GP
George Papandreou
cs.CVcs.LGAlgorithmsBayes Theoremcs.NEModels, StatisticalneurosciencePoisson Distributionstat.ML
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, Iasonas Kokkinos, Kevin Murphy, Alan L. Yuille
1 version
Preprints & journals
22 papers in the corpus · 2007–2025Cue-Invariant Geometric Structure of the Population Codes in Macaque V1 and V210.1101/2023.12.05.570110v3 · Massot, C., Zhang, X., Wang, Z. et al.2023 · 0 citationsbioRxiv
MeshPose: Unifying DensePose and 3D Body Mesh reconstruction2406.10180v1 · Eric-Tuan Le, Antonis Kakolyris, Petros Koutras et al.2024 · 8 citationsCVPR 2024
Modeling Image Patches with a Generic Dictionary of Mini-Epitomes.26321859 · Papandreou, George, Chen, Liang-Chieh, Yuille, Alan L2020 · 19 citationsProceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2014;2014:2059-2066
Learning a Dictionary of Shape Epitomes with Applications to Image Labeling.26321886 · Chen, Liang-Chieh, Papandreou, George, Yuille, Alan L2020 · 15 citationsProceedings. IEEE International Conference on Computer Vision. 2013;2013:337-344
Volumetric Capture of Humans with a Single RGBD Camera via Semi-Parametric Learning1905.12162v1 · Rohit Pandey, Anastasia Tkach, Shuoran Yang et al.2019 · 41 citationsarXiv
DeeperLab: Single-Shot Image Parser1902.05093v2 · Tien-Ju Yang, Maxwell D. Collins, Yukun Zhu et al.2019 · 161 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
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction1809.04184v1 · Liang-Chieh Chen, Maxwell D. Collins, Yukun Zhu et al.2018 · 359 citationsarXiv
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation1802.02611v3 · Liang-Chieh Chen, Yukun Zhu, George Papandreou et al.2018 · 19,234 citationsarXiv
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model1803.08225v1 · George Papandreou, Tyler Zhu, Liang-Chieh Chen et al.2018 · 673 citationsarXiv
MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features1712.04837v1 · Liang-Chieh Chen, Alexander Hermans, George Papandreou et al.2017 · 422 citationsarXiv
Rethinking Atrous Convolution for Semantic Image Segmentation1706.05587v3 · Liang-Chieh Chen, George Papandreou, Florian Schroff et al.2017 · 7,402 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
Towards Accurate Multi-person Pose Estimation in the Wild1701.01779v2 · George Papandreou, Tyler Zhu, Nori Kanazawa et al.2017 · 977 citationsarXiv
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
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform1511.03328v2 · Liang-Chieh Chen, Jonathan T. Barron, George Papandreou et al.2015 · 409 citationsarXiv
Deep Learning for Semantic Part Segmentation with High-Level Guidance1505.02438v2 · S. Tsogkas, I. Kokkinos, G. Papandreou et al.2015 · 41 citationsarXiv
Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation1502.02734v3 · George Papandreou, Liang-Chieh Chen, Kevin Murphy et al.2015 · 357 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
Deep Epitomic Convolutional Neural Networks1406.2732v1 · George Papandreou2014 · 7 citationsarXiv
Bayesian inference on multiscale models for poisson intensity estimation: applications to photon-limited image denoising.19414285 · Lefkimmiatis, Stamatios, Maragos, Petros, Papandreou, George2009 · 71 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2009;18(8):1724-41
Multigrid geometric active contour models.17283781 · Papandreou, George, Maragos, Petros2007 · 94 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2007;16(1):229-40
Career total: 70 works. 22 are in this corpus.
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