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GARF:Geometry-Aware Generalized Neural Radiance Field


Dec 07, 2022
Yue Shi, Dingyi Rong, Bingbing Ni, Chang Chen, Wenjun Zhang

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Towards Real World HDRTV Reconstruction: A Data Synthesis-based Approach


Nov 06, 2022
Zhen Cheng, Tao Wang, Yong Li, Fenglong Song, Chang Chen, Zhiwei Xiong

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Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report


Oct 20, 2022
Marcos V. Conde, Radu Timofte, Yibin Huang, Jingyang Peng, Chang Chen, Cheng Li, Eduardo Pérez-Pellitero, Fenglong Song, Furui Bai, Shuai Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yu Zhu, Chenghua Li, Yingying Jiang, Yong A, Peisong Wang, Cong Leng, Jian Cheng, Xiaoyu Liu, Zhicun Yin, Zhilu Zhang, Junyi Li, Ming Liu, Wangmeng Zuo, Jun Jiang, Jinha Kim, Yue Zhang, Beiji Zou, Zhikai Zong, Xiaoxiao Liu, Juan Marín Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Furkan Kınlı, Barış Özcan, Furkan Kıraç, Li Leyi, SM Nadim Uddin, Dipon Kumar Ghosh, Yong Ju Jung

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* ECCV 2022 Advances in Image Manipulation (AIM) workshop 

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Trans4Map: Revisiting Holistic Top-down Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers


Jul 13, 2022
Chang Chen, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen

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* Code will be made publicly available at https://github.com/jamycheung/Trans4Map 

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TransDreamer: Reinforcement Learning with Transformer World Models


Feb 19, 2022
Chang Chen, Yi-Fu Wu, Jaesik Yoon, Sungjin Ahn

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* Deep RL Workshop NeurIPS 2021 

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Retinal Vessel Segmentation with Pixel-wise Adaptive Filters


Feb 03, 2022
Mingxing Li, Shenglong Zhou, Chang Chen, Yueyi Zhang, Dong Liu, Zhiwei Xiong

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* Accepted by ISBI 2022 

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Continuous Spectral Reconstruction from RGB Images via Implicit Neural Representation


Dec 24, 2021
Ruikang Xu, Mingde Yao, Chang Chen, Lizhi Wang, Zhiwei Xiong

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Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation


Aug 16, 2021
Haobin Tan, Chang Chen, Xinyu Luo, Jiaming Zhang, Constantin Seibold, Kailun Yang, Rainer Stiefelhagen

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* Code, dataset, and video demo will be made publicly available at https://github.com/EckoTan0804/flying-guide-dog 

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Advanced Deep Networks for 3D Mitochondria Instance Segmentation


Apr 16, 2021
Mingxing Li, Chang Chen, Xiaoyu Liu, Wei Huang, Yueyi Zhang, Zhiwei Xiong

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* 4 pages, 3 figures 

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Hierarchical Classification of Pulmonary Lesions: A Large-Scale Radio-Pathomics Study


Oct 08, 2020
Jiancheng Yang, Mingze Gao, Kaiming Kuang, Bingbing Ni, Yunlang She, Dong Xie, Chang Chen

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* MICCAI 2020 (Early Accepted) 

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