Sotabase

Career

· Executive Vice President and Chief Scientist, Salesforce AI Research, Salesforce2021–
· Adjunct Professor, Computer Science, Stanford University2021–
· Associate Professor (with tenure), Computer Science, Stanford University2013–2021
· Assistant and Associate Professor, Electrical and Computer Engineering, University of Michigan2008–2013
· Beckman Institute Fellow, University of Illinois Urbana-Champaign2005–2008

Publications (738)

BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
International Conference on Machine Learning · 2023
6,866
cited
ShapeNet: An Information-Rich 3D Model Repository
arXiv.org · 2015
6,148
cited
Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression
Computer Vision and Pattern Recognition · 2019
5,225
cited
Social LSTM: Human Trajectory Prediction in Crowded Spaces
Computer Vision and Pattern Recognition · 2016
3,227
cited
Active Learning for Convolutional Neural Networks: A Core-Set Approach
International Conference on Learning Representations · 2017
2,323
cited
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
2,241
cited
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks
Computer Vision and Pattern Recognition · 2019
2,152
cited
3D Semantic Parsing of Large-Scale Indoor Spaces
Computer Vision and Pattern Recognition · 2016
1,924
cited
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction
European Conference on Computer Vision · 2016
1,836
cited
Deep Metric Learning via Lifted Structured Feature Embedding
Computer Vision and Pattern Recognition · 2015
1,748
cited
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis
International Conference on Learning Representations · 2022
1,386
cited
Taskonomy: Disentangling Task Transfer Learning
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
1,342
cited
Learning to Track at 100 FPS with Deep Regression Networks
European Conference on Computer Vision · 2016
1,246
cited
Structural-RNN: Deep Learning on Spatio-Temporal Graphs
Computer Vision and Pattern Recognition · 2015
1,158
cited
DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion
Computer Vision and Pattern Recognition · 2019
1,090
cited
SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints
Computer Vision and Pattern Recognition · 2018
1,022
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
Learning Social Etiquette: Human Trajectory Understanding In Crowded Scenes
European Conference on Computer Vision · 2016
886
cited
Generalizing to Unseen Domains via Adversarial Data Augmentation
Neural Information Processing Systems · 2018
879
cited
Sotabase