IK
Iasonas Kokkinos
cs.CVcs.LGAlgorithmscs.AIeess.IVArtificial Intelligencecs.GRq-bio.NCanimal behavior and cognitionbioengineering
On Valency
published · living versionsW_87gzj669·v1 · currentpublished
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
with Liang-Chieh Chen, George Papandreou, Kevin Murphy, Alan L. Yuille
1 version
Preprints & journals
48 papers in the corpus · 2009–2024Deep Filter Banks for Texture Recognition, Description, and Segmentation.27471340 · Cimpoi, Mircea, Maji, Subhransu, Kokkinos, Iasonas et al.2024 · 346 citationsInternational journal of computer vision. 2016;118:65-94
MeshPose: Unifying DensePose and 3D Body Mesh reconstruction2406.10180v1 · Eric-Tuan Le, Antonis Kakolyris, Petros Koutras et al.2024 · 8 citationsCVPR 2024
Beyond Deterministic Translation for Unsupervised Domain Adaptation2202.07778v3 · Eleni Chiou, Eleftheria Panagiotaki, Iasonas Kokkinos2022 · 2 citationsarXiv
Deformably-Scaled Transposed Convolution2210.09446v1 · Stefano B. Blumberg, Daniele Rav'i, Mou-Cheng Xu et al.2022 · 2 citationsarXiv
Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation2109.09736v1 · Eleni Chiou, Francesco Giganti, Shonit Punwani et al.2021 · 4 citationsarXiv
Synthesizing VERDICT maps from standard DWI data using GANs10.1101/2021.02.16.431521v2 · Chiou, E., Valindria, V., Giganti, F. et al.2021 · 1 citationbioRxiv
To The Point: Correspondence-driven monocular 3D category reconstruction2106.05662v1 · Filippos Kokkinos, Iasonas Kokkinos2021 · 8 citationsarXiv
Learning monocular 3D reconstruction of articulated categories from motion2103.16352v2 · Filippos Kokkinos, Iasonas Kokkinos2021 · 16 citationsarXiv
Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results.32673745 · Ning, Lipeng, Bonet-Carne, Elisenda, Grussu, Francesco et al.2021 · 89 citationsNeuroImage. 2020;221:117128
Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation2010.07411v2 · Eleni Chiou, Francesco Giganti, Shonit Punwani et al.2020 · 28 citationsarXiv
Holistic Multi-View Building Analysis in the Wild with Projection Pooling2008.10041v3 · Zbigniew Wojna, Krzysztof Maziarz, \Lukasz Jocz et al.2020 · 5 citationsarXiv
Expert-level automated malaria diagnosis on routine blood films with deep neural networks.32282969 · Manescu, Petru, Shaw, Michael J, Elmi, Muna et al.2020 · 65 citationsAmerican journal of hematology. 2020;95(8):883-891
Going Deeper with Lean Point Networks1907.00960v2 · Eric-Tuan Le, Iasonas Kokkinos, Niloy J. Mitra2019 · 27 citationsarXiv
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild2004.01946v1 · Dominik Kulon, Riza Alp Guler, Iasonas Kokkinos et al.2020 · 220 citationsarXiv
Deep Learning Enhanced Extended Depth-of-Field for Thick Blood-Film Malaria High-Throughput Microscopy1906.07496v1 · Petru Manescu, Lydia Neary- Zajiczek, Michael J. Shaw et al.2019 · 5 citationsarXiv
Slim DensePose: Thrifty Learning from Sparse Annotations and Motion Cues1906.05706v1 · Natalia Neverova, James Thewlis, R\iza Alp Guler et al.2019 · 33 citationsarXiv
Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion1904.11960v1 · Mihir Sahasrabudhe, Zhixin Shu, Edward Bartrum et al.2019 · 38 citationsarXiv
Attentive Single-Tasking of Multiple Tasks1904.08918v1 · Kevis-Kokitsi Maninis, Ilija Radosavovic, Iasonas Kokkinos2019 · 199 citationsarXiv
MultiGrain: a unified image embedding for classes and instances1902.05509v2 · Maxim Berman, Herv'e J'egou, Andrea Vedaldi et al.2019 · 33 citationsarXiv
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs.28463186 · Chen, Liang-Chieh, Papandreou, George, Kokkinos, Iasonas et al.2019 · 23,326 citationsIEEE transactions on pattern analysis and machine intelligence. 2018;40(4):834-848
Identification of C elegans strains using a fully convolutional neural network on behavioural dynamics10.1101/433052v1 · Javer, A., Brown, A. E. X., Kokkinos, I. et al.2018 · 13 citationsbioRxiv
Dense Pose Transfer1809.01995v1 · Natalia Neverova, Riza Alp Guler, Iasonas Kokkinos2018 · 5 citationsarXiv
Deeper Image Quality Transfer: Training Low-Memory Neural Networks for 3D Images1808.05577v1 · Stefano B. Blumberg, Ryutaro Tanno, Iasonas Kokkinos et al.2018 · 51 citationsarXiv
Deep Spatio-Temporal Random Fields for Efficient Video Segmentation1807.03148v1 · Siddhartha Chandra, Camille Couprie, Iasonas Kokkinos2018 · 82 citationsarXiv
Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance1806.06503v1 · Zhixin Shu, Mihir Sahasrabudhe, Alp Guler et al.2018 · 196 citationsarXiv
Learning Filterbanks from Raw Speech for Phone Recognition1711.01161v2 · Neil Zeghidour, Nicolas Usunier, Iasonas Kokkinos et al.2017 · 99 citationsarXiv
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild1803.02188v2 · Riza Alp Guler, Yuxiang Zhou, George Trigeorgis et al.2018 · 212 citationsarXiv
DensePose: Dense Human Pose Estimation In The Wild1802.00434v1 · R\iza Alp Guler, Natalia Neverova, Iasonas Kokkinos2018 · 310 citationsarXiv
Segmentation-Aware Convolutional Networks Using Local Attention Masks1708.04607v1 · Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos2017 · 143 citationsarXiv
Mass Displacement Networks1708.03816v1 · Natalia Neverova, Iasonas Kokkinos2017 · 1 citationarXiv
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild1612.01202v2 · R\iza Alp Guler, George Trigeorgis, Epameinondas Antonakos et al.2016 · 212 citationsarXiv
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs1606.00915v2 · Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al.2016 · 23,326 citationsarXivon Valency
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs1603.08358v4 · Siddhartha Chandra, Iasonas Kokkinos2016 · 195 citationsarXiv
Deep, Dense, and Low-Rank Gaussian Conditional Random Fields1611.09051v1 · Siddhartha Chandra, Iasonas Kokkinos2016 · 1 citationarXiv
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory1609.02132v1 · Iasonas Kokkinos2016 · 704 citationsarXiv
Prior-based Coregistration and Cosegmentation1607.06787v1 · Mahsa Shakeri (2, Enzo Ferrante, Stavros Tsogkas et al.2016 · 7 citationsMICCAI 2016
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs1412.7062v4 · Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al.2014 · 3,636 citationsarXivon Valency
Sub-cortical brain structure segmentation using F-CNN's1602.02130v1 · Mahsa Shakeri, Stavros Tsogkas (CVN, GALEN) et al.2016 · 101 citationsarXiv
Pushing the Boundaries of Boundary Detection using Deep Learning1511.07386v2 · Iasonas Kokkinos2015 · 50 citationsarXiv
Learning Dense Convolutional Embeddings for Semantic Segmentation1511.04377v3 · Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos2015 · 18 citationsarXiv
Deep Learning for Semantic Part Segmentation with High-Level Guidance1505.02438v2 · S. Tsogkas, I. Kokkinos, G. Papandreou et al.2015 · 41 citationsarXiv
Deep filter banks for texture recognition, description, and segmentation1507.02620v2 · Mircea Cimpoi, Subhransu Maji, Iasonas Kokkinos et al.2015 · 346 citationsarXiv
Fracking Deep Convolutional Image Descriptors1412.6537v2 · Edgar Simo-Serra, Eduard Trulls, Luis Ferraz et al.2014 · 64 citationsarXiv
Untangling Local and Global Deformations in Deep Convolutional Networks for Image Classification and Sliding Window Detection1412.0296v1 · George Papandreou, Iasonas Kokkinos, Pierre-Andr'e Savalle2014 · 39 citationsarXiv
Parsing facades with shape grammars and reinforcement learning.23682000 · Teboul, Olivier, Kokkinos, Iasonas, Simon, Loic et al.2013 · 81 citationsIEEE transactions on pattern analysis and machine intelligence. 2013;35(7):1744-56
Describing Textures in the Wild1311.3618v2 · Mircea Cimpoi, Subhransu Maji, Iasonas Kokkinos et al.2013 · 2,408 citationsarXiv
Synergy between object recognition and image segmentation using the expectation-maximization algorithm.19542581 · Kokkinos, Iasonas, Maragos, Petros2009 · 42 citationsIEEE transactions on pattern analysis and machine intelligence. 2009;31(8):1486-501
Texture analysis and segmentation using modulation features, generative models, and weighted curve evolution.19029552 · Kokkinos, Iasonas, Evangelopoulos, Georgios, Maragos, Petros2009 · 74 citationsIEEE transactions on pattern analysis and machine intelligence. 2009;31(1):142-57
Career total: 151 works. 48 are in this corpus.
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