297 citations · 325 across the 12 of their papers we have counts for
4 papers · 1 filter
FA-GAN: Feature-Aware GAN for Text to Image Synthesis
Eunyeong Jeon, Kunhee Kim, Daijin Kim
Text-to-image synthesis aims to generate a photo-realistic image from a given natural language description. Previous works have made significant progress with Generative Adversaria…
Localization Uncertainty-Based Attention for Object Detection
Sanghun Park, Kunhee Kim, Eunseop Lee +1
Object detection has been applied in a wide variety of real world scenarios, so detection algorithms must provide confidence in the results to ensure that appropriate decisions can…
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation
Taehun Kim, Hyemin Lee, Daijin Kim
We propose Uncertainty Augmented Context Attention network (UACANet) for polyp segmentation which consider a uncertain area of the saliency map. We construct a modified version of…
SpaceMeshLab: Spatial Context Memoization and Meshgrid Atrous Convolution Consensus for Semantic Segmentation
Taehun Kim, Jinseong Kim, Daijin Kim
Semantic segmentation networks adopt transfer learning from image classification networks which occurs a shortage of spatial context information. For this reason, we propose Spatia…