Sotabase

Career

· Institute Associate Professor, New York University2023–
· Assistant Professor, University of Michigan2019–2023
· Postdoctoral Researcher, UC Berkeley2016–2018
· Ph.D. in Robotics, Carnegie Mellon University2011–2016
· A.B. in Computer Science, Middlebury College2007–2011

Publications (121)

Learning a Predictable and Generative Vector Representation for Objects
European Conference on Computer Vision · 2016
735
cited
Designing deep networks for surface normal estimation
Computer Vision and Pattern Recognition · 2014
374
cited
Cross-Task Weakly Supervised Learning From Instructional Videos
Computer Vision and Pattern Recognition · 2019
283
cited
Reconstructing Hands in 3D with Transformers
Computer Vision and Pattern Recognition · 2023
247
cited
Data-Driven 3D Primitives for Single Image Understanding
IEEE International Conference on Computer Vision · 2013
197
cited
Representative elementary volume estimation for porosity, moisture saturation, and air‐water interfacial areas in unsaturated porous media: Data quality implications
2011
193
cited
People Watching: Human Actions as a Cue for Single View Geometry
International Journal of Computer Vision · 2012
175
cited
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent
IEEE International Conference on Robotics and Automation · 2023
149
cited
Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
136
cited
From Lifestyle Vlogs to Everyday Interactions
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
126
cited
Scene Semantics from Long-Term Observation of People
European Conference on Computer Vision · 2012
117
cited
Articulation-Aware Canonical Surface Mapping
Computer Vision and Pattern Recognition · 2020
105
cited
Unfolding an Indoor Origami World
European Conference on Computer Vision · 2014
102
cited
PixelSynth: Generating a 3D-Consistent Experience from a Single Image
IEEE International Conference on Computer Vision · 2021
95
cited
NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis
Computer Vision and Pattern Recognition · 2023
80
cited
Predicting Object Dynamics in Scenes
2014 IEEE Conference on Computer Vision and Pattern Recognition · 2014
80
cited
Unifying Map and Landmark Based Representations for Visual Navigation
arXiv.org · 2017
77
cited
Perspective Fields for Single Image Camera Calibration
Computer Vision and Pattern Recognition · 2022
71
cited
Stereo4D: Learning How Things Move in 3D from Internet Stereo Videos
Computer Vision and Pattern Recognition · 2024
59
cited
Full-Body Awareness from Partial Observations
European Conference on Computer Vision · 2020
54
cited
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David Fouhey | Researcher Profile | Sotabase | Sotabase