Yunhao Ge

According to our database, Yunhao Ge authored at least 34 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A collective AI via lifelong learning and sharing at the edge.

Andrea Soltoggio, Eseoghene Ben-Iwhiwhu, Vladimir Braverman, Eric Eaton, Benjamin Epstein, Yunhao Ge, Lucy Halperin, Jonathan P. How, Laurent Itti, Michael A. Jacobs, Pavan Kantharaju, Long Le, Steven Lee, Xinran Liu, Sildomar T. Monteiro, David Musliner, Saptarshi Nath, Priyadarshini Panda, Christos Peridis, Hamed Pirsiavash, Vishwa S. Parekh, Kaushik Roy, Shahaf S. Shperberg, Hava T. Siegelmann, Peter Stone, Kyle Vedder, Jingfeng Wu, Lin Yang, Guangyao Zheng, Soheil Kolouri

Nat. Mac. Intell., 2024

BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation.

Yunhao Ge, Yihe Tang, Jiashu Xu, Cem Gokmen, Chengshu Li, Wensi Ai, Benjamin Jose Martinez, Arman Aydin, Mona Anvari, Ayush K. Chakravarthy, Hong-Xing Yu, Josiah Wong, Sanjana Srivastava, Sharon Lee, Shengxin Zha, Laurent Itti, Yunzhu Li, Roberto Martín-Martín, Miao Liu, Pengchuan Zhang, Ruohan Zhang, Li Fei-Fei, Jiajun Wu

CoRR, 2024

Robustness Analysis on Foundational Segmentation Models.

Madeline Chantry Schiappa, Shehreen Azad, Sachidanand VS, Yunhao Ge, Ondrej Miksik, Yogesh S. Rawat, Vibhav Vineet

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation.

Yunhao Ge, Xiaohui Zeng, Jacob Samuel Huffman, Tsung-Yi Lin, Ming-Yu Liu, Yin Cui

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation.

Yunhao Ge, Yihe Tang, Jiashu Xu, Cem Gokmen, Chengshu Li, Wensi Ai, Benjamin Jose Martinez, Arman Aydin, Mona Anvari, Ayush K. Chakravarthy, Hong-Xing Yu, Josiah Wong, Sanjana Srivastava, Sharon Lee, Shengxin Zha, Laurent Itti, Yunzhu Li, Roberto Martín-Martín, Miao Liu, Pengchuan Zhang, Ruohan Zhang, Li Fei-Fei, Jiajun Wu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Lightweight Learner for Shared Knowledge Lifelong Learning.

Yunhao Ge, Yuecheng Li, Di Wu, Ao Xu, Adam M. Jones, Amanda Sofie Rios, Iordanis Fostiropoulos, Shixian Wen, Po-Hsuan Huang, Zachary William Murdock, Gozde Sahin, Shuo Ni, Kiran Lekkala, Sumedh Anand Sontakke, Laurent Itti

Trans. Mach. Learn. Res., 2023

Invariant Structure Learning for Better Generalization and Causal Explainability.

Yunhao Ge, Sercan Ö. Arik, Jinsung Yoon, Ao Xu, Laurent Itti, Tomas Pfister

Trans. Mach. Learn. Res., 2023

USC-DCT: A Collection of Diverse Classification Tasks.

Adam M. Jones, Gozde Sahin, Zachary William Murdock, Yunhao Ge, Ao Xu, Yuecheng Li, Di Wu, Shuo Ni, Po-Hsuan Huang, Kiran Lekkala, Laurent Itti

Data, 2023

DreamDistribution: Prompt Distribution Learning for Text-to-Image Diffusion Models.

Brian Nlong Zhao, Yuhang Xiao, Jiashu Xu, Xinyang Jiang, Yifan Yang, Dongsheng Li, Laurent Itti, Vibhav Vineet, Yunhao Ge

CoRR, 2023

Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentation.

Yunhao Ge, Jiashu Xu, Brian Nlong Zhao, Neel Joshi, Laurent Itti, Vibhav Vineet

CoRR, 2023

Robustness Analysis on Foundational Segmentation Models.

Madeline Chantry Schiappa, Sachidanand VS, Yunhao Ge, Ondrej Miksik, Yogesh S. Rawat, Vibhav Vineet

CoRR, 2023

Building One-class Detector for Anything: Open-vocabulary Zero-shot OOD Detection Using Text-image Models.

Yunhao Ge, Jie Ren, Jiaping Zhao, Kaifeng Chen, Andrew Gallagher, Laurent Itti, Balaji Lakshminarayanan

CoRR, 2023

Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization.

Yunhao Ge, Zhi Xu, Yao Xiao, Gan Xin, Yunkui Pang, Laurent Itti

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection.

Yunhao Ge, Hong-Xing Yu, Cheng Zhao, Yuliang Guo, Xinyu Huang, Liu Ren, Laurent Itti, Jiajun Wu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CLR: Channel-wise Lightweight Reprogramming for Continual Learning.

Yunhao Ge, Yuecheng Li, Shuo Ni, Jiaping Zhao, Ming-Hsuan Yang, Laurent Itti

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Improving Zero-shot Generalization and Robustness of Multi-Modal Models.

Yunhao Ge, Jie Ren, Andrew Gallagher, Yuxiao Wang, Ming-Hsuan Yang, Hartwig Adam, Laurent Itti, Balaji Lakshminarayanan, Jiaping Zhao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Beneficial Perturbation Network for Designing General Adaptive Artificial Intelligence Systems.

Shixian Wen, Amanda Rios, Yunhao Ge, Laurent Itti

IEEE Trans. Neural Networks Learn. Syst., 2022

EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation.

Yunhao Ge, Jiashu Xu, Brian Nlong Zhao, Laurent Itti, Vibhav Vineet

CoRR, 2022

DALL-E for Detection: Language-driven Context Image Synthesis for Object Detection.

Yunhao Ge, Jiashu Xu, Brian Nlong Zhao, Laurent Itti, Vibhav Vineet

CoRR, 2022

Contributions of Shape, Texture, and Color in Visual Recognition.

Yunhao Ge, Yao Xiao, Zhi Xu, Xingrui Wang, Laurent Itti

Proceedings of the Computer Vision - ECCV 2022, 2022

Neural-Sim: Learning to Generate Training Data with NeRF.

Yunhao Ge, Harkirat S. Behl, Jiashu Xu, Suriya Gunasekar, Neel Joshi, Yale Song, Xin Wang, Laurent Itti, Vibhav Vineet

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Zero-shot Synthesis with Group-Supervised Learning.

Yunhao Ge, Sami Abu-El-Haija, Gan Xin, Laurent Itti

Proceedings of the 9th International Conference on Learning Representations, 2021

A Peek Into the Reasoning of Neural Networks: Interpreting With Structural Visual Concepts.

Yunhao Ge, Yao Xiao, Zhi Xu, Meng Zheng, Srikrishna Karanam, Terrence Chen, Laurent Itti, Ziyan Wu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Pose Augmentation: Class-Agnostic Object Pose Transformation for Object Recognition.

Yunhao Ge, Jiaping Zhao, Laurent Itti

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Unpaired whole-body MR to CT synthesis with correlation coefficient constrained adversarial learning.

Yunhao Ge, Zhong Xue, Tuoyu Cao, Shu Liao

Proceedings of the Medical Imaging 2019: Image Processing, 2019

Synthesis and Inpainting-Based MR-CT Registration for Image-Guided Thermal Ablation of Liver Tumors.

Dongming Wei, Sahar Ahmad, Jiayu Huo, Wen Peng, Yunhao Ge, Zhong Xue, Pew-Thian Yap, Wentao Li, Dinggang Shen, Qian Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Unpaired Mr to CT Synthesis with Explicit Structural Constrained Adversarial Learning.

Yunhao Ge, Dongming Wei, Zhong Xue, Qian Wang, Xiang Zhou, Yiqiang Zhan, Shu Liao

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Automatic Detection of Circulating Tumor Cells with Very Deep Residual Networks.

Bin Li, Yunhao Ge, Yanzheng Zhao, Weixin Yan

Proceedings of the 2019 9th International Conference on Biomedical Engineering and Technology, 2019

HH-Net: Image Driven Microscope Fast Auto-Focus with Deep Neural Network.

Yunhao Ge, Bin Li, Yanzheng Zhao, Weixin Yan

Proceedings of the 2019 9th International Conference on Biomedical Engineering and Technology, 2019

2018

Benign and malignant mammographic image classification based on Convolutional Neural Networks.

Bin Li, Yunhao Ge, Yanzheng Zhao, Enguang Guan, Weixin Yan

Proceedings of the 10th International Conference on Machine Learning and Computing, 2018

Melanoma Segmentation and Classification in Clinical Images Using Deep Learning.

Yunhao Ge, Bin Li, Yanzheng Zhao, Enguang Guan, Weixin Yan

Proceedings of the 10th International Conference on Machine Learning and Computing, 2018

A real-time gesture prediction system using neural networks and multimodal fusion based on data glove.

Yunhao Ge, Bin Li, Weixin Yan, Yanzheng Zhao

Proceedings of the Tenth International Conference on Advanced Computational Intelligence, 2018

2017

Piezoelectric Micro-Pump Suction Cup Design and Research on the Optimal Static Driving Characteristics.

Enguang Guan, Yunhao Ge, Jihao Liu, Weixin Yan, Yanzheng Zhao

Proceedings of the Intelligent Robotics and Applications - 10th International Conference, 2017

Dynamic Drive Performances of the Bionic Suction Cup Actuator Based on Shape Memory Alloy.

Yunhao Ge, Jihao Liu, Bin Li, Huihua Miao, Weixin Yan, Yanzheng Zhao

Proceedings of the Intelligent Robotics and Applications - 10th International Conference, 2017