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Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models


May 17, 2021
Luke Melas-Kyriazi, Christian Rupprecht, Iro Laina, Andrea Vedaldi

* Project page and GitHub link: https://lukemelas.github.io/unsupervised-image-segmentation & https://github.com/lukemelas/unsupervised-image-segmentation 

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Quantifying Learnability and Describability of Visual Concepts Emerging in Representation Learning


Oct 27, 2020
Iro Laina, Ruth C. Fong, Andrea Vedaldi

* NeurIPS 2020 

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Semantic Image Manipulation Using Scene Graphs


Apr 07, 2020
Helisa Dhamo, Azade Farshad, Iro Laina, Nassir Navab, Gregory D. Hager, Federico Tombari, Christian Rupprecht

* CVPR 2020 

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Towards Unsupervised Image Captioning with Shared Multimodal Embeddings


Aug 25, 2019
Iro Laina, Christian Rupprecht, Nassir Navab

* ICCV 2019 

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2017 Robotic Instrument Segmentation Challenge


Feb 21, 2019
Max Allan, Alex Shvets, Thomas Kurmann, Zichen Zhang, Rahul Duggal, Yun-Hsuan Su, Nicola Rieke, Iro Laina, Niveditha Kalavakonda, Sebastian Bodenstedt, Luis Herrera, Wenqi Li, Vladimir Iglovikov, Huoling Luo, Jian Yang, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel, Mahdi Azizian


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Dealing with Ambiguity in Robotic Grasping via Multiple Predictions


Nov 02, 2018
Ghazal Ghazaei, Iro Laina, Christian Rupprecht, Federico Tombari, Nassir Navab, Kianoush Nazarpour

* ACCV 2018 

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Peeking Behind Objects: Layered Depth Prediction from a Single Image


Jul 23, 2018
Helisa Dhamo, Keisuke Tateno, Iro Laina, Nassir Navab, Federico Tombari


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Guide Me: Interacting with Deep Networks


Mar 30, 2018
Christian Rupprecht, Iro Laina, Nassir Navab, Gregory D. Hager, Federico Tombari

* CVPR 2018 

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Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses


Aug 22, 2017
Christian Rupprecht, Iro Laina, Robert DiPietro, Maximilian Baust, Federico Tombari, Nassir Navab, Gregory D. Hager

* ICCV 2017 

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Concurrent Segmentation and Localization for Tracking of Surgical Instruments


Aug 01, 2017
Iro Laina, Nicola Rieke, Christian Rupprecht, Josué Page Vizcaíno, Abouzar Eslami, Federico Tombari, Nassir Navab

* I. Laina and N. Rieke contributed equally to this work. Accepted to MICCAI 2017 

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CNN-SLAM: Real-time dense monocular SLAM with learned depth prediction


Apr 11, 2017
Keisuke Tateno, Federico Tombari, Iro Laina, Nassir Navab

* 10 pages, 6 figures, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Hawaii, USA, June, 2017. The first two authors contribute equally to this paper 

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Deeper Depth Prediction with Fully Convolutional Residual Networks


Sep 19, 2016
Iro Laina, Christian Rupprecht, Vasileios Belagiannis, Federico Tombari, Nassir Navab

* Published at IEEE International Conference on 3D Vision (3DV) 2016 

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