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Iasonas Kokkinos

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

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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Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs

Jun 07, 2016
Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, Alan L. Yuille

* 14 pages. Updated related work 
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Sub-cortical brain structure segmentation using F-CNN's

Feb 05, 2016
Mahsa Shakeri, Stavros Tsogkas, Enzo Ferrante, Sarah Lippe, Samuel Kadoury, Nikos Paragios, Iasonas Kokkinos

* ISBI 2016: International Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic 
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Pushing the Boundaries of Boundary Detection using Deep Learning

Jan 22, 2016
Iasonas Kokkinos

* The previous version reported large improvements w.r.t. the LPO region proposal baseline, which turned out to be due to a wrong computation for the baseline. The improvements are currently less important, and are omitted. We are sorry if the reported results caused any confusion. We have also integrated reviewer feedback regarding human performance on the BSD benchmark 
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Learning Dense Convolutional Embeddings for Semantic Segmentation

Jan 08, 2016
Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos


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