Brandon Trabucco
9 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
black-box optimization
(2)
model-based optimization
(2)
diffusion model
(2)
image generation
(2)
offline optimization
(2)
distribution shift
(1)
semantic search
(1)
reinforcement learning
(1)
data augmentation
(1)
policy gradient
(1)
few-shot learning
(1)
pareto efficiency
(1)
transfer learning
(1)
adversarial attack
(1)
autoregressive model
(1)
variational inference
(1)
deep neural network
(1)
language model
(1)
zero-shot generalization
(1)
semantic segmentation
(1)
Papers
Wayward Concepts In Multimodal Models
ICLR 2025
Effective Data Augmentation With Diffusion Models
ICLR 2024
Stylus: Automatic Adapter Selection for Diffusion Models
NeurIPS 2024
A Simple Approach for Visual Room Rearrangement: 3D Mapping and Semantic Search
ICLR 2023
AnyMorph: Learning Transferable Polices By Inferring Agent Morphology
ICML 2022
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization
ICML 2022
Conservative Objective Models for Effective Offline Model-Based Optimization
ICML 2021
Discovering Non-monotonic Autoregressive Orderings with Variational Inference
ICLR 2021
Synthetic Datasets for Neural Program Synthesis
ICLR 2019