1 code implementation • ECCV 2020 • Ning Li, Yongqiang Zhao, Quan Pan, Seong G. Kong, Jonathan Cheung-Wai Chan
Zero-distribution prior embodies the zero-distribution of Angle of Polarization (AoP) of a road scene image, which provides a significant contrast between the road and the background.
no code implementations • 24 Apr 2024 • Lei Zheng, Ning li, Weinan Zhang, Yong Yu
Current recommendation systems are significantly affected by a serious issue of temporal data shift, which is the inconsistency between the distribution of historical data and that of online data.
no code implementations • 21 Mar 2024 • Zhao He, Maxim S. Elizarov, Ning li, Fei Xiang, Andrea Fratalocchi
Quantum artificial intelligence is a frontier of artificial intelligence research, pioneering quantum AI-powered circuits to address problems beyond the reach of deep learning with classical architectures.
no code implementations • 12 Mar 2024 • Shiqi Jiang, Ning li, Chen Shi, Liping Guo, Changbo Wang, Chenhui Li
To solve this problem, we construct an aesthetics assessment dataset of children's paintings and a model based on self-supervised learning.
no code implementations • 9 Feb 2024 • Tongda Xu, Ziran Zhu, Dailan He, Yuanyuan Wang, Ming Sun, Ning li, Hongwei Qin, Yan Wang, Jingjing Liu, Ya-Qin Zhang
In addition, we propose a new family of DIS using pure CM.
no code implementations • 9 Jan 2024 • Jiajun Liu, Siyuan Wang, Guangming Zhu, Liang Zhang, Ning li, Eryang Gao
We explore the performance of the model, including using styles randomly sampled from a prior normal distribution to generate images with various free-hand sketching styles, disentangling the painters' styles from known free-hand sketches to generate images with specific styles, and generating images of unknown classes that are not in the training set.
no code implementations • 8 Jan 2024 • Qi Wang, Fengchao Zhu, Guangming Zhu, Liang Zhang, Ning li, Eryang Gao
Gesture recognition is an indispensable component of natural and efficient human-computer interaction technology, particularly in desktop-level applications, where it can significantly enhance people's productivity.
1 code implementation • 6 Jan 2024 • Liangtao Shi, Bineng Zhong, Qihua Liang, Ning li, Shengping Zhang, Xianxian Li
Specifically, we utilize spatio-temporal tokens to propagate information between consecutive frames without focusing on updating templates.
no code implementations • 27 Dec 2023 • Xin Yuan, Ning li, Kang Wei, Wenchao Xu, Quan Chen, Hao Chen, Song Guo
The model segmentation without user mobility has been investigated deeply by previous works.
no code implementations • 26 Dec 2023 • Xin Yuan, Ning li, Tuo Zhang, Muqing Li, YuWen Chen, Jose Fernan Martinez Ortega, Song Guo
Specifically, when the mobile user has a large model inference task needed to be calculated in the NOMA-based MEC, it will take the energy consumption of both device and edge server and the inference latency into account to find the optimal model split strategy, subchannel allocation strategy (uplink and downlink), and transmission power allocation strategy (uplink and downlink).
no code implementations • 19 Oct 2023 • Jinglei Hao, Wukai Li, Binglu Wang, Shunzhou Wang, Yuting Lu, Ning li, Yongqiang Zhao
Backprojection networks have achieved promising super-resolution performance for nature images but not well be explored in the remote sensing image super-resolution (RSISR) field due to the high computation costs.
1 code implementation • 20 Aug 2023 • Jinghao Xin, Zhi Li, Yang Zhang, Ning li
Particle Swarm Optimization (PSO) has demonstrated efficacy in addressing static path planning problems.
1 code implementation • 7 May 2023 • Jinghao Xin, Jinwoo Kim, Zhi Li, Ning li
Meanwhile, the Sparrow simulator utilizes a 2D grid-based world, simplified kinematics, and conversion-free data flow to achieve a lightweight design.
Ranked #1 on Atari Games on Atari 2600 Pong
no code implementations • 8 Mar 2023 • Huaqing Wang, Junfeng Jing, Ning li, Weichuan Zhang, Chao Liu
In this work, the capability of the Gabor function to discriminate the intensity changes of step edges, L-shaped corners, Y-shaped or T-shaped corners, X-shaped corners, and star-shaped corners are investigated.
1 code implementation • ICCV 2023 • Zhenwei Zhu, Liying Yang, Ning li, Chaohao Jiang, Yanyan Liang
We empirically demonstrate on ShapeNet and confirm that our decoupled learning method is adaptable for unstructured multiple images.
Ranked #2 on 3D Object Reconstruction on Data3D−R2N2
no code implementations • 18 Feb 2023 • Hao Li, Li Li, Yunmeng Huang, Ning li, Yongtao Zhang
Few-shot learning (FSL) requires a model to classify new samples after learning from only a few samples.
no code implementations • 16 Feb 2023 • Malte J. Rasch, Charles Mackin, Manuel Le Gallo, An Chen, Andrea Fasoli, Frederic Odermatt, Ning li, S. R. Nandakumar, Pritish Narayanan, Hsinyu Tsai, Geoffrey W. Burr, Abu Sebastian, Vijay Narayanan
Analog in-memory computing (AIMC) -- a promising approach for energy-efficient acceleration of deep learning workloads -- computes matrix-vector multiplications (MVMs) but only approximately, due to nonidealities that often are non-deterministic or nonlinear.
1 code implementation • 13 Jan 2023 • Yudong Pan, Ning li, Yangsong Zhang, Peng Xu, Dezhong Yao
This study substantiates the feasibility of the proposed method to extend the data length for short-time SSVEP signals for developing a high-performance BCI system.
no code implementations • 9 Nov 2022 • Ning li, YuXuan Li, Jichao Jiao
Therefore, this paper proposes a multimodal remote sensing image registration method based on adaptive multi-scale PIIFD(AM-PIIFD).
1 code implementation • 4 Nov 2022 • Zhenwei Zhu, Liying Yang, Xuxin Lin, Chaohao Jiang, Ning li, Lin Yang, Yanyan Liang
Deep learning technology has made great progress in multi-view 3D reconstruction tasks.
no code implementations • 3 Oct 2022 • Dongqiang Yang, Ning li, Li Zou, Hongwei Ma
To improve vector space models in deriving semantic similarity, we post-process neural word embeddings through deep metric learning, through which we can inject lexical-semantic relations, including syn/antonymy and hypo/hypernymy, into a distributional space.
no code implementations • 30 Sep 2022 • Dongqiang Yang, Pikun Wang, Xiaodong Sun, Ning li
By comparing various Vector Space Models in detecting synonyms in TOEFL, we systematically study the salience of syntactic dependencies in accounting for distributional similarity.
no code implementations • 14 Jul 2022 • Geethan Karunaratne, Michael Hersche, Jovin Langenegger, Giovanni Cherubini, Manuel Le Gallo-Bourdeau, Urs Egger, Kevin Brew, Sam Choi, INJO OK, Mary Claire Silvestre, Ning li, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, Luca Benini, Abu Sebastian, Abbas Rahimi
We demonstrate for the first time how the EM unit can physically superpose multiple training examples, expand to accommodate unseen classes, and perform similarity search during inference, using operations on an IMC core based on phase-change memory (PCM).
no code implementations • 13 May 2022 • Deqing Zhai, Xiuju Fu, Xiao Feng Yin, Haiyan Xu, Wanbing Zhang, Ning li
In this study, a probability density-based approach for constructing trajectories is proposed and validated through an typical use-case application: Estimated Time of Arrival (ETA) prediction given origin-destination pairs.
no code implementations • 8 Apr 2022 • Deqing Zhai, Xiuju Fu, Xiao Feng Yin, Haiyan Xu, Wanbing Zhang, Ning li
In this study, a novel coordinative scheduling optimization approach is proposed to enhance port efficiency by reducing average wait time and turnaround time.
no code implementations • 8 Apr 2022 • Deqing Zhai, Xiuju Fu, Xiao Feng Yin, Haiyan Xu, Wanbing Zhang, Ning li
In this study, a novel coordinative scheduling optimization approach is proposed to enhance port efficiency by reducing weighted average turnaround time.
no code implementations • 8 Jan 2022 • Ling-Hao Chen, He Li, Wanyuan Zhang, Jianbin Huang, Xiaoke Ma, Jiangtao Cui, Ning li, Jaesoo Yoo
It remains a challenging task to jointly consider all different kinds of interactions and detect anomalous instances on multi-view attributed networks.
no code implementations • 26 Oct 2021 • Rongyuan Wu, Yongqiang Zhao, Ning li, Seong G. Kong
Division-of-focal-plane (DoFP) polarization imaging technical recently has been applied in many fields.
1 code implementation • 21 Jul 2021 • Ning li, Kaitao Jiang, Zhiheng Ma, Xing Wei, Xiaopeng Hong, Yihong Gong
Anomaly detection plays a key role in industrial manufacturing for product quality control.
Ranked #46 on Anomaly Detection on MVTec AD
no code implementations • 16 Feb 2021 • Ning li, Tao Li, Chunyu Hu, Kai Wang, Hong Kang
In ophthalmology, early fundus screening is an economic and effective way to prevent blindness caused by ophthalmic diseases.
1 code implementation • 7 Jan 2021 • Aite Zhao, Jianbo Li, Junyu Dong, Lin Qi, Qianni Zhang, Ning li, Xin Wang, Huiyu Zhou
In recent years, single modality based gait recognition has been extensively explored in the analysis of medical images or other sensory data, and it is recognised that each of the established approaches has different strengths and weaknesses.
2 code implementations • 7 Nov 2020 • Ning li, Bethany Keller, Mark Butler, Daniel Cer
We explore using T5 (Raffel et al. (2019)) to directly translate natural language questions into SQL statements.
no code implementations • 19 Oct 2020 • Long Chen, Feixiang Zhou, Shengke Wang, Junyu Dong, Ning li, Haiping Ma, Xin Wang, Huiyu Zhou
Moreover, inspired by the human education process that drives the learning from easy to hard concepts, we here propose the CMA training paradigm that first trains a clean detector which is free from the influence of noisy data.
1 code implementation • 28 Apr 2020 • Felipe Oviedo, Zekun Ren, Xue Hansong, Siyu Isaac Parker Tian, Kaicheng Zhang, Mariya Layurova, Thomas Heumueller, Ning li, Erik Birgersson, Shijing Sun, Benji Mayurama, Ian Marius Peters, Christoph J. Brabec, John Fisher III, Tonio Buonassisi
Novel photovoltaics, such as perovskites and perovskite-inspired materials, have shown great promise due to high efficiency and potentially low manufacturing cost.
Applied Physics
no code implementations • 10 Sep 2019 • Martin Shepperd, Yuchen Guo, Ning li, Mahir Arzoky, Andrea Capiluppi, Steve Counsell, Giuseppe Destefanis, Stephen Swift, Allan Tucker, Leila Yousefi
Objective: We investigate the incidence of errors in a sample of machine learning experiments in the domain of software defect prediction.
no code implementations • 9 Sep 2019 • Jie Fu, Xinran Zhong, Ning li, Ritchell Van Dams, John Lewis, Kyunghyun Sung, Ann C. Raldow, Jing Jin, X. Sharon Qi
The model built with handcrafted features achieved the mean area under the ROC curve (AUC) of 0. 64, while the one built with DL-based features yielded the mean AUC of 0. 73.
1 code implementation • 6 Sep 2018 • Ning li, Sai Kumar Arava, Chen Dong, Zhenyu Yan, Abhishek Pani
Customers are usually exposed to online digital advertisement channels, such as email marketing, display advertising, paid search engine marketing, along their way to purchase or subscribe products( aka.
1 code implementation • CVPR 2018 • Chao Li, Cheng Deng, Ning li, Wei Liu, Xinbo Gao, DaCheng Tao
In addition, we harness a self-supervised semantic network to discover high-level semantic information in the form of multi-label annotations.
no code implementations • 14 Dec 2017 • Ning Li, Haopeng Liu, Bin Qiu, Wei Guo, Shijun Zhao, Kungang Li, Jie He
This paper proposes a novel and efficient method to build a Computer-Aided Diagnoses (CAD) system for lung nodule detection based on Computed Tomography (CT).