no code implementations • ICLR 2019 • Qianxiao Li, Bo Lin, Weiqing Ren
The committor function is a central object of study in understanding transitions between metastable states in complex systems.
no code implementations • 23 Apr 2024 • Bo Lin, Yingjing Xu, Xuanwen Bao, Zhou Zhao, Zuyong Zhang, Zhouyang Wang, Jie Zhang, Shuiguang Deng, Jianwei Yin
With the continuous advancement of vision language models (VLMs) technology, remarkable research achievements have emerged in the dermatology field, the fourth most prevalent human disease category.
no code implementations • 9 Apr 2024 • Bo Lin, Weiqing Ren
In this work, we propose a deep learning method with two novel adaptive sampling schemes (I and II).
no code implementations • 8 Apr 2024 • Bo Lin, Yangzheng Zhong, Weiqing Ren
In fact, computing the transition pathway is a challenging task for complex and high-dimensional systems.
no code implementations • 8 Apr 2024 • Su-Xi Yu, Jing-Yuan He, Yi Wang, Yu-Jiao Cai, Jun Yang, Bo Lin, Wei-Bin Yang, Jian Ruan
Graves' disease is a common condition that is diagnosed clinically by determining the smoothness of the thyroid texture and its morphology in ultrasound images.
no code implementations • 26 Mar 2024 • Bo Lin, Chuanbin Zhao, Feifei Gao, Geoffrey Ye Li
Integrated sensing and communications (ISAC) has been deemed as a key technology for the sixth generation (6G) wireless communications systems.
no code implementations • 3 Nov 2023 • Dongqi Luo, Huihui Wu, Hongliang Luo, Bo Lin, Feifei Gao
In this paper, we consider the moving target sensing problem for integrated sensing and communication (ISAC) systems in clutter environment.
no code implementations • 20 Oct 2023 • Kexin Zhu, Bo Lin, Yang Qiu, Adam Yule, Yao Tang, Jiajun Liang
We introduce a high-performance fingerprint liveness feature extraction technique that secured first place in LivDet 2023 Fingerprint Representation Challenge.
no code implementations • 15 Aug 2023 • Bo Lin, Shoshanna Saxe, Timothy C. Y. Chan
Cycling stress assessment, which quantifies cyclists' perceived stress imposed by the built environment and motor traffics, increasingly informs cycling infrastructure planning and cycling route recommendation.
1 code implementation • 25 May 2023 • Yige Yuan, Bingbing Xu, Bo Lin, Liang Hou, Fei Sun, HuaWei Shen, Xueqi Cheng
The generalization of neural networks is a central challenge in machine learning, especially concerning the performance under distributions that differ from training ones.
no code implementations • 11 Jan 2023 • Zhijin Qin, Feifei Gao, Bo Lin, Xiaoming Tao, Guangyi Liu, Chengkang Pan
This article introduces a framework for generalized semantic communication system, which exploits the semantic information in both the multimodal source and the wireless channel environment.
1 code implementation • 26 Oct 2022 • Zhi Lv, Bo Lin, Siyuan Liang, Lihua Wang, Mochen Yu, Yao Tang, Jiajun Liang
We present a simple domain generalization baseline, which wins second place in both the common context generalization track and the hybrid context generalization track respectively in NICO CHALLENGE 2022.
no code implementations • 20 Sep 2022 • Timothy C. Y. Chan, Bo Lin, Shoshanna Saxe
We prove bounds on the optimality gap of the generated leader decision as measured by the original objective that considers the full follower set.
1 code implementation • 26 Jul 2022 • Jiajun Liang, Linze Li, Zhaodong Bing, Borui Zhao, Yao Tang, Bo Lin, Haoqiang Fan
This paper proposes an efficient self-distillation method named Zipf's Label Smoothing (Zipf's LS), which uses the on-the-fly prediction of a network to generate soft supervision that conforms to Zipf distribution without using any contrastive samples or auxiliary parameters.
no code implementations • 12 Jul 2022 • Bo Lin, Feifei Gao, Yong Zhang, Chengkang Pan, Guangyi Liu
In this paper, we proposed a multi-camera view based proactive BS selection and beam switching that can predict the optimal BS of the user in the future frame and switch the corresponding beam pair.
no code implementations • 22 Oct 2021 • Bo Lin, Qianxiao Li, Weiqing Ren
The potential component of the decomposition gives the generalized potential.
no code implementations • 18 Jan 2021 • Bo Lin, Feifei Gao, Shun Zhang, Ting Zhou, Ahmed Alkhateeb
A critical bottleneck of massive multiple-input multiple-output (MIMO) system is the huge training overhead caused by downlink transmission, like channel estimation, downlink beamforming and covariance observation.
no code implementations • 13 Dec 2020 • Bo Lin, Qianxiao Li, Weiqing Ren
The quasipotential is a natural generalization of the concept of energy functions to non-equilibrium systems.
no code implementations • 5 Oct 2020 • Bo Lin, Bissan Ghaddar, Jatin Nathwani
The past decade has seen a rapid penetration of electric vehicles (EV) in the market, more and more logistics and transportation companies start to deploy EVs for service provision.
no code implementations • 14 Jul 2020 • Rui Zhu, Bo Lin, Haixu Tang
In this paper, we present the first method to estimate the upper bound of the number of linear regions in any sphere in the input space of a given ReLU neural network.
1 code implementation • 13 Nov 2019 • Wonjun Lee, Wuchen Li, Bo Lin, Anthea Monod
We study the problem of optimal transport in tropical geometry and define the Wasserstein-$p$ distances in the continuous metric measure space setting of the tropical projective torus.
Optimization and Control Metric Geometry Statistics Theory Statistics Theory
no code implementations • 14 Jun 2019 • Qianxiao Li, Bo Lin, Weiqing Ren
The committor function is a central object of study in understanding transitions between metastable states in complex systems.
1 code implementation • 11 Jul 2017 • Bo Lin, Ngoc Mai Tran
Already for bivariate tropical polynomials, factorization is an NP-Complete problem.
Combinatorics
no code implementations • 14 Nov 2015 • Yanhong A. Liu, Jon Brandvein, Scott D. Stoller, Bo Lin
Object queries are essential in information seeking and decision making in vast areas of applications.