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Iasonas Kokkinos

CVN, CentraleSupelec-Inria, Universite Paris-Saclay, France

Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation


Sep 19, 2021
Eleni Chiou, Francesco Giganti, Shonit Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki

* Accepted at MICCAI 2021 Workshop on Domain Adaptation and Representation Transfer (DART). arXiv admin note: text overlap with arXiv:2010.07411 

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To The Point: Correspondence-driven monocular 3D category reconstruction


Jun 10, 2021
Filippos Kokkinos, Iasonas Kokkinos


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Learning monocular 3D reconstruction of articulated categories from motion


Apr 27, 2021
Filippos Kokkinos, Iasonas Kokkinos

* Accepted to CVPR2021. For project website see https://fkokkinos.github.io/video_3d_reconstruction/ 

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Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation


Oct 14, 2020
Eleni Chiou, Francesco Giganti, Shonit Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki

* Accepted at MICCAI 2020 

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Holistic Multi-View Building Analysis in the Wild with Projection Pooling


Sep 25, 2020
Zbigniew Wojna, Krzysztof Maziarz, Łukasz Jocz, Robert Pałuba, Robert Kozikowski, Iasonas Kokkinos


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Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild


Apr 04, 2020
Dominik Kulon, Riza Alp Güler, Iasonas Kokkinos, Michael Bronstein, Stefanos Zafeiriou

* Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020). Additional resources: https://arielai.com/mesh_hands 

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Going Deeper with Point Networks


Jul 01, 2019
Eric-Tuan Le, Iasonas Kokkinos, Niloy J. Mitra

* 16 pages, 6 figures, 5 tables 

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Deep Learning Enhanced Extended Depth-of-Field for Thick Blood-Film Malaria High-Throughput Microscopy


Jun 18, 2019
Petru Manescu, Lydia Neary- Zajiczek, Michael J. Shaw, Muna Elmi, Remy Claveau, Vijay Pawar, John Shawe-Taylor, Iasonas Kokkinos, Mandayam A. Srinivasan, Ikeoluwa Lagunju, Olugbemiro Sodeinde, Biobele J. Brown, Delmiro Fernandez-Reyes

* 10 pages, 4 figures 

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Slim DensePose: Thrifty Learning from Sparse Annotations and Motion Cues


Jun 13, 2019
Natalia Neverova, James Thewlis, Rıza Alp Güler, Iasonas Kokkinos, Andrea Vedaldi

* CVPR 2019 

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Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion


Apr 26, 2019
Mihir Sahasrabudhe, Zhixin Shu, Edward Bartrum, Riza Alp Guler, Dimitris Samaras, Iasonas Kokkinos

* 19 pages; 12 figures; code will be released; Project page: https://msahasrabudhe.github.io/projects/lae/ 

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Attentive Single-Tasking of Multiple Tasks


Apr 18, 2019
Kevis-Kokitsi Maninis, Ilija Radosavovic, Iasonas Kokkinos

* CVPR 2019 Camera Ready 

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MultiGrain: a unified image embedding for classes and instances


Apr 03, 2019
Maxim Berman, Hervé Jégou, Andrea Vedaldi, Iasonas Kokkinos, Matthijs Douze


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Dense Pose Transfer


Sep 06, 2018
Natalia Neverova, Riza Alp Guler, Iasonas Kokkinos

* ECCV 2018 

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Deeper Image Quality Transfer: Training Low-Memory Neural Networks for 3D Images


Aug 16, 2018
Stefano B. Blumberg, Ryutaro Tanno, Iasonas Kokkinos, Daniel C. Alexander

* Accepted in: MICCAI 2018 

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Deep Spatio-Temporal Random Fields for Efficient Video Segmentation


Jul 03, 2018
Siddhartha Chandra, Camille Couprie, Iasonas Kokkinos

* CVPR 2018 

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Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance


Jun 18, 2018
Zhixin Shu, Mihir Sahasrabudhe, Alp Guler, Dimitris Samaras, Nikos Paragios, Iasonas Kokkinos

* 17 pages including references, plus 12 pages appendix. Video available at : https://youtu.be/Oi7pyxKkF1g Code will be made available soon 

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Learning Filterbanks from Raw Speech for Phone Recognition


Apr 04, 2018
Neil Zeghidour, Nicolas Usunier, Iasonas Kokkinos, Thomas Schatz, Gabriel Synnaeve, Emmanuel Dupoux

* Accepted at ICASSP 2018 

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DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild


Mar 11, 2018
Riza Alp Guler, Yuxiang Zhou, George Trigeorgis, Epameinondas Antonakos, Patrick Snape, Stefanos Zafeiriou, Iasonas Kokkinos

* arXiv admin note: substantial text overlap with arXiv:1612.01202 

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DensePose: Dense Human Pose Estimation In The Wild


Feb 01, 2018
Rıza Alp Güler, Natalia Neverova, Iasonas Kokkinos


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Segmentation-Aware Convolutional Networks Using Local Attention Masks


Aug 15, 2017
Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos


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Mass Displacement Networks


Aug 12, 2017
Natalia Neverova, Iasonas Kokkinos

* 12 pages, 4 figures 

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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs


May 12, 2017
Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, Alan L. Yuille

* Accepted by TPAMI 

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Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs


Nov 29, 2016
Siddhartha Chandra, Iasonas Kokkinos

* Our code is available at https://github.com/siddharthachandra/gcrf 

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Deep, Dense, and Low-Rank Gaussian Conditional Random Fields


Nov 28, 2016
Siddhartha Chandra, Iasonas Kokkinos


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UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory


Sep 07, 2016
Iasonas Kokkinos


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Prior-based Coregistration and Cosegmentation


Jul 22, 2016
Mahsa Shakeri, Enzo Ferrante, Stavros Tsogkas, Sarah Lippe, Samuel Kadoury, Iasonas Kokkinos, Nikos Paragios

* MICCAI 2016 
* The first two authors contributed equally 

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