Sotabase

Career

· Assistant Professor, California Institute of Technology2023–
· Research Scientist, Meta, Facebook AI Research2018–
· Postdoctoral Researcher, Meta, Facebook AI Research2016–
· Research Intern with Rahul Sukthankar, Jitendra Malik, Google AI, Machine Perception2015–
· Research Intern with Navdeep Jaitly, Google Brain2015–
· Visiting Researcher with Cordelia Schmid, INRIA Grenoble-Rhone Alpes, LEAR2013–
· Graduate Student Researcher with Jitendra Malik, UC Berkeley, Computer Vision Group2010–

Publications (43)

Mask R-CNN
2017
30,755
cited
Accelerating 3D deep learning with PyTorch3D
SIGGRAPH Asia 2020 Courses · 2019
1,066
cited
Embodied Question Answering
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2017
719
cited
Objaverse-XL: A Universe of 10M+ 3D Objects
Neural Information Processing Systems · 2023
661
cited
Detecting and Recognizing Human-Object Interactions
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
628
cited
Finding action tubes
Computer Vision and Pattern Recognition · 2014
604
cited
Mesh R-CNN
2019
550
cited
SynSin: End-to-End View Synthesis From a Single Image
Computer Vision and Pattern Recognition · 2019
521
cited
Data Distillation: Towards Omni-Supervised Learning
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
438
cited
Contextual Action Recognition with R*CNN
IEEE International Conference on Computer Vision · 2015
415
cited
Chained Predictions Using Convolutional Neural Networks
European Conference on Computer Vision · 2016
196
cited
Embodied Question Answering in Photorealistic Environments With Point Cloud Perception
Computer Vision and Pattern Recognition · 2019
188
cited
Using k-Poselets for Detecting People and Localizing Their Keypoints
2014 IEEE Conference on Computer Vision and Pattern Recognition · 2014
177
cited
R-CNNs for Pose Estimation and Action Detection
arXiv.org · 2014
168
cited
Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild
Computer Vision and Pattern Recognition · 2022
159
cited
Actions and Attributes from Wholes and Parts
IEEE International Conference on Computer Vision · 2014
150
cited
Neural Modular Control for Embodied Question Answering
Conference on Robot Learning · 2018
141
cited
Multi-Target Embodied Question Answering
Computer Vision and Pattern Recognition · 2019
126
cited
Bayesian Relational Memory for Semantic Visual Navigation
IEEE International Conference on Computer Vision · 2019
110
cited
Articulated Pose Estimation Using Discriminative Armlet Classifiers
2013 IEEE Conference on Computer Vision and Pattern Recognition · 2013
106
cited
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Georgia Gkioxari | Researcher Profile | Sotabase | Sotabase