Tianrui Liu

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All published works

Action	Title	Year	Authors
+ PDF Chat	Web Archives Metadata Generation with GPT-4o: Challenges and Insights	2024	A Huang Abhijit Nair Zhen Rong Goh Tianrui Liu
+ PDF Chat	EVA-S3PC: Efficient, Verifiable, Accurate Secure Matrix Multiplication Protocol Assembly and Its Application in Regression	2024	S. Andrew Peng Tianrui Liu Terence Tao D.X. Zhao Hao Sheng Haogang Zhu
+ PDF	Image Captioning in News Report Scenario	2024	Tianrui Liu Qi Cai Changxin Xu Bo Hong Jize Xiong Yuxin Qiao Tsungwei Yang
+ PDF Chat	Image Captioning in news report scenario	2024	Tianrui Liu Qi Cai Changxin Xu Bo Hong Jize Xiong Yuxin Qiao Tsungwei Yang
+	Invertible Mosaic Image Hiding Network for Very Large Capacity Image Steganography	2024	Zihan Chen Tianrui Liu Junjie Huang Wentao Zhao Xing Bi Meng Wang
+	Learning the Positions in CountSketch	2023	Simin Liu Tianrui Liu Ali Vakilian Yulin Wan David P. Woodruff
+ PDF Chat	TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection	2023	Zhipeng Luo Gongjie Zhang Changqing Zhou Tianrui Liu Shijian Lu Liang Pan
+	Invertible Mosaic Image Hiding Network for Very Large Capacity Image Steganography	2023	Zihan Chen Tianrui Liu Junjie Huang Wentao Zhao Xing Bi Meng Wang
+ PDF Chat	PTTR: Relational 3D Point Cloud Object Tracking with Transformer	2022	Changqing Zhou Zhipeng Luo Yueru Luo Tianrui Liu Liang Pan Zhongang Cai Haiyu Zhao Shijian Lu
+ PDF	MulViMotion: Shape-Aware 3D Myocardial Motion Tracking From Multi-View Cardiac MRI	2022	Qingjie Meng Chen Qin Wenjia Bai Tianrui Liu Antonio de Marvao Declan P. O’Regan Daniel Rueckert
+ PDF Chat	Video Summarization Through Reinforcement Learning With a 3D Spatio-Temporal U-Net	2022	Tianrui Liu Qingjie Meng Junjie Huang Athanasios Vlontzos Daniel Rueckert Bernhard Kainz
+	DURRNet: Deep Unfolded Single Image Reflection Removal Network	2022	Jun-Jie Huang Tianrui Liu Zhixiong Yang Shaojing Fu Wentao Zhao Pier Luigi Dragotti
+	MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI	2022	Qingjie Meng Chen Qin Wenjia Bai Tianrui Liu Antonio de Marvao Declan P. O’Regan Daniel Rueckert
+ PDF Chat	Mesh-Based 3D Motion Tracking in Cardiac MRI Using Deep Learning	2022	Qingjie Meng Wenjia Bai Tianrui Liu Declan P. O’Regan Daniel Rueckert
+	Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning	2022	Qingjie Meng Wenjia Bai Tianrui Liu Declan P. O’Regan Daniel Rueckert
+	Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps	2021	Samuel Budd Matthew Sinclair Thomas G. Day Athanasios Vlontzos Jeremy Tan Tianrui Liu Jaqueline Matthew Emily Skelton John Simpson Reza Razavi
+ PDF Chat	Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps	2021	Samuel Budd Matthew Sinclair Thomas G. Day Athanasios Vlontzos Jeremy Tan Tianrui Liu Jacqueline Matthew Emily Skelton John Simpson Reza Razavi
+	Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps	2021	Samuel Budd Matthew Sinclair Thomas A. Day Athanasios Vlontzos Jeremy Tan Tianrui Liu Jaqueline Matthew Emily Skelton John Simpson Reza Razavi
+ PDF Chat	Coupled Network for Robust Pedestrian Detection With Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling	2020	Tianrui Liu Wenhan Luo Lin Ma Junjie Huang Tania Stathaki Tianhong Dai
+	Extending and Improving Learned CountSketch	2020	Simin Liu Tianrui Liu Ali Vakilian Yulin Wan David P. Woodruff
+ PDF Chat	Gated Multi-Layer Convolutional Feature Extraction Network for Robust Pedestrian Detection	2020	Tianrui Liu Junjie Huang Tianhong Dai Guangyu Ren Tania Stathaki
+	Ultrasound Video Summarization using Deep Reinforcement Learning	2020	Tianrui Liu Qingjie Meng Athanasios Vlontzos Jeremy Tan Daniel Rueckert Bernhard Kainz
+ PDF Chat	Ultrasound Video Summarization Using Deep Reinforcement Learning	2020	Tianrui Liu Qingjie Meng Athanasios Vlontzos Jeremy Tan Daniel Rueckert Bernhard Kainz
+	Learning the Positions in CountSketch	2020	Simin Liu Tianrui Liu Ali Vakilian Yulin Wan David P. Woodruff
+	Gated Multi-layer Convolutional Feature Extraction Network for Robust Pedestrian Detection	2019	Tianrui Liu Junjie Huang Tianhong Dai Guangyu Ren Tania Stathaki
+	Coupled Network for Robust Pedestrian Detection with Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling	2019	Tianrui Liu Wenhan Luo Lin Ma Junjie Huang Tania Stathaki Tianhong Dai
+	SAM-RCNN: Scale-Aware Multi-Resolution Multi-Channel Pedestrian Detection	2018	Tianrui Liu Mohamed Elmikaty Tania Stathaki

Common Coauthors

Coauthor	Papers Together
Daniel Rueckert	10
Junjie Huang	7
Bernhard Kainz	6
Athanasios Vlontzos	6
Qingjie Meng	5
Jeremy Tan	5
Tania Stathaki	5
Wenjia Bai	4
Declan P. O’Regan	4
Tianhong Dai	4
Emily Skelton	3
Reza Razavi	3
Matthew Sinclair	3
David P. Woodruff	3
Samuel Budd	3
Ali Vakilian	3
Ben Glocker	3
Yulin Wan	3
Emma C. Robinson	3
Qingjie Meng	2
Thomas G. Day	2
Lin Ma	2
Changqing Zhou	2
Meng Wang	2
Jaqueline Matthew	2
Wentao Zhao	2
Qi Cai	2
Guangyu Ren	2
Zihan Chen	2
Chen Qin	2
Shijian Lu	2
Yuxin Qiao	2
Bo Hong	2
Liang Pan	2
Wenhan Luo	2
Antonio de Marvao	2
Xing Bi	2
Changxin Xu	2
Simin Liu	2
Tsungwei Yang	2
John Simpson	2
Zhen Rong Goh	1
S. Andrew Peng	1
D.X. Zhao	1
Mohamed Elmikaty	1
Jacqueline Matthew	1
Simin Liu	1
Zhipeng Luo	1
Shaojing Fu	1
Thomas A. Day	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	4
+	MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications	2017	Andrew Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand Marco Andreetto Hartwig Adam	4
+	SAM-RCNN: Scale-Aware Multi-Resolution Multi-Channel Pedestrian Detection.	2018	Tian-Rui Liu Mohamed Elmikaty Tania Stathaki	4
+ PDF Chat	Learning Multilayer Channel Features for Pedestrian Detection	2017	Jiale Cao Yanwei Pang Xuelong Li	4
+ PDF Chat	Occlusion-Aware R-CNN: Detecting Pedestrians in a Crowd	2018	Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li	4
+	SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound	2017	Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert	4
+ PDF Chat	How Far are We from Solving Pedestrian Detection?	2016	Shanshan Zhang Rodrigo Benenson Mohamed Omran Jan Hosang Bernt Schiele	4
+ PDF Chat	CityPersons: A Diverse Dataset for Pedestrian Detection	2017	Shanshan Zhang Rodrigo Benenson Bernt Schiele	4
+ PDF Chat	What Can Help Pedestrian Detection?	2017	Jiayuan Mao Tete Xiao Yuning Jiang Zhimin Cao	4
+ PDF Chat	Repulsion Loss: Detecting Pedestrians in a Crowd	2018	Xinlong Wang Tete Xiao Yuning Jiang Shuai Shao Jian Sun Chunhua Shen	4
+ PDF	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+ PDF Chat	Video Summarization Using Fully Convolutional Sequence Networks	2018	Mrigank Rochan Linwei Ye Yang Wang	3
+ PDF Chat	Multiple Landmark Detection Using Multi-agent Reinforcement Learning	2019	Athanasios Vlontzos Amir Alansary Konstantinos Kamnitsas Daniel Rueckert Bernhard Kainz	3
+ PDF Chat	Video Summarization with Long Short-Term Memory	2016	Ke Zhang Wei‐Lun Chao Fei Sha Kristen Grauman	3
+	A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection	2016	Zhaowei Cai Quanfu Fan Rogério Feris Nuno Vasconcelos	3
+ PDF Chat	3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation	2016	Özgün Çiçek Ahmed Abdulkadir Soeren S. Lienkamp Thomas Brox Olaf Ronneberger	3
+ PDF	Deep Reinforcement Learning for Unsupervised Video Summarization With Diversity-Representativeness Reward	2018	Kaiyang Zhou Yu Qiao Tao Xiang	3
+ PDF Chat	Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks	2016	Shaoqing Ren Kaiming He Ross Girshick Jian Sun	3
+ PDF Chat	Scale-aware Fast R-CNN for Pedestrian Detection	2017	Jianan Li Xiaodan Liang ShengMei Shen Tingfa Xu Jiashi Feng Shuicheng Yan	3
+	Composable Sketches for Functions of Frequencies: Beyond the Worst Case	2020	Edith Cohen Ofir Geri Rasmus Pagh	2
+ PDF Chat	Deep Hough Voting for 3D Object Detection in Point Clouds	2019	Charles R. Qi Or Litany Kaiming He Leonidas Guibas	2
+ PDF Chat	Scalability in Perception for Autonomous Driving: Waymo Open Dataset	2020	Pei Sun Henrik Kretzschmar Xerxes Dotiwalla Aurélien Chouard Vijaysai Patnaik Paul Tsui James C. Y. Guo Yin Zhou Yuning Chai Benjamin Caine	2
+ PDF	NuMax: A Convex Approach for Learning Near-Isometric Linear Embeddings	2015	Chinmay Hegde Aswin C. Sankaranarayanan Wotao Yin Richard G. Baraniuk	2
+	Topology-Preserving Deep Image Segmentation	2019	Xiao Hu Fuxin Li Dimitris Samaras Chao Chen	2
+ PDF Chat	Low-distortion subspace embeddings in input-sparsity time and applications to robust linear regression	2013	Xiangrui Meng Michael W. Mahoney	2
+ PDF Chat	Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks	2018	Matthew Sinclair Christian F. Baumgartner Jacqueline Matthew Wenjia Bai Juan Cerrolaza Martinez Yuanwei Li Sandra Smith Caroline L. Knight Bernhard Kainz Joseph V. Hajnal	2
+	Learning-Based Low-Rank Approximations	2019	Piotr Indyk Ali Vakilian Yuan Yang	2
+ PDF Chat	Confident Head Circumference Measurement from Ultrasound with Real-Time Feedback for Sonographers	2019	Samuel Budd Matthew Sinclair Bishesh Khanal Jacqueline Matthew David Lloyd Alberto Gómez Nicolas Toussaint Emma C. Robinson Bernhard Kainz	2
+ PDF Chat	3DSSD: Point-Based 3D Single Stage Object Detector	2020	Zetong Yang Yanan Sun Shu Liu Jiaya Jia	2
+ PDF Chat	Filtered channel features for pedestrian detection	2015	Shanshan Zhang Rodrigo Benenson Bernt Schiele	2
+ PDF Chat	Performance of Johnson-Lindenstrauss transform for <i>k</i> -means and <i>k</i> -medians clustering	2019	Konstantin Makarychev Yury Makarychev Ilya Razenshteyn	2
+ PDF Chat	Deformable Convolutional Networks	2017	Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei	2
+ PDF Chat	Deformable part models are convolutional neural networks	2015	Ross Girshick Forrest Iandola Trevor Darrell Jitendra Malik	2
+ PDF	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	2
+ PDF Chat	Explicit Topological Priors for Deep-Learning Based Image Segmentation Using Persistent Homology	2019	James R. Clough İlkay Öksüz Nick Byrne Julia A. Schnabel Andrew P. King	2
+ PDF Chat	PointRCNN: 3D Object Proposal Generation and Detection From Point Cloud	2019	Shaoshuai Shi Xiaogang Wang Hongsheng Li	2
+ PDF	CoupleNet: Coupling Global Structure with Local Parts for Object Detection	2017	Yousong Zhu Chaoyang Zhao Jinqiao Wang Xu Zhao Yi Wu Hanqing Lu	2
+ PDF Chat	Fused DNN: A Deep Neural Network Fusion Approach to Fast and Robust Pedestrian Detection	2017	Xianzhi Du Mostafa El‐Khamy Jungwon Lee Larry S. Davis	2
+ PDF	Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach	2019	Jinming Duan Ghalib Bello Jo Schlemper Wenjia Bai Timothy J. W. Dawes Carlo Biffi Antonio de Marvao Georgia Doumoud Declan P. O’Regan Daniel Rueckert	2
+ PDF Chat	Pyramid Scene Parsing Network	2017	Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia	2
+ PDF Chat	Low-Rank Approximation and Regression in Input Sparsity Time	2017	Kenneth L. Clarkson David P. Woodruff	2
+ PDF Chat	Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation	2014	Ross Girshick Jeff Donahue Trevor Darrell Jitendra Malik	2
+	Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions	2018	Rima Arnaout Lara Curran Erin Chinn Yili Zhao Anita J. Moon‐Grady	2
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	2
+ PDF	Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences	2018	Chen Qin Wenjia Bai Jo Schlemper Steffen E. Petersen Stefan K. Piechnik Stefan Neubauer Daniel Rueckert	2
+	SAM-RCNN: Scale-Aware Multi-Resolution Multi-Channel Pedestrian Detection	2018	Tianrui Liu Mohamed Elmikaty Tania Stathaki	2
+ PDF	Learning Complexity-Aware Cascades for Deep Pedestrian Detection	2015	Zhaowei Cai Mohammad Saberian Nuno Vasconcelos	2
+ PDF Chat	Hyperspectral Image Dataset for Benchmarking on Salient Object Detection	2018	Nevrez İmamoğlu Yu Oishi Xiaoqiang Zhang Guanqun Ding Yuming Fang Toru Kouyama Ryosuke Nakamura	2
+ PDF	Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow	2019	Zheng Qiao Hervé Delingette Nicholas Ayache	2
+	PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space	2017	Charles R. Qi Yi Li Hao Su Leonidas Guibas	2