default author photo

Jie Yang

Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition

China

SCHOLARLY PAPERS

11

DOWNLOADS

721

TOTAL CITATIONS

1

Scholarly Papers (11)

1.

Diabetic Retinopathy Lesion Segmentation Using Deep Multi-Scale Framework

Number of pages: 14 Posted: 22 Mar 2023
Tianjiao Guo, Jie Yang and Qi Yu
Shanghai Jiao Tong University (SJTU), Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition and Shanghai Jiao Tong University (SJTU)
Downloads 191 (411,650)

Abstract:

Loading...

Retinal image, Convolutional neural network (CNN), Segmentation, Diabetic retinopathy (DR)

2.

Online Lidar-Camera Extrinsic Parameters Self-Checking

Number of pages: 24 Posted: 08 Sep 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition and Shanghai Jiao Tong University (SJTU)
Downloads 105 (674,591)

Abstract:

Loading...

self-check, camera, LiDAR, Neural Network

3.

Respiratory Sound Classification by Applying Deep Neural Network with a Blocking Variable

Number of pages: 21 Posted: 09 May 2022
Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition
Downloads 94 (720,278)
Citation 1

Abstract:

Loading...

Deep neural network, Blocking variable, Mix-up data augmentation within the blocks, Respiratory sound classification

A Quantitative Study of Relationship between Pulmonary Nodule Malignancy and Surrounding Pleurae, Airways and Vessels

Number of pages: 35 Posted: 07 Jan 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Guizhou University, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) - Shanghai Chest Hospital and affiliation not provided to SSRN
Downloads 42 (1,183,247)

Abstract:

Loading...

pulmonary nodule, Airway, Vessel, Pleura, Chest CT, Computer-assisted analysis

A Quantitative Study of Relationship between Pulmonary Nodule Malignancy and Surrounding Pleurae, Airways and Vessels

Number of pages: 35 Posted: 31 Jan 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Guizhou University, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) - Shanghai Chest Hospital and affiliation not provided to SSRN
Downloads 29 (1,371,100)

Abstract:

Loading...

Pulmonary nodule, Airway, Vessel, Pleura, Chest CT

5.

Depth Prior-Based Stable Tensor Decomposition for Video Snow Removal

Number of pages: 17 Posted: 19 Jul 2023
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Xinjiang University, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition and Auckland University of Technology
Downloads 64 (924,743)

Abstract:

Loading...

Video desnowing, DP-STD, Depth prior, Mimesis

6.

Improving the Adversarial Robustness of Quantized Neural Networks Via Exploiting the Feature Diversity

Number of pages: 7 Posted: 10 Jan 2022
affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition and Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition
Downloads 63 (933,592)

Abstract:

Loading...

quantized neural networks, adversarial robustness, orthogonal regularization, feature diversity

7.

Cota-Motion: Controllable Image-to-Video Synthesis with Dense Semantic Trajectories

Number of pages: 9 Posted: 19 Jul 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Shanghai Aerospace Control Technology Institute and Shanghai Jiao Tong University (SJTU)
Downloads 54 (1,020,567)

Abstract:

Loading...

Artificial intelligence, Image-to-video(I2V), Controllable Video Generation, Motion Transfer, Motion Representation

Towards Robust Neural Networks Via Orthogonal Diversity

Number of pages: 52 Posted: 24 Jan 2023
Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, KU Leuven, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Huawei Technologies Co. Ltd, Huawei Technologies Co. Ltd, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition and Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition
Downloads 30 (1,356,108)

Abstract:

Loading...

model augmentation, orthogonality, margin-maximization, data augmentation, adversarial robustness

Towards Robust Neural Networks Via Orthogonal Diversity

Number of pages: 54 Posted: 07 Apr 2023
Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, KU Leuven, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Huawei Technologies Co. Ltd, Huawei Technologies Co. Ltd, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition and Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition
Downloads 20 (1,500,232)

Abstract:

Loading...

model augmentation, orthogonality, margin-maximization, data augmentation, Adversarial Robustness

9.

Multi-Head Ensemble of Smoothed Classifiers for Certified Robustness

Number of pages: 15 Posted: 20 Mar 2024
Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, KU Leuven, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition and Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition
Downloads 15 (1,500,778)

Abstract:

Loading...

adversarial learning, certified robustness, randomized smoothing, ensemble, co-teaching, self-paced learning

10.

Decision Boundary-Aware Maximum Mean Discrepancy Learning for Domain Adaptation

Number of pages: 31 Posted: 01 May 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Ecole Centrale de Lyon and Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition
Downloads 8 (1,561,096)

Abstract:

Loading...

Domain Adaptation, Decision Boundary, Distribution Alignment

11.

CD-NGP: A Fast Scalable Continual Representation for Dynamic Scenes

Number of pages: 38 Posted: 17 Apr 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Zhejiang Normal University, Zhejiang Normal University, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Jiangxi University of Finance and Economics, Jiangxi University of Finance and Economics and Shanghai Jiao Tong University (SJTU)
Downloads 6 (1,566,597)

Abstract:

Loading...

Continual learning, Dynamic novel view synthesis, Neural radiance field