cross entropy to point-cloud-based object detection and conduct experiments to show its performance based on two different 3D detectors: 3D-FCN and VoxelNet.
no code implementations • 13 Sep 2018 • Laramie Paxton, Yufeng Cao, Kevin R. Vixie, Yu-An Wang, Brian Hobbs, Chaan Ng
We normalize the data and perimeter terms in the functional to expedite the graph cut without having to optimize the scaling parameter $\lambda$.
3 code implementations • 17 Jul 2018 • Yu-An Wang, Tianyue Shi, Peng Yun, Lei Tai, Ming Liu
We take the spherical image, which is transformed from the 3D LiDAR point clouds, as input of the convolutional neural networks (CNNs) to predict the point-wise semantic map.
no code implementations • ICLR 2018 • Xun Zheng, Manzil Zaheer, Amr Ahmed, Yu-An Wang, Eric P. Xing, Alexander J. Smola
Long Short-Term Memory (LSTM) is one of the most powerful sequence models.
no code implementations • COLING 2016 • Yang Xiao, Yu-An Wang, Hangyu Mao, Zhen Xiao
Accurate prediction of user attributes from social media is valuable for both social science analysis and consumer targeting.
no code implementations • 2 Nov 2016 • Bo Wang, Yanshu Yu, Yu-An Wang
Instead of studying the properties of social relationship from an objective view, in this paper, we focus on individuals' subjective and asymmetric opinions on their interrelationships.
no code implementations • 2 Nov 2016 • Bo Wang, Yingjun Sun, Yu-An Wang
With statistical analysis on Enron email dataset, we find that individuals' opinions (measured by interactive language features) on their interrelationship are related to some of their important structural context in social network.
no code implementations • 12 May 2016 • Yu-An Wang, Guy Carrault, Alain Beuchee, Nathalie Costet, Huazhong Shu, Lotfi Senhadji
The objective of this paper was to determine if HRV, respiration and their relationships help to diagnose infection in premature infants via non-invasive ways in NICU.