no code implementations • 12 Nov 2013 • Jianbo Ye
Many researches have been devoted to learn a Mahalanobis distance metric, which can effectively improve the performance of kNN classification.
2 code implementations • 30 Sep 2015 • Jianbo Ye, Panruo Wu, James Z. Wang, Jia Li
In a variety of research areas, the weighted bag of vectors and the histogram are widely used descriptors for complex objects.
1 code implementation • 5 Aug 2016 • Yukun Chen, Jianbo Ye, Jia Li
We refer to such HMMs as Gaussian mixture model-HMM (GMM-HMM).
1 code implementation • 4 Jan 2017 • Jianbo Ye, Jia Li, Michelle G. Newman, Reginald B. Adams, Jr., James Z. Wang
We proposed a probabilistic approach to joint modeling of participants' reliability and humans' regularity in crowdsourced affective studies.
no code implementations • ACL 2017 • Jianbo Ye, Yan-ran Li, Zhaohui Wu, James Z. Wang, Wenjie Li, Jia Li
The new clustering method is easy to use and consistently outperforms other methods on a variety of data sets.
no code implementations • 12 Nov 2017 • Yukun Chen, Jianbo Ye, Jia Li
This distance quantifies the dissimilarity of GMM-HMMs by measuring both the difference between the two marginal GMMs and that between the two transition matrices.
1 code implementation • 19 Dec 2017 • Jianbo Ye
This short article presents a new implementation for decision trees.
Data Structures and Algorithms
no code implementations • 19 Jan 2018 • Chen Liang, Jianbo Ye, Han Zhao, Bart Pursel, C. Lee Giles
Strict partial order is a mathematical structure commonly seen in relational data.
3 code implementations • ICLR 2018 • Jianbo Ye, Xin Lu, Zhe Lin, James Z. Wang
Model pruning has become a useful technique that improves the computational efficiency of deep learning, making it possible to deploy solutions in resource-limited scenarios.
no code implementations • 25 Feb 2018 • Xinye Zheng, Jianbo Ye, Yukun Chen, Stephen Wistar, Jia Li, Jose A. Piedra-Fernández, Michael A. Steinberg, James Z. Wang
Meteorologists use shapes and movements of clouds in satellite images as indicators of several major types of severe storms.
4 code implementations • EMNLP 2018 • Wei Zhao, Jianbo Ye, Min Yang, Zeyang Lei, Suofei Zhang, Zhou Zhao
In this study, we explore capsule networks with dynamic routing for text classification.
Ranked #7 on Sentiment Analysis on MR
1 code implementation • 28 Aug 2018 • Yu Luo, Jianbo Ye, Reginald B. Adams, Jr., Jia Li, Michelle G. Newman, James Z. Wang
A system to model the emotional expressions based on bodily movements, named ARBEE (Automated Recognition of Bodily Expression of Emotion), has also been developed and evaluated.
no code implementations • IEEE Transactions on Cybernetics 2020 • Wei Zhao, Benyou Wang, Min Yang, Jianbo Ye, Zhou Zhao, Xiaojun Chen, and Ying Shen
Movie recommendation systems provide users with ranked lists of movies based on individual’s preferences and constraints.
no code implementations • 16 Mar 2024 • Ziqi Lu, Jianbo Ye, Xiaohan Fei, Xiaolong Li, Jiawei Mo, Ashwin Swaminathan, Stefano Soatto
Neural Radiance Field (NeRF), as an implicit 3D scene representation, lacks inherent ability to accommodate changes made to the initial static scene.