David Acuna

15

Papers

15

Total Citations

Papers (15)

Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning

NeurIPS 2025arXiv

Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++

Object Instance Annotation With Deep Extreme Level Set Evolution

Devil Is in the Edges: Learning Semantic Boundaries From Noisy Annotations

Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data

How Much More Data Do I Need? Estimating Requirements for Downstream Tasks

Neural Turtle Graphics for Modeling City Road Layouts

Meta-Sim: Learning to Generate Synthetic Datasets

Gated-SCNN: Gated Shape CNNs for Semantic Segmentation

DreamTeacher: Pretraining Image Backbones with Deep Generative Models

Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion

Can Large Vision-Language Models Correct Semantic Grounding Errors By Themselves?

Variational Amodal Object Completion

Towards Optimal Strategies for Training Self-Driving Perception Models in Simulation

Scalable Neural Data Server: A Data Recommender for Transfer Learning