Alert button
Picture for Zhangyang Wang

Zhangyang Wang

Alert button

Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served patient populations

Jan 29, 2023
Mingquan Lin, Yuyun Xiao, Bojian Hou, Tingyi Wanyan, Mohit Manoj Sharma, Zhangyang Wang, Fei Wang, Sarah Van Tassel, Yifan Peng

Figure 1 for Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served patient populations
Figure 2 for Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served patient populations
Figure 3 for Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served patient populations
Figure 4 for Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served patient populations
Viaarxiv icon

Theoretical Characterization of How Neural Network Pruning Affects its Generalization

Jan 05, 2023
Hongru Yang, Yingbin Liang, Xiaojie Guo, Lingfei Wu, Zhangyang Wang

Figure 1 for Theoretical Characterization of How Neural Network Pruning Affects its Generalization
Figure 2 for Theoretical Characterization of How Neural Network Pruning Affects its Generalization
Figure 3 for Theoretical Characterization of How Neural Network Pruning Affects its Generalization
Figure 4 for Theoretical Characterization of How Neural Network Pruning Affects its Generalization
Viaarxiv icon

Sharper analysis of sparsely activated wide neural networks with trainable biases

Jan 01, 2023
Hongru Yang, Ziyu Jiang, Ruizhe Zhang, Zhangyang Wang, Yingbin Liang

Figure 1 for Sharper analysis of sparsely activated wide neural networks with trainable biases
Viaarxiv icon

Symbolic Visual Reinforcement Learning: A Scalable Framework with Object-Level Abstraction and Differentiable Expression Search

Dec 30, 2022
Wenqing Zheng, S P Sharan, Zhiwen Fan, Kevin Wang, Yihan Xi, Zhangyang Wang

Viaarxiv icon

You Can Have Better Graph Neural Networks by Not Training Weights at All: Finding Untrained GNNs Tickets

Dec 07, 2022
Tianjin Huang, Tianlong Chen, Meng Fang, Vlado Menkovski, Jiaxu Zhao, Lu Yin, Yulong Pei, Decebal Constantin Mocanu, Zhangyang Wang, Mykola Pechenizkiy, Shiwei Liu

Figure 1 for You Can Have Better Graph Neural Networks by Not Training Weights at All: Finding Untrained GNNs Tickets
Figure 2 for You Can Have Better Graph Neural Networks by Not Training Weights at All: Finding Untrained GNNs Tickets
Figure 3 for You Can Have Better Graph Neural Networks by Not Training Weights at All: Finding Untrained GNNs Tickets
Figure 4 for You Can Have Better Graph Neural Networks by Not Training Weights at All: Finding Untrained GNNs Tickets
Viaarxiv icon

Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances

Dec 06, 2022
Ajay Jaiswal, Tianlong Chen, Justin F. Rousseau, Yifan Peng, Ying Ding, Zhangyang Wang

Figure 1 for Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances
Figure 2 for Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances
Figure 3 for Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances
Figure 4 for Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances
Viaarxiv icon

StegaNeRF: Embedding Invisible Information within Neural Radiance Fields

Dec 03, 2022
Chenxin Li, Brandon Y. Feng, Zhiwen Fan, Panwang Pan, Zhangyang Wang

Figure 1 for StegaNeRF: Embedding Invisible Information within Neural Radiance Fields
Figure 2 for StegaNeRF: Embedding Invisible Information within Neural Radiance Fields
Figure 3 for StegaNeRF: Embedding Invisible Information within Neural Radiance Fields
Figure 4 for StegaNeRF: Embedding Invisible Information within Neural Radiance Fields
Viaarxiv icon

NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views

Nov 29, 2022
Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Yi Wang, Zhangyang Wang

Figure 1 for NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views
Figure 2 for NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views
Figure 3 for NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views
Figure 4 for NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views
Viaarxiv icon