Meysam Madadi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 56

Top Topics

Top Venues

Publications

Rubén Ballester, Xavier Arnal Clemente, Carles Casacuberta, Meysam Madadi, Ciprian A. Corneanu, Sergio Escalera
Predicting the generalization gap in neural networks using topological data analysis. Neurocomputing 596 (2024)
Hunor Laczkó, Meysam Madadi, Sergio Escalera, Jordi Gonzàlez
A Generative Multi-Resolution Pyramid and Normal-Conditioning 3D Cloth Draping. WACV (2024)
Christian Keilstrup Ingwersen, Artur Xarles, Albert Clapés, Meysam Madadi, Janus Nørtoft Jensen, Morten Rieger Hannemose, Anders Bjorholm Dahl, Sergio Escalera
Video-based Skill Assessment for Golf: Estimating Golf Handicap. MMSports@MM (2023)
Alireza Shafizadeh, Hossein Shahbeik, Shahin Rafiee, Aysooda Moradi, Mohammadreza Shahbaz, Meysam Madadi, Cheng Li, Wanxi Peng, Meisam Tabatabaei, Mortaza Aghbashlo
Machine learning-based characterization of hydrochar from biomass: Implications for sustainable energy and material production. CoRR (2023)
Hugo Bertiche, Niloy J. Mitra, Kuldeep Kulkarni, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Meysam Madadi, Sergio Escalera, Duygu Ceylan
Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images. CoRR (2023)
Hunor Laczkó, Meysam Madadi, Sergio Escalera, Jordi Gonzàlez
A Generative Multi-Resolution Pyramid and Normal-Conditioning 3D Cloth Draping. CoRR (2023)
Hugo Bertiche, Niloy J. Mitra, Kuldeep Kulkarni, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Meysam Madadi, Sergio Escalera, Duygu Ceylan
Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images. CVPR (2023)
Rubén Ballester, Xavier Arnal Clemente, Carles Casacuberta, Meysam Madadi, Ciprian A. Corneanu, Sergio Escalera
Towards explaining the generalization gap in neural networks using topological data analysis. CoRR (2022)
Meysam Madadi, Sergio Escalera, Xavier Baró, Jordi Gonzàlez
End-to-end global to local convolutional neural network learning for hand pose recovery in depth data. IET Comput. Vis. 16 (1) (2022)
Joakim Bruslund Haurum, Meysam Madadi, Sergio Escalera, Thomas B. Moeslund
Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder. WACV (2022)
Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier
Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. 13 (2) (2022)
Hugo Bertiche, Meysam Madadi, Sergio Escalera
Neural Cloth Simulation. ACM Trans. Graph. 41 (6) (2022)
Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Júlio C. S. Jacques Júnior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sébastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arber Zela, Yang Zhang
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019. CoRR (2022)
Hugo Bertiche, Meysam Madadi, Sergio Escalera
Neural Cloth Simulation. CoRR (2022)
Joakim Bruslund Haurum, Meysam Madadi, Sergio Escalera, Thomas B. Moeslund
Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder. CoRR (2021)
Hugo Bertiche, Meysam Madadi, Sergio Escalera
PBNS: physically based neural simulation for unsupervised garment pose space deformation. ACM Trans. Graph. 40 (6) (2021)
Meysam Madadi, Hugo Bertiche, Sergio Escalera
Deep unsupervised 3D human body reconstruction from a sparse set of landmarks. CoRR (2021)
Hugo Bertiche, Meysam Madadi, Sergio Escalera
Deep Parametric Surfaces for 3D Outfit Reconstruction from Single View Image. FG (2021)
Hugo Bertiche, Meysam Madadi, Sergio Escalera
Neural Implicit Surfaces for Efficient and Accurate Collisions in Physically Based Simulations. CoRR (2021)
Hugo Bertiche, Meysam Madadi, Emilio Tylson, Sergio Escalera
DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation. ICCV (2021)
Meysam Madadi, Hugo Bertiche, Sergio Escalera
Deep Unsupervised 3D Human Body Reconstruction from a Sparse set of Landmarks. Int. J. Comput. Vis. 129 (8) (2021)
Albert Rial-Farràs, Meysam Madadi, Sergio Escalera
UV-based reconstruction of 3D garments from a single RGB image. FG (2021)
Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Júlio C. S. Jacques Júnior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sébastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arber Zela, Yang Zhang
Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019. IEEE Trans. Pattern Anal. Mach. Intell. 43 (9) (2021)
Ajian Liu, Xuan Li, Jun Wan, Yanyan Liang, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li
Cross-ethnicity face anti-spoofing recognition challenge: A review. IET Biom. 10 (1) (2021)
Sergio Escalera, Marti Soler, Stéphane Ayache, Umut Güçlü, Jun Wan, Meysam Madadi, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon
ChaLearn Looking at People: Inpainting and Denoising challenges. CoRR (2021)
Hugo Bertiche, Meysam Madadi, Sergio Escalera
DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation. CoRR (2020)
Hugo Bertiche, Meysam Madadi, Sergio Escalera
CLOTH3D: Clothed 3D Humans. ECCV (20) (2020)
Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez
Computing the Testing Error without a Testing Set. CoRR (2020)
Meysam Madadi, Hugo Bertiche, Sergio Escalera
SMPLR: Deep learning based SMPL reverse for 3D human pose and shape recovery. Pattern Recognit. 106 (2020)
Meysam Madadi, Hugo Bertiche, Wafa Bouzouita, Isabelle Guyon, Sergio Escalera
Learning Cloth Dynamics: 3D+Texture Garment Reconstruction Benchmark. NeurIPS (Competition and Demos) (2020)
Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez
Explainable Early Stopping for Action Unit Recognition. FG (2020)
Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü
Guest Editorial: Image and Video Inpainting and Denoising. IEEE Trans. Pattern Anal. Mach. Intell. 42 (5) (2020)
Josep Famadas, Meysam Madadi, Cristina Palmero, Sergio Escalera
Generative Video Face Reenactment by AUs and Gaze Regularization. FG (2020)
Ajian Liu, Xuan Li, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li
Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review. CoRR (2020)
Hugo Bertiche, Meysam Madadi, Sergio Escalera
Physically Based Neural Simulator for Garment Animation. CoRR (2020)
Zhengying Liu, Zhen Xu, Sergio Escalera, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Adrien Pavao, Sébastien Treguer, Wei-Wei Tu
Towards automated computer vision: analysis of the AutoCV challenges 2019. Pattern Recognit. Lett. 135 (2020)
Daniel Sánchez, Marc Oliu, Meysam Madadi, Xavier Baró, Sergio Escalera
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation. FG (2019)
Hugo Bertiche, Meysam Madadi, Sergio Escalera
CLOTH3D: Clothed 3D Humans. CoRR (2019)
Egils Avots, Meysam Madadi, Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Paul Pällin, Gholamreza Anbarjafari
From 2D to 3D geodesic-based garment matching. Multim. Tools Appl. 78 (18) (2019)
Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez
What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? CVPR (2019)
Daniel Sánchez, Marc Oliu, Meysam Madadi, Xavier Baró, Sergio Escalera
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation. CoRR (2019)
Zhengying Liu, Zhen Xu, Shangeth Rajaa, Meysam Madadi, Júlio C. S. Jacques Júnior, Sergio Escalera, Adrien Pavao, Sébastien Treguer, Wei-Wei Tu, Isabelle Guyon
Towards Automated Deep Learning: Analysis of the AutoDL challenge series 2019. NeurIPS (Competition and Demos) (2019)
Meysam Madadi, Egils Avots, Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Gholamreza Anbarjafari
From 2D to 3D Geodesic-based Garment Matching. CoRR (2018)
Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera
Deep Structure Inference Network for Facial Action Unit Recognition. CoRR (2018)
Meysam Madadi, Sergio Escalera, Alex Carruesco, Carlos Andújar, Xavier Baró, Jordi Gonzàlez
Top-down model fitting for hand pose recovery in sequences of depth images. Image Vis. Comput. 79 (2018)
Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR (2018)
Meysam Madadi, Hugo Bertiche, Sergio Escalera
SMPLR: Deep SMPL reverse for 3D human pose and shape recovery. CoRR (2018)
Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera
Deep Structure Inference Network for Facial Action Unit Recognition. ECCV (12) (2018)
Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals. CVPR (2018)
Meysam Madadi, Sergio Escalera, Xavier Baró, Jordi Gonzàlez
End-to-end Global to Local CNN Learning for Hand Pose Recovery in Depth data. CoRR (2017)
Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Júlio C. S. Jacques Júnior, Meysam Madadi, Xavier Baró, Stéphane Ayache, Evelyne Viegas, Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier
Design of an explainable machine learning challenge for video interviews. IJCNN (2017)
Umut Güçlü, Yagmur Güçlütürk, Meysam Madadi, Sergio Escalera, Xavier Baró, Jordi Gonzàlez, Rob van Lier, Marcel A. J. van Gerven
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks. CoRR (2017)
Yagmur Güçlütürk, Umut Güçlü, Marc Pérez, Hugo Jair Escalante, Xavier Baró, Carlos Andújar, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier
Visualizing Apparent Personality Analysis with Deep Residual Networks. ICCV Workshops (2017)
Meysam Madadi, Sergio Escalera, Alex Carruesco, Carlos Andújar, Xavier Baró, Jordi Gonzàlez
Occlusion Aware Hand Pose Recovery from Sequences of Depth Images. FG (2017)
Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim
3D Hand Pose Estimation: From Current Achievements to Future Goals. CoRR (2017)
Jun Wan, Sergio Escalera, Gholamreza Anbarjafari, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Juri Allik, Jelena Gorbova, Chi Lin, Yiliang Xie
Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges. ICCV Workshops (2017)
Meysam Madadi, Sergio Escalera, Jordi Gonzàlez, F. Xavier Roca, Felipe Lumbreras
Multi-part body segmentation based on depth maps for soft biometry analysis. Pattern Recognit. Lett. 56 (2015)
Sergio Escalera, Xavier Baró, Jordi Gonzàlez, Miguel Ángel Bautista, Meysam Madadi, Miguel Reyes, Víctor Ponce-López, Hugo Jair Escalante, Jamie Shotton, Isabelle Guyon
ChaLearn Looking at People Challenge 2014: Dataset and Results. ECCV Workshops (1) (2014)