Accelerating Inference of Networks in the Frequency Domain

Authors: Zhao, Chenqiu, Dong, Guanfang, Basu, Anup

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2410.04342

Deep Clustering via Distribution Learning

Authors: Dong, Guanfang, Tan, Zijie, Zhao, Chenqiu, Basu, Anup

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2408.03407

Bridging Distribution Learning and Image Clustering in High-Dimensional Space

Authors: Dong, Guanfang, Zhao, Chenqiu, Basu, Anup

Source: 2023 IEEE Virtual Conference on Communications (VCC) Virtual Conference on Communications (VCC), 2023 IEEE. :329-334 Nov, 2023

Relation: 2023 IEEE Virtual Conference on Communications (VCC)

Medical Image Denosing via Explainable AI Feature Preserving Loss

Authors: Dong, Guanfang, Basu, Anup

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2310.20101

Affine-Transformation-Invariant Image Classification by Differentiable Arithmetic Distribution Module

Authors: Tan, Zijie, Dong, Guanfang, Zhao, Chenqiu, Basu, Anup

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2309.00752

Is Deep Learning Network Necessary for Image Generation?

Authors: Zhao, Chenqiu, Dong, Guanfang, Basu, Anup

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2308.13612

Learning Distributions via Monte-Carlo Marginalization

Authors: Zhao, Chenqiu, Dong, Guanfang, Basu, Anup

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2308.06352

Learning Temporal Distribution and Spatial Correlation Towards Universal Moving Object Segmentation

Authors: Dong, Guanfang, Zhao, Chenqiu, Pan, Xichen, Basu, Anup

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2304.09949

Frequency Regularization: Restricting Information Redundancy of Convolutional Neural Networks

Authors: Zhao, Chenqiu, Dong, Guanfang, Zhang, Shupei, Tan, Zijie, Basu, Anup

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2304.07973

SPGNet: Spatial Projection Guided 3D Human Pose Estimation in Low Dimensional Space

Authors: Wang, Zihan, Chen, Ruimin, Liu, Mengxuan, Dong, Guanfang, Basu, Anup

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2206.01867

Example Perplexity

Authors: Zhang, Nevin L., Xie, Weiyan, Lin, Zhi, Dong, Guanfang, Li, Xiao-Hui, Cao, Caleb Chen, Wang, Yunpeng

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2203.08813

Unsupervised Face Frontalization GAN Driven by 3D Rotation and Symmetric Filling
3rd International conference on smart multimedia, ICSM 2022

Authors: Dong, Guanfang, Basu, Anup

Source: Lecture notes in computer science. 13497:59-74

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN608208614&indx=1&recIds=ETOCCN608208614

MoCap Trajectory-Based Animation Synthesis and Perplexity Driven Compression
3rd International conference on smart multimedia, ICSM 2022

Authors: Dong, Guanfang, Basu, Anup

Source: Lecture notes in computer science. 13497:419-429

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN608208870&indx=1&recIds=ETOCCN608208870

SPGNet: Spatial Projection Guided 3D Human Pose Estimation in Low Dimensional Space
3rd International conference on smart multimedia, ICSM 2022

Authors: Wang, Zihan, Chen, Ruimin, Liu, Mengxuan, Dong, Guanfang, Basu, Anup

Source: Lecture notes in computer science. 13497:41-58

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN608208609&indx=1&recIds=ETOCCN608208609

GradXcepUNet: Explainable AI Based Medical Image Segmentation
3rd International conference on smart multimedia, ICSM 2022

Authors: Kaur, Amandeep, Dong, Guanfang, Basu, Anup

Source: Lecture notes in computer science. 13497:174-188

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN608208699&indx=1&recIds=ETOCCN608208699

Real-time Street Human Motion Capture

Authors: Chen, Yanquan, Yang, Fei, Lang, Tianyu, Dong, Guanfang, Basu, Anup

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2112.11543

Frequency Regularization: Reducing Information Redundancy in Convolutional Neural Networks

Authors: Zhao, Chenqiu, Dong, Guanfang, Zhang, Shupei, Tan, Zijie, Basu, Anup

Source: IEEE access. 11:106793-106802

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100195564984.0x000001&indx=1&recIds=ETOCvdc_100195564984.0x000001

Background Subtraction Based on Principal Motion for a Freely Moving Camera
2nd International conference on Smart multimedia

Authors: Ma, Yingnan, Dong, Guanfang, Zhao, Chenqiu, Basu, Anup, Wu, Zhengjiang

Source: Lecture notes in computer science. 12015:67-80

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN606273598&indx=1&recIds=ETOCCN606273598

Feature-Guided CNN for Denoising Images From Portable Ultrasound Devices

Authors: Dong, Guanfang, Ma, Yingnan, Basu, Anup

Source: IEEE access. 9:28272-28281

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100117621710.0x000001&indx=1&recIds=ETOCvdc_100117621710.0x000001

A Complete Review on Image Denoising Techniques for Medical Images.

Authors: Kaur, Amandeep¹, amandeep022btit18@igdtuw.ac.in, Dong, Guanfang²

Source: Neural Processing Letters; Dec2023, Vol. 55 Issue 6, p7807-7850, 44p