Artur Grigorev

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All published works

Action	Title	Year	Authors
+ PDF Chat	Gaussian Garments: Reconstructing Simulation-Ready Clothing with Photorealistic Appearance from Multi-View Video	2024	Boxiang Rong Artur Grigorev Wenbo Wang Michael J. Black Bernhard Thomaszewski Christina Tsalicoglou Otmar Hilliges
+ PDF Chat	Predicting the duration of traffic incidents for Sydney greater metropolitan area using machine learning methods	2024	Artur Grigorev Sajjad Shafiei Hanna Grzybowska Adriana-Simona Mihăiţă
+ PDF Chat	IncidentResponseGPT: Generating Traffic Incident Response Plans with Generative Artificial Intelligence	2024	Artur Grigorev Khaled Saleh Yuming Ou
+ PDF Chat	4D-DRESS: A 4D Dataset of Real-world Human Clothing with Semantic Annotations	2024	Wenbo Wang Hsuan-I Ho Chen Guo Boxiang Rong Artur Grigorev Jié Song Juan José Zárate Otmar Hilliges
+ PDF Chat	Integrating Large Language Models for Severity Classification in Traffic Incident Management: A Machine Learning Approach	2024	Artur Grigorev Khaled Saleh Yuming Ou Adriana-Simona Mihăiţă
+ PDF Chat	HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics	2023	Artur Grigorev Michael J. Black Otmar Hilliges
+ PDF Chat	Traffic Accident Risk Forecasting using Contextual Vision Transformers	2022	Khaled Saleh Artur Grigorev Adriana-Simona Mihăiţă
+ PDF Chat	Traffic incident duration prediction via a deep learning framework for text description encoding	2022	Artur Grigorev Adriana-Simona Mihăiţă Khaled Saleh Massimo Piccardi
+ PDF Chat	Incident duration prediction using a bi-level machine learning framework with outlier removal and intra–extra joint optimisation	2022	Artur Grigorev Adriana-Simona Mihăiţă Seunghyeon Lee Fang Chen
+	Traffic Accident Risk Forecasting using Contextual Vision Transformers	2022	Khaled Saleh Artur Grigorev Adriana-Simona Mihăiţă
+	Incident duration prediction using a bi-level machine learning framework with outlier removal and intra-extra joint optimisation	2022	Artur Grigorev Adriana-Simona Mihăiţă Seunghyeon Lee Fang Chen
+	Traffic incident duration prediction via a deep learning framework for text description encoding	2022	Artur Grigorev Adriana-Simona Mihăiţă Khaled Saleh Massimo Piccardi
+	HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics	2022	Artur Grigorev Bernhard Thomaszewski Michael J. Black Otmar Hilliges
+	How will electric vehicles affect traffic congestion and energy consumption: an integrated modelling approach	2021	Artur Grigorev Tuo Mao Adam Berry Joachim Tan Loki Purushothaman Adriana-Simona Mihăiţă
+ PDF Chat	How will electric vehicles affect traffic congestion and energy consumption: an integrated modelling approach	2021	Artur Grigorev Tuo Mao Adam Berry Joachim Tan Loki Purushothaman Adriana-Simona Mihăiţă
+	How will electric vehicles affect traffic congestion and energy consumption: an integrated modelling approach	2021	Artur Grigorev Tuo Mao Adam Berry Joachim Tan Loki Purushothaman Adriana-Simona Mihăiţă
+	Point-Based Modeling of Human Clothing	2021	Ilya Zakharkin Kirill Mazur Artur Grigorev Victor Lempitsky
+	StylePeople: A Generative Model of Fullbody Human Avatars	2021	Artur Grigorev Karim Iskakov Anastasia Ianina Renat Bashirov Ilya Zakharkin Alexander Vakhitov Victor Lempitsky

Common Coauthors

Coauthor	Papers Together
Adriana-Simona Mihăiţă	11
Khaled Saleh	6
Michael J. Black	3
Adam Berry	3
Tuo Mao	3
Otmar Hilliges	3
Loki Purushothaman	3
Bernhard Thomaszewski	2
Seunghyeon Lee	2
Yuming Ou	2
Ilya Zakharkin	2
Massimo Piccardi	2
Victor Lempitsky	2
Joachim Tan	2
Boxiang Rong	2
Wenbo Wang	2
Fang Chen	2
Alexander Vakhitov	1
Hsuan-I Ho	1
Renat Bashirov	1
Sajjad Shafiei	1
Kirill Mazur	1
Chen Guo	1
Joachim Tan	1
Otmar Hilliges	1
Hanna Grzybowska	1
Christina Tsalicoglou	1
Karim Iskakov	1
Anastasia Ianina	1
Juan José Zárate	1
Jié Song	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Incident Duration Prediction with Hybrid Tree-based Quantile Regression	2013	Qing He Yiannis Kamarianakis Klayut Jintanakul Laura Wynter	1
+	Accurate dissipative forces in optimization integrators	2018	G. E. Brown Matthew Overby Zahra Forootaninia Rahul Narain	1
+ PDF Chat	Learning‐Based Animation of Clothing for Virtual Try‐On	2019	Igor Santesteban Miguel Á. Otaduy Dan Casas	1
+	Arterial incident duration prediction using a bi-level framework of extreme gradient-tree boosting	2019	Adriana-Simona Mihăiţă Zheyuan Liu Cai Chen Marian-Andrei Rizoiu	1
+	A Countrywide Traffic Accident Dataset	2019	Sobhan Moosavi Mohammad Hossein Samavatian Srinivasan Parthasarathy Rajiv Ramnath	1
+	A Unified Approach to Interpreting Model Predictions	2017	Scott Lundberg Su‐In Lee	1
+ PDF Chat	AMASS: Archive of Motion Capture As Surface Shapes	2019	Naureen Mahmood Nima Ghorbani Nikolaus F. Troje Gerard Pons‐Moll Michael J. Black	1
+	Learning to Simulate Complex Physics with Graph Networks	2020	Álvaro Sánchez‐González Jonathan Godwin Tobias Pfaff Rex Ying Jure Leskovec Peter Battaglia	1
+ PDF Chat	Learning to Dress 3D People in Generative Clothing	2020	Qianli Ma Jinlong Yang Anurag Ranjan Sergi Pujades Gerard Pons‐Moll Siyu Tang Michael J. Black	1
+ PDF Chat	TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style	2020	Chaitanya Patel Zhouyingcheng Liao Gerard Pons‐Moll	1
+ PDF Chat	DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation	2021	Hugo Bertiche Meysam Madadi Emilio Tylson Sérgio Escalera	1
+ PDF Chat	DeepCloth: Neural Garment Representation for Shape and Style Editing	2022	Zhaoqi Su Tao Yu Yangang Wang Yebin Liu	1
+ PDF Chat	SMPLicit: Topology-aware Generative Model for Clothed People	2021	Enric Corona Albert Pumarola Guillem Alenyà Gerard Pons‐Moll Francesc Moreno-Noguer	1
+ PDF Chat	Boosted Genetic Algorithm Using Machine Learning for Traffic Control Optimization	2021	Tuo Mao Adriana-Simona Mihăiţă Fang Chen Hai L. Vu	1
+ PDF Chat	DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact	2022	Yifei Li Tao Du Kui Wu Jie Xu Wojciech Matusik	1
+ PDF Chat	Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On	2021	Igor Santesteban Nils Thuerey Miguel Á. Otaduy Dan Casas	1
+ PDF Chat	SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes	2021	Xu Chen Yufeng Zheng Michael J. Black Otmar Hilliges Andreas Geiger	1
+ PDF Chat	The Power of Points for Modeling Humans in Clothing	2021	Qianli Ma Jinlong Yang Siyu Tang Michael J. Black	1
+ PDF Chat	Point-Based Modeling of Human Clothing	2021	Ilya Zakharkin Kirill Mazur Artur Grigorev Victor Lempitsky	1
+ PDF Chat	Predicting Loose-Fitting Garment Deformations Using Bone-Driven Motion Networks	2022	Xiaoyu Pan Jiaming Mai Xinwei Jiang Dongxue Tang Jingxiang Li Tianjia Shao Kun Zhou Xiaogang Jin Dinesh Manocha	1
+ PDF Chat	Asynchronous contact mechanics	2009	D. L. Harmon Etienne Vouga Breannan Smith Rasmus Tamstorf Eitan Grinspun	1
+	Simulating Continuum Mechanics with Multi-Scale Graph Neural Networks	2021	Mario Lino Chris D. Cantwell Anil A. Bharath Stathi Fotiadis	1
+	PBNS: Physically Based Neural Simulator for Unsupervised Garment Pose Space Deformation	2020	Hugo Bertiche Meysam Madadi Sérgio Escalera	1
+	Learning Mesh-Based Simulation with Graph Networks	2020	Tobias Pfaff Meire Fortunato Álvaro Sánchez‐González Peter Battaglia	1
+ PDF Chat	Motion Guided Deep Dynamic 3D Garments	2022	Meng Zhang Duygu Ceylan Niloy J. Mitra	1
+	MultiScale MeshGraphNets	2022	Meire Fortunato Tobias Pfaff Peter Wirnsberger Alexander Pritzel Peter Battaglia	1
+ PDF Chat	Learning Implicit Templates for Point-Based Clothed Human Modeling	2022	Siyou Lin Hongwen Zhang Zerong Zheng Ruizhi Shao Yebin Liu	1
+ PDF Chat	SNUG: Self-Supervised Neural Dynamic Garments	2022	Igor Santesteban Miguel Á. Otaduy Dan Casas	1
+ PDF Chat	Layered-Garment Net: Generating Multiple Implicit Garment Layers from a Single Image	2023	Alakh Aggarwal Jikai Wang Steven Hogue Saifeng Ni Madhukar Budagavi Xiaohu Guo	1
+ PDF Chat	DIG: Draping Implicit Garment over the Human Body	2023	Ren Li Benoît Guillard Edoardo Remelli Pascal Fua	1