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Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning
Qu, Liangqiong, Zhou, Yuyin, Liang, Paul Pu, Xia, Yingda, Wang, Feifei, Adeli, Ehsan, Fei-Fei, Li, Rubin, Daniel
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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CRAFT: Concept Recursive Activation FacTorization for Explainability
Fel, Thomas, Picard, Agustin, Bethune, Louis, Boissin, Thibaut, Vigouroux, David, Colin, Julien, Cadenc, Remi, Serre, Thomas
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2023)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2023)
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Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping
Fu, Huan, Gong, Mingming, Wang, Chaohui, Batmanghelich, Kayhan, Zhang, Kun, Tao, Dacheng
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2019)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2019)
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Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning
Guo, Pengfei, Wang, Puyang, Zhou, Jinyuan, Jiang, Shanshan, Patel, Vishal M.
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2021)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2021)
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Directional Connectivity-based Segmentation of Medical Images
Yang, Ziyun, Farsiu, Sina
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2023)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2023)
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DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis
Haghighi, Fatemeh, Taher, Mohammad Reza Hosseinzadeh, Gotway, Michael B., Liang, Jianming
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Deep Unlearning via Randomized Conditionally Independent Hessians
Mehta, Ronak, Pal, Sourav, Singh, Vikas, Ravi, Sathya N.
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Learned Representation-Guided Diffusion Models for Large-Image Generation
Graikos, Alexandros, Yellapragada, Srikar, Le, Minh-Quan, Kapse, Saarthak, Prasanna, Prateek, Saltz, Joel, Samaras, Dimitris
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2024)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2024)
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TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model
Xu, Meilong, Gupta, Saumya, Hu, Xiaoling, Li, Chen, Abousamra, Shahira, Samaras, Dimitris, Prasanna, Prateek, Chen, Chao
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (10.06.2025)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (10.06.2025)
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Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization
Liu, Peirong, Aguila, Ana Lawry, Iglesias, Juan E.
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (10.06.2025)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (10.06.2025)
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MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images
Ganguly, Aniruddha, Chatterjee, Debolina, Huang, Wentao, Zhang, Jie, Yurovsky, Alisa, Johnson, Travis Steele, Chen, Chao
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (10.06.2025)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (10.06.2025)
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Augmenting Colonoscopy Using Extended and Directional CycleGAN for Lossy Image Translation
Mathew, Shawn, Nadeem, Saad, Kumari, Sruti, Kaufman, Arie
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
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Metric Learning for Image Registration
Niethammer, Marc, Kwitt, Roland, Vialard, Francois-Xavier
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2019)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2019)
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Predicting Goal-Directed Human Attention Using Inverse Reinforcement Learning
Yang, Zhibo, Huang, Lihan, Chen, Yupei, Wei, Zijun, Ahn, Seoyoung, Zelinsky, Gregory, Samaras, Dimitris, Hoai, Minh
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
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Robust Histopathology Image Analysis: To Label or to Synthesize?
Hou, Le, Agarwal, Ayush, Samaras, Dimitris, Kurc, Tahsin M., Gupta, Rajarsi R., Saltz, Joel H.
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2019)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2019)
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Networks for Joint Affine and Non-Parametric Image Registration
Shen, Zhengyang, Han, Xu, Xu, Zhenlin, Niethammer, Marc
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2019)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2019)
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Task Programming: Learning Data Efficient Behavior Representations
Sun, Jennifer J., Kennedy, Ann, Zhan, Eric, Anderson, David J., Yue, Yisong, Perona, Pietro
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2021)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2021)
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Hierarchical Discriminative Learning Improves Visual Representations of Biomedical Microscopy
Jiang, Cheng, Hou, Xinhai, Kondepudi, Akhil, Chowdury, Asadur, Freudiger, Christian W., Orringer, Daniel A., Lee, Honglak, Hollon, Todd C.
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2023)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2023)
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Putting Visual Object Recognition in Context
Zhang, Mengmi, Tseng, Claire, Kreiman, Gabriel
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
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