Feb 4, 2019 · For this reason, in our paper, we proposed a novel method in which we introduced an additional set of attentions between true-grid regions and ...
The current state-of-the-art algorithm applies attentions between individual regular-grid regions of an image and words of a sentence. These approaches are ...
Therefore, in this paper, a few novel strategies have been proposed to improve the current attention based mechanism, in particular, we uniquely incorporate ...
This paper proposed a novel method in which an additional set of attentions were introduced between true-grid regions and word phrases, ...
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Realistic Image Generation using Region-phrase Attention ... The true-grid region is derived using a set of auxiliary bounding boxes. ... Cannot find the paper you ...
We propose a discriminator that measures the realness of human face region as well as the face features. A generated image along with its sentence encoding is ...
We first obtain each word's region based on attention maps of a diffusion process using plain text. For each region, we en- force its text attributes by ...
Mar 2, 2022 · AttnGAN is a generative adversarial neural network based on attention mechanism. This model creates a 256 × 256 image with a text description [ ...
Abstract—State-of-the-art methods in the image-to-image translation are capable of learning a mapping from a source domain to a target domain with unpaired ...
May 31, 2024 · PDF | In this paper, we propose an Attentional Concatenation Generative Adversarial Network (ACGAN) aiming at generating 1024 × 1024 ...