Sotabase

Career

· Member Of Technical Staff, Thinking Machines Lab2025–
· Research Internship, Amazon2022–2024
· Doctor of Philosophy - PhD Machine Learning, Carnegie Mellon University2021–2026
· Research Internship, Intel Labs2021–2021
· Doctoral Researcher, Machine Learning Department at CMU2021–
· Undergraduate Researcher, Berkeley Artificial Intelligence Research2017–2021

Publications (17)

Effective Data Augmentation With Diffusion Models
International Conference on Learning Representations · 2023
353
cited
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization
International Conference on Machine Learning · 2022
116
cited
Conservative Objective Models for Effective Offline Model-Based Optimization
International Conference on Machine Learning · 2021
112
cited
Synthetic Datasets for Neural Program Synthesis
International Conference on Learning Representations · 2019
46
cited
Stylus: Automatic Adapter Selection for Diffusion Models
Neural Information Processing Systems · 2024
18
cited
Discovering Non-monotonic Autoregressive Orderings with Variational Inference
International Conference on Learning Representations · 2021
15
cited
Towards Internet-Scale Training For Agents
arXiv.org · 2025
11
cited
A Simple Approach for Visual Rearrangement: 3D Mapping and Semantic Search
arXiv.org · 2022
10
cited
Leafy Spurge Dataset: Real-world Weed Classification Within Aerial Drone Imagery
arXiv.org · 2024
5
cited
A Simple Approach for Visual Room Rearrangement: 3D Mapping and Semantic Search
International Conference on Learning Representations · 2023
4
cited
Ground-truthed and high-resolution drone images of the leafy spurge weed plant (Euphorbia esula)
Scientific Data · 2025
1
cited
A DAPTIVELY -L ABELED V ISION D ATASETS V IA I NSTANCE -L EVEL R ETRIEVAL
A S IMPLE A PPROACH FOR V ISUAL R OOM R EARRANGE - MENT : 3D M APPING AND S EMANTIC S EARCH
2023
Probing the lighting sensitivity of image encoders with repeat drone imagery: A case study of plant height estimation
Understanding Visual Concepts Across Models
arXiv.org · 2024
Wayward Concepts In Multimodal Models
International Conference on Learning Representations · 2025
Sotabase
Brandon Trabucco | Researcher Profile | Sotabase | Sotabase