45 citations · 71 across the 10 of their papers we have counts for
10 papers
PFB-Diff: Progressive Feature Blending Diffusion for Text-driven Image Editing
Wenjing Huang, Shikui Tu, Lei Xu
Diffusion models have demonstrated their ability to generate diverse and high-quality images, sparking considerable interest in their potential for real image editing applications.…
Linking Sketch Patches by Learning Synonymous Proximity for Graphic Sketch Representation
Sicong Zang, Shikui Tu, Lei Xu
Graphic sketch representations are effective for representing sketches. Existing methods take the patches cropped from sketches as the graph nodes, and construct the edges based on…
IA-FaceS: A Bidirectional Method for Semantic Face Editing
Wenjing Huang, Shikui Tu, Lei Xu
Semantic face editing has achieved substantial progress in recent years. Known as a growingly popular method, latent space manipulation performs face editing by changing the latent…
Deep Rival Penalized Competitive Learning for Low-resolution Face Recognition
Peiying Li, Shikui Tu, Lei Xu
Current face recognition tasks are usually carried out on high-quality face images, but in reality, most face images are captured under unconstrained or poor conditions, e.g., by v…
Solve Traveling Salesman Problem by Monte Carlo Tree Search and Deep Neural Network
Zhihao Xing, Shikui Tu, Lei Xu
We present a self-learning approach that combines deep reinforcement learning and Monte Carlo tree search to solve the traveling salesman problem. The proposed approach has two adv…
Revisit Lmser and its further development based on convolutional layers
Wenjing Huang, Shikui Tu, Lei Xu
Proposed in 1991, Least Mean Square Error Reconstruction for self-organizing network, shortly Lmser, was a further development of the traditional auto-encoder (AE) by folding the a…
A* Tree Search for Portfolio Management
Xiaojie Gao, Shikui Tu, Lei Xu
We propose a planning-based method to teach an agent to manage portfolio from scratch. Our approach combines deep reinforcement learning techniques with search techniques like Alph…
Computational Decomposition of Style for Controllable and Enhanced Style Transfer
Minchao Li, Shikui Tu, Lei Xu
Neural style transfer has been demonstrated to be powerful in creating artistic image with help of Convolutional Neural Networks (CNN). However, there is still lack of computationa…
Sketch-pix2seq: a Model to Generate Sketches of Multiple Categories
Yajing Chen, Shikui Tu, Yuqi Yi +1
Sketch is an important media for human to communicate ideas, which reflects the superiority of human intelligence. Studies on sketch can be roughly summarized into recognition and…
A Comparative Study of Joint-SNVs Analysis Methods and Detection of Susceptibility Genes for Gastric Cancer in Korean Population
Jin-Xiong Lv, Shikui Tu, Lei Xu
Many joint-SNVs (single-nucleotide variants) analysis methods were proposed to tackle the "missing heritability" problem, which emphasizes that the joint genetic variants can expla…