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2022 Journal Article High frame rate video reconstruction based on an event cameraPan, Liyuan, Hartley, Richard, Scheerlinck, Cedric, Liu, Miaomiao, Yu, Xin and Dai, Yuchao (2022). High frame rate video reconstruction based on an event camera. IEEE Transactions On Pattern Analysis and Machine Intelligence, 44 (5), 2519-2533. doi: 10.1109/TPAMI.2020.3036667 |
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2022 Journal Article Impaired neurogenesis alters brain biomechanics in a neuroprogenitor-based genetic subtype of congenital hydrocephalusDuy, Phan Q., Weise, Stefan C., Marini, Claudia, Li, Xiao-Jun, Liang, Dan, Dahl, Peter J., Ma, Shaojie, Spajic, Ana, Dong, Weilai, Juusola, Jane, Kiziltug, Emre, Kundishora, Adam J., Koundal, Sunil, Pedram, Maysam Z., Torres-Fernández, Lucia A., Händler, Kristian, De Domenico, Elena, Becker, Matthias, Ulas, Thomas, Juranek, Stefan A., Cuevas, Elisa, Hao, Le Thi, Jux, Bettina, Sousa, André M. M., Liu, Fuchen, Kim, Suel-Kee, Li, Mingfeng, Yang, Yiying, Takeo, Yutaka ... Kahle, Kristopher T. (2022). Impaired neurogenesis alters brain biomechanics in a neuroprogenitor-based genetic subtype of congenital hydrocephalus. Nature Neuroscience, 25 (4), 458-473. doi: 10.1038/s41593-022-01043-3 |
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2022 Journal Article Single-image deraining via recurrent residual multiscale networksZheng, Yupei, Yu, Xin, Liu, Miaomiao and Zhang, Shunli (2022). Single-image deraining via recurrent residual multiscale networks. IEEE Transactions On Neural Networks and Learning Systems, 33 (3), 1310-1323. doi: 10.1109/TNNLS.2020.3041752 |
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2022 Journal Article Pro-UIGAN: progressive face hallucination from occluded thumbnailsZhang, Yang, Yu, Xin, Lu, Xiaobo and Liu, Ping (2022). Pro-UIGAN: progressive face hallucination from occluded thumbnails. IEEE Transactions On Image Processing, 31, 3236-3250. doi: 10.1109/TIP.2022.3167280 |
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2022 Conference Publication Batch Multi-Fidelity Active Learning with Budget ConstraintsLi, Shibo, Phillips, Jeff M., Yu, Xin, Kirby, Robert M. and Zhe, Shandian (2022). Batch Multi-Fidelity Active Learning with Budget Constraints. 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Online, 28 November - 9 December 2022. Maryland Heights, MO United States: Morgan Kaufmann Publishers. |
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2022 Journal Article Understanding atomic hand-object interaction with human intentionFan, Hehe, Zhuo, Tao, Yu, Xin, Yang, Yi and Kankanhalli, Mohan (2022). Understanding atomic hand-object interaction with human intention. IEEE Transactions On Circuits and Systems for Video Technology, 32 (1), 275-285. doi: 10.1109/TCSVT.2021.3058688 |
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2022 Journal Article Weakly supervised RGB-D salient object detection with prediction consistency training and active scribble boostingXu, Yunqiu, Yu, Xin, Zhang, Jing, Zhu, Linchao and Wang, Dadong (2022). Weakly supervised RGB-D salient object detection with prediction consistency training and active scribble boosting. IEEE Transactions On Image Processing, 31, 2148-2161. doi: 10.1109/TIP.2022.3151999 |
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2021 Conference Publication End-to-end multi-instance robotic reaching from monocular visionZhuang, Zheyu, Yu, Xin and Mahony, Robert (2021). End-to-end multi-instance robotic reaching from monocular vision. IEEE International Conference on Robotics and Automation (ICRA), Xian, China, 30 May - 5 June 2021. Washington, DC United States: IEEE Computer Society. doi: 10.1109/ICRA48506.2021.9561518 |
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2021 Conference Publication Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head MotionWang, Suzhen, Li, Lincheng, Ding, Yu, Fan, Changjie and Yu, Xin (2021). Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion. Thirtieth International Joint Conference on Artificial Intelligence, Montreal, Canada, 19-27 August 2021. Los Angeles, CA United States: International Joint Conferences on Artificial Intelligence Organization. doi: 10.24963/ijcai.2021/152 |
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2021 Conference Publication The IKEA ASM dataset: understanding people assembling furniture through actions, objects and poseBen-Shabat, Yizhak, Yu, Xin, Saleh, Fatemeh, Campbell, Dylan, Rodriguez-Opazo, Cristian, Li, Hongdong and Gould, Stephen (2021). The IKEA ASM dataset: understanding people assembling furniture through actions, objects and pose. IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI United States, 5-9 January 2021. Piscataway, NJ United States: IEEE Computer Society. doi: 10.1109/WACV48630.2021.00089 |
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2021 Conference Publication Auto-navigator: decoupled neural architecture search for visual navigationTang, Tianqi, Yu, Xin, Dong, Xuanyi and Yang, Yi (2021). Auto-navigator: decoupled neural architecture search for visual navigation. IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI United States, 5-9 January 2021. Piscataway, NJ United States: IEEE. doi: 10.1109/WACV48630.2021.00379 |
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2021 Conference Publication Modeling the probabilistic distribution of unlabeled data for one-shot medical image segmentationDing, Yuhang, Yu, Xin and Yang, Yi (2021). Modeling the probabilistic distribution of unlabeled data for one-shot medical image segmentation. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence, Online, 2–9 February 2021. Palo Alto, CA United States: Association for the Advancement of Artificial Intelligence. doi: 10.1609/aaai.v35i2.16212 |
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2021 Conference Publication Write-a-speaker: Text-based emotional and rhythmic talking-head generationLi, Lincheng, Wang, Suzhen, Zhang, Zhimeng, Ding, Yu, Zheng, Yixing, Yu, Xin and Changjie Fan (2021). Write-a-speaker: Text-based emotional and rhythmic talking-head generation. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence, Online, 2–9 February 2021. Palo Alto, CA United States: Association for the Advancement of Artificial Intelligence. doi: 10.1609/aaai.v35i3.16286 |
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2021 Conference Publication PSTNET: point spatio-temporal convolution on point cloud sequencesFan, Hehe, Yu, Xin, Ding, Yuhang, Yang, Yi and Kankanhalli, Mohan (2021). PSTNET: point spatio-temporal convolution on point cloud sequences. 9th International Conference on Learning Representations, Virtual, 3-7 May 2021. International Conference on Learning Representations, ICLR. |
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2021 Conference Publication VTNET: visual transformer network for object goal navigationDu, Heming, Yu, Xin and Zheng, Liang (2021). VTNET: visual transformer network for object goal navigation. 9th International Conference on Learning Representations, Virtual, 3-7 May 2021. Appleton WI USA: International Conference on Learning Representations. |
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2021 Journal Article Learning with noisy labels via self-reweighting from class centroidsMa, Fan, Wu, Yu, Yu, Xin and Yang, Yi (2021). Learning with noisy labels via self-reweighting from class centroids. IEEE Transactions On Neural Networks and Learning Systems, 33 (11), 6275-6285. doi: 10.1109/TNNLS.2021.3073248 |
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2021 Journal Article Progressive transfer learning for face anti-spoofingQuan, Ruijie, Wu, Yu, Yu, Xin and Yang, Yi (2021). Progressive transfer learning for face anti-spoofing. IEEE Transactions on Image Processing, 30, 3946-3955. doi: 10.1109/TIP.2021.3066912 |
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2021 Conference Publication Leaping from 2D Detection to Efficient 6DoF Object Pose EstimationLiu, Jinhui, Zou, Zhikang, Ye, Xiaoqing, Tan, Xiao, Ding, Errui, Xu, Feng and Yu, Xin (2021). Leaping from 2D Detection to Efficient 6DoF Object Pose Estimation. European Conference on Computer Vision ECCV 2020, Glasgow, United Kingdom, 23–28 August 2020. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-66096-3_47 |
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2021 Journal Article Face hallucination with finishing touchesZhang, Yang, Tsang, Ivor W., Li, Jun, Liu, Ping, Lu, Xiaobo and Yu, Xin (2021). Face hallucination with finishing touches. IEEE Transactions On Image Processing, 30 9318504, 1728-1743. doi: 10.1109/TIP.2020.3046918 |
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2021 Conference Publication PR-RRN: pairwise-regularized residual-recursive networks for non-rigid structure-from-motionZeng, Haitian, Dai, Yuchao, Yu, Xin, Wang, Xiaohan and Yang, Yi (2021). PR-RRN: pairwise-regularized residual-recursive networks for non-rigid structure-from-motion. 18th IEEE/CVF International Conference on Computer Vision (ICCV), Virtual, 11-17 October 2021. New York, NY, United States: IEEE. doi: 10.1109/ICCV48922.2021.00555 |
