Brandon Trabucco

According to our database, Brandon Trabucco authored at least 9 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Effective Data Augmentation With Diffusion Models.

Brandon Trabucco, Kyle Doherty, Max Gurinas, Ruslan Salakhutdinov

CoRR, 2023

A Simple Approach for Visual Room Rearrangement: 3D Mapping and Semantic Search.

Brandon Trabucco, Gunnar A. Sigurdsson, Robinson Piramuthu, Gaurav S. Sukhatme, Ruslan Salakhutdinov

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

A Simple Approach for Visual Rearrangement: 3D Mapping and Semantic Search.

Brandon Trabucco, Gunnar A. Sigurdsson, Robinson Piramuthu, Gaurav S. Sukhatme, Ruslan Salakhutdinov

CoRR, 2022

AnyMorph: Learning Transferable Polices By Inferring Agent Morphology.

Brandon Trabucco, Mariano Phielipp, Glen Berseth

Proceedings of the International Conference on Machine Learning, 2022

Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization.

Brandon Trabucco, Xinyang Geng, Aviral Kumar, Sergey Levine

Proceedings of the International Conference on Machine Learning, 2022

2021

Conservative Objective Models for Effective Offline Model-Based Optimization.

Brandon Trabucco, Aviral Kumar, Xinyang Geng, Sergey Levine

Proceedings of the 38th International Conference on Machine Learning, 2021

Discovering Non-monotonic Autoregressive Orderings with Variational Inference.

Xuanlin Li, Brandon Trabucco, Dong Huk Park, Michael Luo, Sheng Shen, Trevor Darrell, Yang Gao

Proceedings of the 9th International Conference on Learning Representations, 2021

2019

Inferring the Optimal Policy using Markov Chain Monte Carlo.

Brandon Trabucco, Albert Qu, Simon Li, Ganeshkumar Ashokavardhanan

CoRR, 2019

Synthetic Datasets for Neural Program Synthesis.

Richard Shin, Neel Kant, Kavi Gupta, Chris Bender, Brandon Trabucco, Rishabh Singh, Dawn Song

Proceedings of the 7th International Conference on Learning Representations, 2019