Search Results for author: Xiongtao Zhang

Found 4 papers, 0 papers with code

TcGAN: Semantic-Aware and Structure-Preserved GANs with Individual Vision Transformer for Fast Arbitrary One-Shot Image Generation

no code implementations16 Feb 2023 Yunliang Jiang, Lili Yan, Xiongtao Zhang, Yong liu, Danfeng Sun

One-shot image generation (OSG) with generative adversarial networks that learn from the internal patches of a given image has attracted world wide attention.

Image Harmonization Image Super-Resolution

Fuzzy Knowledge Distillation from High-Order TSK to Low-Order TSK

no code implementations16 Feb 2023 Xiongtao Zhang, Zezong Yin, Yunliang Jiang, Yizhang Jiang, Danfeng Sun, Yong liu

High-order Takagi-Sugeno-Kang (TSK) fuzzy classifiers possess powerful classification performance yet have fewer fuzzy rules, but always be impaired by its exponential growth training time and poorer interpretability owing to High-order polynomial used in consequent part of fuzzy rule, while Low-order TSK fuzzy classifiers run quickly with high interpretability, however they usually require more fuzzy rules and perform relatively not very well.

Benchmarking Knowledge Distillation +1

Mask-Guided Image Person Removal with Data Synthesis

no code implementations29 Sep 2022 Yunliang Jiang, Chenyang Gu, Zhenfeng Xue, Xiongtao Zhang, Yong liu

As a special case of common object removal, image person removal is playing an increasingly important role in social media and criminal investigation domains.

On the Stochastic Singular Cucker--Smale Model: Well-Posedness, Collision-Avoidance and Flocking

no code implementations15 Dec 2020 Qiao Huang, Xiongtao Zhang

We study the Cucker--Smale (C-S) flocking systems involving both singularity and noise.

Dynamical Systems Probability 60H10, 82C22, 35B40, 92D50

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