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PA-GM: Position-Aware Learning of Embedding Networks for Deep Graph Matching


Jan 05, 2023
Dongdong Chen, Yuxing Dai, Lichi Zhang, Zhihong Zhang

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* for dataset link, see https://www.di.ens.fr/willow/research/graphlearning/ 

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NeRF-Art: Text-Driven Neural Radiance Fields Stylization


Dec 15, 2022
Can Wang, Ruixiang Jiang, Menglei Chai, Mingming He, Dongdong Chen, Jing Liao

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* Project page: https://cassiepython.github.io/nerfart/ 

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Look Before You Match: Instance Understanding Matters in Video Object Segmentation


Dec 13, 2022
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Chuanxin Tang, Xiyang Dai, Yucheng Zhao, Yujia Xie, Lu Yuan, Yu-Gang Jiang

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CLIP Itself is a Strong Fine-tuner: Achieving 85.7% and 88.0% Top-1 Accuracy with ViT-B and ViT-L on ImageNet


Dec 12, 2022
Xiaoyi Dong, Jianmin Bao, Ting Zhang, Dongdong Chen, Shuyang Gu, Weiming Zhang, Lu Yuan, Dong Chen, Fang Wen, Nenghai Yu

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* Technical Report, code will be available at https://github.com/LightDXY/FT-CLIP 

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Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning


Dec 08, 2022
Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Lu Yuan, Yu-Gang Jiang

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X-Paste: Revisit Copy-Paste at Scale with CLIP and StableDiffusion


Dec 07, 2022
Hanqing Zhao, Dianmo Sheng, Jianmin Bao, Dongdong Chen, Dong Chen, Fang Wen, Lu Yuan, Ce Liu, Wenbo Zhou, Qi Chu, Weiming Zhang, Nenghai Yu

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Robust Point Cloud Segmentation with Noisy Annotations


Dec 06, 2022
Shuquan Ye, Dongdong Chen, Songfang Han, Jing Liao

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* To Appear at TPAMI 2022. arXiv admin note: substantial text overlap with arXiv:2107.14230 

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Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles


Nov 29, 2022
Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao

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* Code: https://github.com/pleaseconnectwifi/DANCE Project page: shuquanye.com/DANCE_website 

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Self-Supervised Learning based on Heat Equation


Nov 23, 2022
Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin

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SinDiffusion: Learning a Diffusion Model from a Single Natural Image


Nov 22, 2022
Weilun Wang, Jianmin Bao, Wengang Zhou, Dongdong Chen, Dong Chen, Lu Yuan, Houqiang Li

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