no code implementations • 19 Mar 2024 • Mingqi Shao, Feng Xiong, Hang Zhang, Shuang Yang, Mu Xu, Wei Bian, Xueqian Wang
The global stage obtains a continuous representation of the entire scene while the focal stage decomposes the scene into multiple blocks and further processes them with distinct sub-encoders.
no code implementations • 14 Apr 2022 • Wanyu Xu, Zengmao Wang, Wei Bian
Pseudo-labelling is a popular technique in unsuper-vised domain adaptation for semantic segmentation.
no code implementations • 7 Apr 2020 • Maoying Qiao, Tongliang Liu, Jun Yu, Wei Bian, DaCheng Tao
To alleviate this problem, in this paper, a repulsiveness-encouraging prior is introduced among mixing components and a diversified EPCA mixture (DEPCAM) model is developed in the Bayesian framework.
no code implementations • 6 Apr 2020 • Maoying Qiao, Jun Yu, Wei Bian, DaCheng Tao
Specifically, an HMRNet is reorganized into a hierarchical structure with homogeneous networks as its layers and heterogeneous links connecting them.
no code implementations • 2 Apr 2020 • Wenjing Li, Wei Bian
By constructing a smoothing function for the cardinality function, we propose a projected neural network and design a correction method for solving this problem.
no code implementations • 17 Apr 2019 • Qiang Li, Bo Xie, Jane You, Wei Bian, DaCheng Tao
In this paper, we present correlated logistic (CorrLog) model for multilabel image classification.
no code implementations • 5 Apr 2019 • Maoying Qiao, Wei Bian, Richard Yida Xu, DaCheng Tao
While the first-order Hidden Markov Models (HMM) provides a fundamental approach for unsupervised sequential labeling, the basic model does not show satisfying performance when it is directly applied to real world problems, such as part-of-speech tagging (PoS tagging) and optical character recognition (OCR).
Optical Character Recognition Optical Character Recognition (OCR) +3
no code implementations • 5 Apr 2019 • Maoying Qiao, Jun Yu, Wei Bian, Qiang Li, DaCheng Tao
Stochastic block models (SBMs) have been playing an important role in modeling clusters or community structures of network data.
no code implementations • CVPR 2016 • Qiang Li, Maoying Qiao, Wei Bian, DaCheng Tao
Multi-label image classification aims to predict multiple labels for a single image which contains diverse content.
no code implementations • 15 Aug 2012 • Wei Bian, DaCheng Tao
The obtained lower bound of the generalization discrimination power overcomes both limitations of the classical result, i. e., it is applicable when $D$ and $N$ are proportionally large and provides a quantitative description of the generalization ability of FLDA in terms of the ratio $\gamma=D/N$ and the population discrimination power.
no code implementations • NeurIPS 2009 • Wei Bian, DaCheng Tao
In this paper, we study the manifold regularization for the Sliced Inverse Regression (SIR).