Georgia Gkioxari I am a research scientist at FAIR. I received my PhD from UC Berkeley, where I was advised by Jitendra Malik. I did my bachelors in ECE at NTUA in Athens, Greece, where I worked with Petros Maragos. |
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PyTorch3D
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bibtex
@article{ravi2020accelerating, title={Accelerating 3D Deep Learning with PyTorch3D}, author={Ravi, Nikhila and Reizenstein, Jeremy and Novotny, David and Gordon, Taylor and Lo, Wan-Yen and Johnson, Justin and Gkioxari, Georgia}, journal={arXiv preprint arXiv:2007.08501}, year={2020} } |
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3D Shape Reconstruction from Vision and Touch |
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SynSin: End-to-end View Synthesis from a Single Image
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bibtex
@article{synsin, Title={{SynSin}: {E}nd-to-end View Synthesis from a Single Image},, Author={Olivia Wiles, Georgia Gkioxari, Richard Szeliski, Justin Johnson}, Journal={CVPR}, Year={2020}} |
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Mesh R-CNN
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examples /
bibtex
@article{meshrcnn, Title={Mesh R-CNN}, Author={Georgia Gkioxari, Jitendra Malik, Justin Johnson}, Journal={ICCV}, Year={2019}} |
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Embodied Question Answering in Photorealistic Environments with Point Cloud Perception
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@article{wijmans2019, Title={Embodied Question Answering in Photorealistic Environments with Point Cloud Perception}, Author={Erik Wijmans and Samyak Datta and Oleksandr Maksymets and Georgia Gkioxari and Stefan Lee and Irfan Essa and Devi Parikh and Dhruv Batra}, Journal={CVPR}, Year={2019}} |
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Multi-Target Embodied Question Answering
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@article{mteqa, Title={Multi-Target Embodied Question Answering}, Author={Licheng Yu and Xinlei Chen and Georgia Gkioxari and Mohit Bansal and Tamara Berg and Dhruv Batra}, Journal={CVPR}, Year={2019}} |
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Neural Modular Control for Embodied Question Answering
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@article{nmc, Title={{N}eural {M}odular {C}ontrol for {E}mbodied {Q}uestion {A}nswering}, Author={Abhishek Das and Georgia Gkioxari and Stefan Lee and Devi Parikh and Dhruv Batra}, Journal={CoRL}, Year={2018}} |
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Building Generalizable Agents With a Realistic And Rich 3D Environment |
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Detecting and Recognizing Human-Object Interactions
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bibtex
@article{gkioxari2017interactnet, Author = {Georgia Gkioxari and Ross Girshick and Piotr Doll\'{a}r and Kaiming He}, Title = {Detecting and Recognizing Human-Object Intaractions}, Journal = {CVPR}, Year = {2018}} |
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Embodied Question Answering
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@article{embodiedqa, Title={{E}mbodied {Q}uestion {A}nswering}, Author={Abhishek Das and Samyak Datta and Georgia Gkioxari and Stefan Lee and Devi Parikh and Dhruv Batra}, Journal={CVPR}, Year={2018}} |
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Detect-and-Track: Efficient Pose Estimation in Videos |
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Data Distillation: Towards Omni-Supervised Learning |
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Mask R-CNN |
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Learn2Smile: Learning Non-verbal Interaction through Observation
bibtex
@article{learn2smile2017, Author = {Will Feng, Anitha Kannan, Georgia Gkioxari and Larry Zitnick}, Title = {Learn2Smile: Learning Non-verbal Interaction through Observation}, Journal = {IROS}, Year = {2017}} |
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Chained Predictions Using Convolutional Neural Networks
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bibtex
@article{chain16, Author = {G. Gkioxari and A. Toshev and N. Jaitly}, Title = {Chained Predictions Using Convolutional Neural Networks}, Booktitle = {ECCV}, Year = {2016}} |
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Contextual Action Recognition with R*CNN |
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Actions and Attributes from Wholes and Parts |
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Finding Action Tubes
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UCF Sports Benchmark /
bibtex
@article{actiontubes, Author = {G. Gkioxari and J. Malik}, Title = {Finding Action Tubes}, Booktitle = {CVPR}, Year = {2015}} |
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R-CNNs for Pose Estimation and Action Detection
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bibtex
@article{poseactionrcnn, Author = {G. Gkioxari and B. Hariharan and R. Girshick and J. Malik}, Title = {R-CNNs for Pose Estimation and Action Detection}, ArchivePrefix = {arXiv}, Eprint = {1406.5212}, PrimaryClass = {cs.CV}, Year = {2014}} |
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Using k-poselets for detecting people and localizing their keypoints
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spotlight /
bibtex
@inproceedings{kposelets, Author = {G. Gkioxari and B. Hariharan and R. Girshick and J. Malik}, Title = {Using k-poselets for detecting people and localizing their keypoints}, Booktitle = {CVPR}, Year = {2014}} |
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Articulated Pose Estimation using Discriminative Armlet Classifiers |