Published Papers

2024

• Xu Ouyang, Ying Chen, Kaiyue Zhu, Gady Agam. Fine-grained Text to Image Synthesis. (ICPR)

• Xu Ouyang, Ying Chen, Kaiyue Zhu, Gady Agam. Image restoration refinement with Uformer GAN. (CVPR workshop)

2022

• Xu Ouyang, Tao Zhou, Rene Vidal, Arnab Dhua. SwinTransFuse: Fusing Swin and Multiscale Transformers for Fine-grained Image Recognition and Retrieval. (CVPR workshop)

• Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam. Semi-supervised Dual-Domain Adaptation for Semantic Segmentation. (ICPR)

• Kaiyue Zhu, Ying Chen, Xu Ouyang, Gady Agam. Fully recurrent RNN for knee ligament tear classification and localization in MRI scans. (Electronic Imaging)

2021

• Xu Ouyang, Ying Chen, Gady Agam. Accelerated WGAN update strategy with loss change rate balancing. (WACV)

• Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam. Semantic Segmentation in Aerial Images Using Class-Aware Unsupervised Domain Adaptation. (GeioAI)

• Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam. ComplexMix: Semi-Supervised Semantic Segmentation Via Mask-Based Data Augmentation. (ICIP)

2019

• Ying Chen, Xu Ouyang, Gady Agam. ChangeNet: Learning to Detect Changes in Satellite Images. (GeoAI@SIGSPATIAL)

2018

• Xu Ouyang, Xi Zhang, Di Ma, Gady Agam. Generating Image Sequence from Description with LSTM Conditional GAN. (ICPR)

• Xi Zhang, Di Ma, Xu Ouyang, Shanshan Jiang, Lin Gan, Gady Agam. Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask. (IJCAI)

• Ying Chen, Xu Ouyang, Gady Agam. MFCNET: END-TO-END APPROACH FOR CHANGE DETECTION IN IMAGES. (ICIP)

2017

• Di Ma, Xi Zhang, Xu Ouyang, Gady Agam. Lecture video indexing using boosted margin maximizing neural networks. (ICMLA)