David Acuna
University of Toronto
H-index: 16
North America-Canada
Top articles of David Acuna
RefFusion: Reference Adapted Diffusion Models for 3D Scene Inpainting
arXiv preprint arXiv:2404.10765
2024/4/16
Translating Labels to Solve Annotation Mismatches Across Object Detection Datasets
2023/10/13
Shape fusion for image analysis
2023/10/26
Learning to generate synthetic datasets for training neural networks
2023/7/20
Bridging the sim2real gap with care: Supervised detection adaptation with conditional alignment and reweighting
arXiv preprint arXiv:2302.04832
2023/2/9
Dreamteacher: Pretraining image backbones with deep generative models
ICCV 2023
2023/7/14
Visual Learning Using Synthetic Data
2023
David Acuna
H-Index: 8
Domain adversarial training: A game perspective
2022/2
Federated learning with heterogeneous architectures using graph hypernetworks
arXiv preprint arXiv:2201.08459
2022/1/20
How much more data do i need? estimating requirements for downstream tasks
2022
Architecture-agnostic federated learning system
2022/12/8
Training perception models using synthetic data for autonomous systems and applications
2022/12/8
How many trained neural networks are needed for influence estimation in modern deep learning?
2022/12/6
Domain adaptation using domain-adversarial learning in synthetic data systems and applications
2022/12/1
Neural light field estimation for street scenes with differentiable virtual object insertion
2022/10/23
Unsupervised domain adaptation with neural networks
2022/4/7
Object image completion
2022/3/3
Scalable neural data server: A data recommender for transfer learning
Advances in Neural Information Processing Systems
2021/12/6
David Acuna
H-Index: 8
Sanja Fidler
H-Index: 52
Towards optimal strategies for training self-driving perception models in simulation
Advances in Neural Information Processing Systems
2021/12/6
Co-Authors
