6 citations · 18 across the 6 of their papers we have counts for
6 papers
DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer
Wenju Xu, Chengjiang Long, Ruisheng Wang +1
The paper proposes a Dynamic ResBlock Generative Adversarial Network (DRB-GAN) for artistic style transfer. The style code is modeled as the shared parameters for Dynamic ResBlocks…
Dual Graph Convolutional Networks with Transformer and Curriculum Learning for Image Captioning
Xinzhi Dong, Chengjiang Long, Wenju Xu +1
Existing image captioning methods just focus on understanding the relationship between objects or instances in a single image, without exploring the contextual correlation existed…
Direct Visual-Inertial Odometry with Semi-Dense Mapping
Wenju Xu, Dongkyu Choi, Guanghui Wang
The paper presents a direct visual-inertial odometry system. In particular, a tightly coupled nonlinear optimization based method is proposed by integrating the recent advances in…
Toward Learning a Unified Many-to-Many Mapping for Diverse Image Translation
Wenju Xu, Shawn Keshmiri, Guanghui Wang
Image-to-image translation, which translates input images to a different domain with a learned one-to-one mapping, has achieved impressive success in recent years. The success of t…
Time-Delay Momentum: A Regularization Perspective on the Convergence and Generalization of Stochastic Momentum for Deep Learning
Ziming Zhang, Wenju Xu, Alan Sullivan
In this paper we study the problem of convergence and generalization error bound of stochastic momentum for deep learning from the perspective of regularization. To do so, we first…
Adversarially Approximated Autoencoder for Image Generation and Manipulation
Wenju Xu, Shawn Keshmiri, Guanghui Wang
Regularized autoencoders learn the latent codes, a structure with the regularization under the distribution, which enables them the capability to infer the latent codes given obser…