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Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure


Sep 28, 2022
Shaohua Fan, Xiao Wang, Yanhu Mo, Chuan Shi, Jian Tang

* Accepted by NeurIPS2022 

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PaLI: A Jointly-Scaled Multilingual Language-Image Model


Sep 16, 2022
Xi Chen, Xiao Wang, Soravit Changpinyo, AJ Piergiovanni, Piotr Padlewski, Daniel Salz, Sebastian Goodman, Adam Grycner, Basil Mustafa, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Nan Ding, Keran Rong, Hassan Akbari, Gaurav Mishra, Linting Xue, Ashish Thapliyal, James Bradbury, Weicheng Kuo, Mojtaba Seyedhosseini, Chao Jia, Burcu Karagol Ayan, Carlos Riquelme, Andreas Steiner, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut


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See Finer, See More: Implicit Modality Alignment for Text-based Person Retrieval


Aug 26, 2022
Xiujun Shu, Wei Wen, Haoqian Wu, Keyu Chen, Yiran Song, Ruizhi Qiao, Bo Ren, Xiao Wang

* Accepted at ECCV Workshop on Real-World Surveillance (RWS 2022) 

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Few-Shot Learning Meets Transformer: Unified Query-Support Transformers for Few-Shot Classification


Aug 26, 2022
Xixi Wang, Xiao Wang, Bo Jiang, Bin Luo


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Learning Spatial-Frequency Transformer for Visual Object Tracking


Aug 18, 2022
Chuanming Tang, Xiao Wang, Yuanchao Bai, Zhe Wu, Jianlin Zhang, Yongmei Huang


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Criteria Comparative Learning for Real-scene Image Super-Resolution


Jul 26, 2022
Yukai Shi, Hao Li, Sen Zhang, Zhijing Yang, Xiao Wang

* To address the generalization on out-of-distribution (OOD) data, we also built a new RealSR-Zero dataset for an interesting OOD evaluation. Project address: https://github.com/House-Leo/RealSR-Zero 

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SPAIC: A Spike-based Artificial Intelligence Computing Framework


Jul 26, 2022
Chaofei Hong, Mengwen Yuan, Mengxiao Zhang, Xiao Wang, Chegnjun Zhang, Jiaxin Wang, Gang Pan, Zhaohui Wu, Huajin Tang

* This Paper has been submitted to IEEE computational intelligence magazine 

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Prompt-based Learning for Unpaired Image Captioning


May 26, 2022
Peipei Zhu, Xiao Wang, Lin Zhu, Zhenglong Sun, Weishi Zheng, Yaowei Wang, Changwen Chen


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Robust Sensible Adversarial Learning of Deep Neural Networks for Image Classification


May 20, 2022
Jungeum Kim, Xiao Wang


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