Sotabase

Career

· Co-founder & CTO, Genmo2023–
· Research, Google2021–2022
· Graduate Student, Berkeley Artificial Intelligence Research2019–2022
· Board Member, Machine Intelligence Community, Inc.2018–2020
· Researcher, MIT CSAIL2018–2019
· Researcher, Uber ATG2018–2019
· Intern, Facebook AI2017–2017
· Intern, Kensho Technologies2017–2017
· Intern, Juniper Networks2016–2016
· Research Science Institute, MIT2015–2015
· Robotics Research, Naval Postgraduate School2014–2015
· Intern, Goalbook2012–2012

Publications (39)

Denoising Diffusion Probabilistic Models
Neural Information Processing Systems · 2020
26,640
cited
DreamFusion: Text-to-3D using 2D Diffusion
International Conference on Learning Representations · 2022
3,203
cited
Zero-Shot Text-Guided Object Generation with Dream Fields
Computer Vision and Pattern Recognition · 2021
637
cited
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis
IEEE International Conference on Computer Vision · 2021
585
cited
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization
Conference on Machine Learning and Systems · 2019
232
cited
Contrastive Code Representation Learning
Conference on Empirical Methods in Natural Language Processing · 2020
171
cited
VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models
Computer Vision and Pattern Recognition · 2022
120
cited
Video Prediction Models as Rewards for Reinforcement Learning
Neural Information Processing Systems · 2023
89
cited
Dynamic Space-Time Scheduling for GPU Inference
arXiv.org · 2018
72
cited
Sparse Graphical Memory for Robust Planning
Neural Information Processing Systems · 2020
56
cited
Locally Masked Convolution for Autoregressive Models
Conference on Uncertainty in Artificial Intelligence · 2020
32
cited
The OoO VLIW JIT Compiler for GPU Inference
arXiv.org · 2019
18
cited
An Analysis of the Delayed Gradients Problem in Asynchronous SGD
2018
11
cited
Regenerative potential of stem cells derived from human exfoliated deciduous (SHED) teeth during engineering of human body tissues.
Current Stem Cell Research & Therapy · 2020
10
cited
Revec: program rejuvenation through revectorization
International Conference on Compiler Construction · 2019
10
cited
An emergence of dental tissues in the forensic medicine for the postmortem interval estimation: A scoping review
2021
6
cited
Using effective dimension to analyze feature transformations in deep neural networks
2019
6
cited
AdaCat: Adaptive Categorical Discretization for Autoregressive Models
Conference on Uncertainty in Artificial Intelligence · 2022
4
cited
Learning automatic schedulers with projective reparameterization
2019
3
cited
To Evaluate and Compare the Effect of Commercially Available Model Hardening Agent on Surface Hardness and Surface Roughness of Refractory Investment Materials: An In-Vitro Study
Indian Journal of Public Health Research & Development · 2020
2
cited
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Ajay Jain | Researcher Profile | Sotabase | Sotabase