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Diffusion Guided Domain Adaptation of Image Generators


Dec 09, 2022
Kunpeng Song, Ligong Han, Bingchen Liu, Dimitris Metaxas, Ahmed Elgammal

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* Project website: https://styleganfusion.github.io/ 

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SINE: SINgle Image Editing with Text-to-Image Diffusion Models


Dec 08, 2022
Zhixing Zhang, Ligong Han, Arnab Ghosh, Dimitris Metaxas, Jian Ren

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* Project website: https://zhang-zx.github.io/SINE/ 

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Automatic Tooth Segmentation from 3D Dental Model using Deep Learning: A Quantitative Analysis of what can be learnt from a Single 3D Dental Model


Sep 16, 2022
Ananya Jana, Hrebesh Molly Subhash, Dimitris Metaxas

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* accepted to SIPAIM 2022 

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Exploiting Unlabeled Data with Vision and Language Models for Object Detection


Jul 18, 2022
Shiyu Zhao, Zhixing Zhang, Samuel Schulter, Long Zhao, Vijay Kumar B. G, Anastasis Stathopoulos, Manmohan Chandraker, Dimitris Metaxas

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* Accepted to ECCV 2022 (with the supplementary document) 

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A Dynamic Data Driven Approach for Explainable Scene Understanding


Jun 18, 2022
Zachary A Daniels, Dimitris Metaxas

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* Unpublished draft of book chapter 

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DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method


Jun 14, 2022
Qi Chang, Zhennan Yan, Mu Zhou, Di Liu, Khalid Sawalha, Meng Ye, Qilong Zhangli, Mikael Kanski, Subhi Al Aref, Leon Axel, Dimitris Metaxas

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* MICCAI2022 

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A Manifold View of Adversarial Risk


Apr 08, 2022
Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Mayank Goswami, Chao Chen, Dimitris Metaxas

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Global Matching with Overlapping Attention for Optical Flow Estimation


Mar 21, 2022
Shiyu Zhao, Long Zhao, Zhixing Zhang, Enyu Zhou, Dimitris Metaxas

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* Accepted to CVPR 2022 (with additional figures) 

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TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers


Mar 21, 2022
Di Liu, Yunhe Gao, Qilong Zhangli, Zhennan Yan, Mu Zhou, Dimitris Metaxas

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Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images


Mar 06, 2022
Qilong Zhangli, Jingru Yi, Di Liu, Xiaoxiao He, Zhaoyang Xia, Haiming Tang, He Wang, Mu Zhou, Dimitris Metaxas

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