Sotabase

Career

· Advisor, Duranta2024–
· Tenure-Track Assistant Professor Of Computer Science, EPFL2020–
· Joint Postdoctoral Researcher, University of California, Berkeley2016–2019
· CV ML Chief Scientist, Aurora Solar2015–2022
· Joint Postdoctoral Researcher, Stanford University2015–2019
· Postdoc, Computer Science, Stanford University2015–2019
· Computer Science, University of California, Berkeley2015–2019
· MS PhD, EECS, UCF2009–2014

Publications (89)

UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild
arXiv.org · 2012
6,852
cited
3D Semantic Parsing of Large-Scale Indoor Spaces
Computer Vision and Pattern Recognition · 2016
1,924
cited
Taskonomy: Disentangling Task Transfer Learning
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
1,342
cited
Structural-RNN: Deep Learning on Spatio-Temporal Graphs
Computer Vision and Pattern Recognition · 2015
1,158
cited
Joint 2D-3D-Semantic Data for Indoor Scene Understanding
arXiv.org · 2017
982
cited
Gibson Env: Real-World Perception for Embodied Agents
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
941
cited
On Evaluation of Embodied Navigation Agents
arXiv.org · 2018
913
cited
Computer Vision and Image Understanding
857
cited
Which Tasks Should Be Learned Together in Multi-task Learning?
International Conference on Machine Learning · 2019
613
cited
3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera
IEEE International Conference on Computer Vision · 2019
428
cited
GMCP-Tracker: Global Multi-object Tracking Using Generalized Minimum Clique Graphs
European Conference on Computer Vision · 2012
408
cited
Accurate Image Localization Based on Google Maps Street View
European Conference on Computer Vision · 2010
401
cited
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans
IEEE International Conference on Computer Vision · 2021
389
cited
MultiMAE: Multi-modal Multi-task Masked Autoencoders
European Conference on Computer Vision · 2022
354
cited
Action Recognition in Realistic Sports Videos
2014
268
cited
Side-Tuning: A Baseline for Network Adaptation via Additive Side Networks
European Conference on Computer Vision · 2019
259
cited
Image Geo-Localization Based on MultipleNearest Neighbor Feature Matching UsingGeneralized Graphs
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014
219
cited
Feedback Networks
Computer Vision and Pattern Recognition · 2016
214
cited
Robust Learning Through Cross-Task Consistency
Computer Vision and Pattern Recognition · 2020
169
cited
An Information-Theoretic Approach to Transferability in Task Transfer Learning
International Conference on Information Photonics · 2019
146
cited
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Amir Zamir | Researcher Profile | Sotabase | Sotabase