Compositional Convolutional Neural Networks: A Robust and Interpretable Model for Object Recognition Under Occlusion von Kortylewski, Adam, Liu, Qing, Wang, Angtian, Sun, Yihong, Yuille, Alan

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Editor’s Note: Special Issue on Robust Vision

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3D Morphable Face Models-Past, Present, and Future von Egger, Bernhard, Smith, William A. P., Tewari, Ayush, Wuhrer, Stefanie, Zollhoefer, Michael, Beeler, Thabo, Bernard, Florian, Bolkart, Timo, Kortylewski, Adam, Romdhani, Sami, Theobalt, Christian, Blanz, Volker, Vetter, Thomas

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Multimodal Image Synthesis and Editing: The Generative AI Era von Zhan, Fangneng, Yu, Yingchen, Wu, Rongliang, Zhang, Jiahui, Lu, Shijian, Liu, Lingjie, Kortylewski, Adam, Theobalt, Christian, Xing, Eric

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Occlusion-Aware 3D Morphable Models and an Illumination Prior for Face Image Analysis von Egger, Bernhard, Schönborn, Sandro, Schneider, Andreas, Kortylewski, Adam, Morel-Forster, Andreas, Blumer, Clemens, Vetter, Thomas

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State of the Art in Dense Monocular Non‐Rigid 3D Reconstruction von Tretschk, Edith, Kairanda, Navami, B R, Mallikarjun, Dabral, Rishabh, Kortylewski, Adam, Egger, Bernhard, Habermann, Marc, Fua, Pascal, Theobalt, Christian, Golyanik, Vladislav

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PatchAttack: A Black-Box Texture-Based Attack with Reinforcement Learning von Yang, Chenglin, Kortylewski, Adam, Xie, Cihang, Cao, Yinzhi, Yuille, Alan

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Multimodal Image Synthesis and Editing: A Survey and Taxonomy von Zhan, Fangneng, Yu, Yingchen, Wu, Rongliang, Zhang, Jiahui, Lu, Shijian, Liu, Lingjie, Kortylewski, Adam, Theobalt, Christian, Xing, Eric

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OOD-CV-v2 : An Extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images von Zhao, Bingchen, Wang, Jiahao, Ma, Wufei, Jesslen, Artur, Yang, Siwei, Yu, Shaozuo, Zendel, Oliver, Theobalt, Christian, Yuille, Alan L., Kortylewski, Adam

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AvatarStudio: Text-Driven Editing of 3D Dynamic Human Head Avatars von Mendiratta, Mohit, Pan, Xingang, Elgharib, Mohamed, Teotia, Kartik, R, Mallikarjun B, Tewari, Ayush, Golyanik, Vladislav, Kortylewski, Adam, Theobalt, Christian

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Internal world models in humans, animals, and AI von Diester, Ilka, Bartos, Marlene, Bödecker, Joschka, Kortylewski, Adam, Leibold, Christian, Letzkus, Johannes, Nour, Matthew M., Schönauer, Monika, Straw, Andrew, Valada, Abhinav, Vlachos, Andreas, Brox, Thomas

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Internal world models in humans, animals, and AI von Diester, Ilka, Bartos, Marlene, Bödecker, Joschka, Kortylewski, Adam, Leibold, Christian, Letzkus, Johannes, Nour, Matthew M., Schönauer, Monika, Straw, Andrew, Valada, Abhinav, Vlachos, Andreas, Brox, Thomas

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PartImageNet: A Large, High-Quality Dataset of Parts von He, Ju, Yang, Shuo, Yang, Shaokang, Kortylewski, Adam, Yuan, Xiaoding, Chen, Jie-Neng, Liu, Shuai, Yang, Cheng, Yu, Qihang, Yuille, Alan

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OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images von Zhao, Bingchen, Yu, Shaozuo, Ma, Wufei, Yu, Mingxin, Mei, Shenxiao, Wang, Angtian, He, Ju, Yuille, Alan, Kortylewski, Adam

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Robust Category-Level 6D Pose Estimation with Coarse-to-Fine Rendering of Neural Features von Ma, Wufei, Wang, Angtian, Yuille, Alan, Kortylewski, Adam

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Unsupervised Footwear Impression Analysis and Retrieval from Crime Scene Data von Kortylewski, Adam, Albrecht, Thomas, Vetter, Thomas

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TDMPNet: Prototype Network with Recurrent Top-Down Modulation for Robust Object Classification Under Partial Occlusion von Xiao, Mingqing, Kortylewski, Adam, Wu, Ruihai, Qiao, Siyuan, Shen, Wei, Yuille, Alan

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A Bayesian Approach to OOD Robustness in Image Classification von Kaushik, Prakhar, Kortylewski, Adam, Yuille, Alan

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SYSTEMS, METHODS, AND COMPUTER PROGRAMS FOR USING A NETWORK OF MACHINE LEARNING MODELS TO DETECT AN IMAGE DEPICTING AN OBJECT OF INTEREST WHICH CAN BE PARTIALLY OCCLUDED BY ANOTHER... von Yuille, Alan, Kortylewski, Adam

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A Light-Weight Interpretable Model for Nuclei Detection and Weakly-Supervised Segmentation von Zhang, Yixiao, Kortylewski, Adam, Liu, Qing, Park, Seyoun, Green, Benjamin, Engle, Elizabeth, Almodovar, Guillermo, Walk, Ryan, Soto-Diaz, Sigfredo, Taube, Janis, Szalay, Alex, Yuille, Alan

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