Douglas M. Souza

I am a PhD student at the School of Technology of PUCRS. My research is focused on deep generative models that generate images from text descriptions.

Posts by Tag

Deep Neural Networks 3
GANs 2
Face Pose Synthesis 1
Face Frontalization 1
Bidirectional Retrieval 1
Multimodal learning 1
Text-to-Image Generation 1

Deep Neural Networks

Efficient Neural Architecturefor Text-to-Image Synthesis

less than 1 minute read

Language-Agnostic Visual-Semantic Embeddings

less than 1 minute read

Towards High-Resolution Face Pose Synthesis

less than 1 minute read

GANs

Efficient Neural Architecturefor Text-to-Image Synthesis

less than 1 minute read

Towards High-Resolution Face Pose Synthesis

less than 1 minute read

Face Pose Synthesis

Towards High-Resolution Face Pose Synthesis

less than 1 minute read

Face Frontalization

Towards High-Resolution Face Pose Synthesis

less than 1 minute read

Bidirectional Retrieval

Language-Agnostic Visual-Semantic Embeddings

less than 1 minute read

Multimodal learning

Language-Agnostic Visual-Semantic Embeddings

less than 1 minute read

Text-to-Image Generation

Efficient Neural Architecturefor Text-to-Image Synthesis

less than 1 minute read