Efficient Denoising Diffusion via Probabilistic Masking.
Weizhong Zhang, Zhiwei Zhang, Renjie Pi, Zhongming Jin, Yuan Gao, Jieping Ye, and Kani Chen.
International Conference on Machine Learning (ICML), 2024.
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DMTG: One-Shot Differentiable Multi-Task Grouping.
Yuan Gao, Shuguo Jiang, Moran Li, Jin-Gang Yu, and Gui-Song Xia.
International Conference on Machine Learning (ICML), 2024.
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arXiv
Poster
Anchor-based Robust Finetuning of Vision-Language Models.
Jinwei Han, Zhiwen Lin, Zhongyisun Sun, Yingguo Gao, Ke Yan, Shouhong Ding, Yuan Gao^, and Gui-Song Xia^. (^ indicates corresponding authors)
IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
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arXiv
DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning.
Shihua Zhang, Zizhuo Li, Yuan Gao, and Jiayi Ma.
IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
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Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost.
Yuan Gao, Weizhong Zhang, Wenhan Luo, Lin Ma, Jin-Gang Yu, Gui-Song Xia, and Jiayi Ma.
International Conference on Learning Representations (ICLR), 2024.
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arXiv
Poster
MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction.
Qian Hu, Jiayi Ma, Yuan Gao, Junjun Jiang, and Yixuan Yuan.
IEEE/CAA Journal of Automatica Sinica, 2024.
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Locality Preserving Refinement for Shape Matching with Functional Maps.
Yifan Xia, Yifan Lu, Yuan Gao^, Jiayi Ma^. (^ indicates corresponding authors)
AAAI Conference on Artificial Intelligence (AAAI), 2024.
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Finding Dynamics Preserving Adversarial Winning Tickets.
Xupeng Shi, Pengfei Zheng, A. Adam Ding, Yuan Gao, and Weizhong Zhang.
Artificial Intelligence and Statistics (AISTATS), 2022.
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arXiv
Exploiting Learnable Joint Groups for Hand Pose Estimation.
Moran Li*, Yuan Gao*, and Nong Sang. (* indicates equal contributions)
AAAI Conference on Artificial Intelligence (AAAI), 2021.
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arXiv
TileGAN: Category-oriented Attention-based High-quality Tiled Clothes Generation from Dressed Person.
Wei Zeng, Mingbo Zhao, Yuan Gao, and Zhao Zhang.
Neural Computing and Applications, 2020.
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MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning.
Yuan Gao*, Haoping Bai*, Zequn Jie, Jiayi Ma, Kui Jia, and Wei Liu. (* indicates equal contributions)
IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
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Supp. Materials
arXiv
Poster
Estimation of 3D Category-Specific Object Structure: Symmetry, Manhattan and/or Multiple Images.
Yuan Gao^, and Alan L. Yuille. (^ indicates corresponding author)
International Journal of Computer Vision (IJCV), 2019.
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ML277 specifically enhances the fully activated open state of KCNQ1 by modulating VSD-pore coupling.
Panpan Hou, Jingyi Shi, Kelli McFarland White, Yuan Gao, and Jianmin Cui.
eLife 8:e48576, 2019.
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NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction.
Yuan Gao, Jiayi Ma, Mingbo Zhao, Wei Liu, and Alan L. Yuille.
IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
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Supp. Materials
arXiv
Poster
Feature-guided Gaussian Mixture Model for Image Matching.
Jiayi Ma, Xingyu Jiang, Junjun Jiang, and Yuan Gao^. (^ indicates corresponding author)
Pattern Recognition, vol.92, pp.231-245, 2019.
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Face Anti-Spoofing: Model Matters, So Does Data.
Xiao Yang*, Wenhan Luo*, Linchao Bao, Yuan Gao, Dihong Gong, Shibao Zheng, Zhifeng Li, and Wei Liu. (* indicates equal contributions)
IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
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Reduced-Rank Linear Dynamical Systems.
Qi She, Yuan Gao, Kai Xu, and Rosa H.M. Chan.
AAAI Conference on Artificial Intelligence (AAAI), 2018.
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Inactivation of KCNQ1 potassium channels reveals dynamic coupling between voltage sensing and pore opening.
Panpan Hou, Jodene Eldstrom, Jingyi Shi, Ling Zhong, Kelli McFarland, Yuan Gao, David Fedida, and Jianmin Cui.
Nature Communications, vol.8, article no.1730, 2017.
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Locality Preserving Matching.
Jiayi Ma, Ji Zhao, Hanqi Guo, Junjun Jiang, Huabing Zhou, and Yuan Gao.
International Joint Conference on Artificial Intelligence (IJCAI), 2017.
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Exploiting Symmetry and/or Manhattan Properties for 3D Object Structure Estimation from Single and Multiple Images.
Yuan Gao, and Alan L. Yuille.
IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
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Supp. Materials
arXiv
Semi-Supervised Sparse Representation Based Classification for Face Recognition with Insufficient Labeled Samples.
Yuan Gao, Jiayi Ma, and Alan L. Yuille.
IEEE Transactions on Image Processing (TIP), vol.26, no.5, pp.1-16, 2017. (ESI Highly Cited Paper)
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arXiv
Symmetric Non-Rigid Structure from Motion for Category-Specific Object Structure Estimation.
Yuan Gao, and Alan L. Yuille.
European Conference on Computer Vision (ECCV), 408-424, 2016.
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arXiv
Sparse Unmixing of Hyperspectral Data based on Robust Linear Mixing Model.
Chang Li, Yong Ma, Yuan Gao, Zhongyuan Wang, and Jiayi Ma.
IEEE International Conference on Visual Communications and Image Processing (VCIP), 2016. (Oral Presentation)
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Robust Image Matching Via Feature Guided Gaussian Mixture Model.
Jiayi Ma, Junjun Jiang, Yuan Gao, Jun Chen, and Chengyin Liu.
IEEE International Conference on Multimedia and Expo (ICME), 2016. (Oral Presentation)
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Computational classification of different wild-type zebrafish strains based on their variation in light-induced locomotor response.
Yuan Gao, Gaonan Zhang, Beth Jelfs, Yuk Fai Leung, Rosa H.M. Chan, et al.
Computers in Biology and Medicine, vol.69, pp.1–9, 2016.
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Robust feature matching for remote sensing image registration via locally linear transforming.
Jiayi Ma, Huabing Zhou, Ji Zhao, Yuan Gao, Junjun Jiang, and Jinwen Tian.
IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol.53, no.12, pp.6469-6481, 2016. (ESI Hot Paper & ESI Highly Cited Paper)
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A framework for quantification and visualization of segmentation accuracy and variability in 3D lateral ventricle ultrasound images of preterm neonates.
Yimin Chen, Wu Qiu, Jessica Kishimoto, Yuan Gao, Rosa H. M. Chan, Sandrine de Ribaupierre, et al.
Medical Physics, vol.42, no.6387, 2015.
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Naming Game on Networks: Let Everyone be Both Speaker and Hearer.
Yuan Gao, Guanrong Chen, and Rosa H. M. Chan.
Scientific Reports, vol.4, no.6149, 2014.
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arXiv
A high-throughput zebrafish screening method for visual mutants by light-induced locomotor response.
Yuan Gao, Rosa H. M. Chan, Tommy W. S. Chow, Liyun Zhang, Sylvia Bonilla, Yuk Fai Leung, et al.
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), vol.11, no.4, pp.693-701, 2014.
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A robust and outlier-adaptive method for non-rigid point registration.
Yuan Gao, Jiayi Ma, Ji Zhao, Jinwen Tian, and Dazhi Zhang.
Pattern Analysis and Application, vol.17, pp.379-388, 2014.
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Terrain Reconstruction Algorithm Based on Epipolar Line Rectification and Dense Matching.
Wenjuan Jiang, Yuan Gao, Jiayi Ma, Dazhi Zhang, and Jinwen Tian.
SPIE Multispectral Image Processing and Pattern Recognition (MIPPR), 2011
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Obstacle detection by ground homograph estimation during autonomous navigation.
Yuan Gao, Jiayi Ma, Wenjuan Jiang, and Jinwen Tian.
SPIE Multispectral Image Processing and Pattern Recognition (MIPPR), 2011
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An algorithm for remote sensing image mosaic based on valid area.
Yi Yang, Yuan Gao, Haitao Li, and Yanshun Han.
IEEE International Symposium on Image and Data Fusion (ISIDF), 2011.
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