Antonio Torralba

Latest

• Large-scale Amortized Text-To-Enhanced3D Synthesis
• DreamTeacher: Pretraining Image Backbones with Deep Generative Models
• NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models
• Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps
• BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations
• EditGAN: High-Precision Semantic Image Editing
• DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort
• DriveGAN: Towards a Controllable High-Quality Neural Simulation
• Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization
• Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering
• Learning to Simulate Dynamic Environments with GameGAN
• Neural Turtle Graphics for Modeling City Road Layouts
• Meta Sim: Learning to Generate Synthetic Datasets