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Mutual Information-guided Knowledge Transfer for Novel Class Discovery



Chuyu Zhang , Chuanyang Hu , Ruijie Xu , Zhitong Gao , Qian He , Xuming He

* in submission 

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ROI-Constrained Bidding via Curriculum-Guided Bayesian Reinforcement Learning



Haozhe Wang , Chao Du , Panyan Fang , Shuo Yuan , Xuming He , Liang Wang , Bo Zheng

* Accepted by SIGKDD 2022 

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FishGym: A High-Performance Physics-based Simulation Framework for Underwater Robot Learning



Wenji Liu , Kai Bai , Xuming He , Shuran Song , Changxi Zheng , Xiaopei Liu

* 8 pages,8 figures 

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Automatic spinal curvature measurement on ultrasound spine images using Faster R-CNN



Zhichao Liu , Liyue Qian , Wenke Jing , Desen Zhou , Xuming He , Edmond Lou , Rui Zheng

* Accepted by IUS2021 

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General Incremental Learning with Domain-aware Categorical Representations



Jiangwei Xie , Shipeng Yan , Xuming He

* Accepted by CVPR2022 

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Intention-aware Feature Propagation Network for Interactive Segmentation



Chuyu Zhang , Chuanyang Hu , Yongfei Liu , Xuming He


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Weakly Supervised Nuclei Segmentation via Instance Learning



Weizhen Liu , Qian He , Xuming He

* Accepted by ISBI 2022 as Oral Presentation 

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Budget-aware Few-shot Learning via Graph Convolutional Network



Shipeng Yan , Songyang Zhang , Xuming He


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SGTR: End-to-end Scene Graph Generation with Transformer



Rongjie Li , Songyang Zhang , Xuming He


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