228 citations · 683 across the 35 of their papers we have counts for
7 papers · 1 filter
Geometry-Aware Learning of Maps for Camera Localization
Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim +2
Maps are a key component in image-based camera localization and visual SLAM systems: they are used to establish geometric constraints between images, correct drift in relative pose…
TextureGAN: Controlling Deep Image Synthesis with Texture Patches
Wenqi Xian, Patsorn Sangkloy, Varun Agrawal +5
In this paper, we investigate deep image synthesis guided by sketch, color, and texture. Previous image synthesis methods can be controlled by sketch and color strokes but we are t…
Revisiting IM2GPS in the Deep Learning Era
Nam Vo, Nathan Jacobs, James Hays
Image geolocalization, inferring the geographic location of an image, is a challenging computer vision problem with many potential applications. The recent state-of-the-art approac…
On Convergence and Stability of GANs
Naveen Kodali, Jacob Abernethy, James Hays +1
We propose studying GAN training dynamics as regret minimization, which is in contrast to the popular view that there is consistent minimization of a divergence between real and ge…
Super-resolution Using Constrained Deep Texture Synthesis
Libin Sun, James Hays
Hallucinating high frequency image details in single image super-resolution is a challenging task. Traditional super-resolution methods tend to produce oversmoothed output images d…
Complex Event Recognition from Images with Few Training Examples
Unaiza Ahsan, Chen Sun, James Hays +1
We propose to leverage concept-level representations for complex event recognition in photographs given limited training examples. We introduce a novel framework to discover event…