Duygu Ceylan

Principal Research Scientist · Adobe Research, London

Duygu Ceylan is a Principal Research Scientist at Adobe Research in London. Before joining Adobe in 2014, she obtained her PhD degree from EPFL, where she worked with Prof. Mark Pauly. She graduated from the Computer Engineering Department of METU in 2007, and received her Master's degree in Computer Science from Bilkent University in 2009, where she also worked as a software engineer at Aselsan Inc.

Her research interests include using machine learning techniques to infer and analyze 3D information from images and videos, and to use that information to generate and edit 2D and 3D content. She works at the intersection of computer vision and computer graphics, looking for new methods to bridge the gap between 2D and 3D.

If you would like to do a research internship with her, or to join the group at Adobe Research, please send an email with your resume and your research interests.

Portrait of Duygu Ceylan

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Publications 71 papers

71 of 71

2026
Memory-v2v: Memory-Augmented Video-to-Video Diffusion for Consistent Multi-Turn Editing
Dohun Lee, Chun-Hao Huang, Xuelin Chen, Jong Chul Ye, Duygu Ceylan, Hyeonho Jeong
ECCV 2026
Prism: A Unified Framework for Photorealistic Reconstruction and Intrinsic Scene Modeling
Alara Dirik, Tuanfeng Wang, Duygu Ceylan, Stefanos Zafeiriou, Anna Fruehstuck
ICPR 2026
GeoFusionLRM: Geometry-Aware Self-Correction for Consistent 3D Reconstruction
Ahmet Burak Yildirim, Tuna Saygin, Duygu Ceylan, Aysegul Dundar
Computer Graphics Forum, 2026
LAMP: Language-Assisted Motion Planning for Controllable Video Generation
Muhammed Burak Kizil, Enes Sanli, Niloy J. Mitra, Erkut Erdem, Aykut Erdem, Duygu Ceylan
CVPR 2026
V-RGBX: Video Editing with Accurate Controls over Intrinsic Properties
Ye Fang, Tong Wu, Valentin Deschaintre, Duygu Ceylan, Iliyan Georgiev, Chun-Hao Huang, Yiwei Hu, Xuelin Chen, Tuanfeng Wang
CVPR 2026
ReasonX: MLLM-Guided Intrinsic Image Decomposition
Alara Dirik, Tuanfeng Wang, Duygu Ceylan, Stefanos Zafeiriou, Anna Fruehstuck
CVPR 2026
2025
Learned Single-Pass Multitasking Perceptual Graphics for Immersive Displays
Doga Yilmaz, He Wang, Towaki Takikawa, Duygu Ceylan, Kaan Aksit
ACM Multimedia 2025
Improving Video Diffusion Transformer Training by Multi-Feature Fusion and Alignment from Self-Supervised Vision Encoders
Dohun Lee, Hyeonho Jeong, Jiwook Kim, Duygu Ceylan, Jong Chul Ye
arXiv preprint arXiv:2509.09547, 2025
MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills
Niladri Shekhar Dutt, Duygu Ceylan, Niloy J. Mitra
ACM Transactions on Graphics, 2025
Free-Viewpoint Human Animation with Pose-Correlated Reference Selection
Fa-Ting Hong, Zhan Xu, Haiyang Liu, Qinjie Lin, Luchuan Song, Zhixin Shu, Yang Zhou, Duygu Ceylan, Dan Xu
CVPR 2025
ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models
Ozgur Kara, Krishna Kumar Singh, Feng Liu, Duygu Ceylan, James M. Rehg, Tobias Hinz
CVPR 2025
JOG3R: Towards 3D-Consistent Video Generators
Chun-Hao Huang, Niloy J. Mitra, Hyeonho Jeong, Jae Shin Yoon, Duygu Ceylan
arXiv preprint arXiv:2501.01409, 2025
3D Stylization via Large Reconstruction ModelConference Track
Ipek Oztas, Duygu Ceylan, Aysegul Dundar
SIGGRAPH 2025
Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation
Hyeonho Jeong, Chun-Hao Huang, Jong Chul Ye, Niloy J. Mitra, Duygu Ceylan
CVPR 2025
VideoHandles: Editing 3D Object Compositions in Videos Using Video Generative Priors
Juil Koo, Paul Guerrero, Chun-Hao Huang, Duygu Ceylan, Minhyuk Sung
CVPR 2025
GANFusion: Feed-Forward Text-to-3D with Diffusion in GAN Space
Souhaib Attaiki, Paul Guerrero, Duygu Ceylan, Niloy J. Mitra, Maks Ovsjanikov
WACV 2025
2024
HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and ManipulationConference Track
Abdul Basit Anees, Ahmet Canberk Baykal, Muhammed Burak Kizil, Duygu Ceylan, Erkut Erdem, Aykut Erdem
SIGGRAPH Asia 2024
SuperGaussian: Repurposing Video Models for 3D Super Resolution
Yuan Shen, Duygu Ceylan, Paul Guerrero, Zexiang Xu, Niloy J. Mitra, Shenlong Wang, Anna Fruehstuck
ECCV 2024
IntrinsicDiffusion: Joint Intrinsic Layers from Latent Diffusion ModelsConference Track
Jundan Luo, Duygu Ceylan, Nanxuan Zhao, Wenbin Li, Julien Philip, Christian Richardt, Jae Shin Yoon, Anna Fruehstuck, Tuanfeng Y. Wang
SIGGRAPH 2024
Diffusion Models for Visual Content GenerationCourse
Niloy J. Mitra, Duygu Ceylan, Or Patashnik, Danny Cohen-Or, Paul Guerrero, Chun-Hao Huang, Minhyuk Sung
SIGGRAPH 2024
Generative Rendering: Controllable 4D-Guided Video Generation with 2D Diffusion Models
Shengqu Cai, Matheus Gadelha, Duygu Ceylan, Chun-Hao Huang, Tuanfeng Wang, Gordon Wetzstein
CVPR 2024
Neural Garment Dynamics via Manifold-Aware Transformers
Peizhuo Li, Tuanfeng Y. Wang, Timur Levent Kesdogan, Duygu Ceylan, Olga Sorkine-Hornung
Eurographics 2024
BLiSS: Bootstrapped Linear Shape Space
Sanjeev Muralikrishnan, Chun-Hao Huang, Duygu Ceylan, Niloy J. Mitra
3DV 2024
Boosting Camera Motion Control for Video Diffusion Transformers
Soon Yau Cheong, Duygu Ceylan, Armin Mustafa, Andrew Gilbert, Chun-Hao Huang
arXiv preprint arXiv:2410.10802, 2024
2023
Pix2Video: Video Editing using Image Diffusion
Duygu Ceylan, Chun-Hao Huang, Niloy J. Mitra
ICCV 2023
Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images
Hugo Bertiche, Niloy J. Mitra, Kuldeep Kulkarni, Chun-Hao Huang, Tuanfeng Y. Wang, Meysam Madadi, Sergio Escalera, Duygu Ceylan
CVPR 2023
Normal-guided Garment UV Prediction for Human Re-texturingHighlight Paper
Yasamin Jafarian, Tuanfeng Y. Wang, Duygu Ceylan, Jimei Yang, Nathan Carr, Yi Zhou, Hyun Soo Park
CVPR 2023
2022
A Repulsive Force Unit for Garment Collision Handling in Neural Networks
Qingyang Tan, Yi Zhou, Tuanfeng Wang, Duygu Ceylan, Xin Sun, Dinesh Manocha
ECCV 2022
Learning Visibility for Robust Dense Human Body Estimation
Chun-Han Yao, Jimei Yang, Duygu Ceylan, Yi Zhou, Yang Zhou, Ming-Hsuan Yang
ECCV 2022
Motion Guided Deep Dynamic 3D Garments
Meng Zhang, Duygu Ceylan, Niloy J. Mitra
SIGGRAPH Asia 2022
Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera
Jae Shin Yoon, Duygu Ceylan, Tuanfeng Wang, Jingwan Lu, Jimei Yang, Zhixin Shu, Hyun Soo Park
CVPR 2022
2021
Dance In the Wild: Monocular Human Animation with Neural Dynamic Appearance SynthesisOral Paper
Tuanfeng Wang, Duygu Ceylan, Krishna Kumar Singh, Niloy J. Mitra
3DV 2021
Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance RenderingSpotlight Paper
Youngjoong Kwon, Dahun Kim, Duygu Ceylan, Henry Fuchs
NeurIPS 2021
Dynamic Neural Garments
Meng Zhang, Tuanfeng Wang, Duygu Ceylan, Niloy J. Mitra
SIGGRAPH Asia 2021
Stochastic Scene-Aware Motion Prediction
Mohamed Hassan, Duygu Ceylan, Ruben Villegas, Jun Saito, Jimei Yang, Yi Zhou, Michael Black
ICCV 2021
Contact-Aware Retargeting of Skinned Motion
Ruben Villegas, Duygu Ceylan, Aaron Hertzmann, Jimei Yang, Jun Saito
ICCV 2021
CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds
Eric-Tuan Le, Minhyuk Sung, Duygu Ceylan, Radomir Mech, Tamy Boubekeur, Niloy J. Mitra
ICCV 2021
A Deep Emulator for Secondary Motion of 3D CharactersOral Paper
Mianlun Zheng, Yi Zhou, Duygu Ceylan, Jerner Barbic
CVPR 2021
Deep Detail Enhancement for Any Garment
Meng Zhang, Tuanfeng Wang, Duygu Ceylan, Niloy J. Mitra
Eurographics 2021
2020
Learning Monocular Face Reconstruction using Multiview Supervision
Zhixin Shu, Duygu Ceylan, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Dimitris Samaras
FG 2020
Intuitive, Interactive Beard and Hair Synthesis with Generative ModelsOral Paper
Kyle Olszewski, Duygu Ceylan, Jun Xing, Jose Echevarria, Zhili Chen, Weika Chen, Hao Li
CVPR 2020
Learning Generative Models of Shape Handles
Matheus Gadelha, Giorgio Gori, Duygu Ceylan, Radomir Mech, Nathan Carr, Tamy Boubekeur, Rui Wang, Subhransu Maji
CVPR 2020
Unsupervised Learning of Intrinsic Structural Representation Points
Nenglun Chen, Lingjie Liu, Zhiming Cui, Runnan Chen, Duygu Ceylan, Changhe Tu, Wenping Wang
CVPR 2020
2019
DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction
Weiyue Wang, Qiangeng Xu, Duygu Ceylan, Radomir Mech, Ulrich Neumann
NeurIPS 2019
FreiHand: A Dataset for Markerless Capture of Hand Pose and Shape from Single Images
Christian Zimmermann, Duygu Ceylan, Jimei Yang, Bryan Russell, Max Argus, Thomas Brox
ICCV 2019
iMapper: Interaction-guided Scene Mapping from Monocular Videos
Aron Monszpart, Paul Guerrero, Duygu Ceylan, Ersin Yumer, Niloy J. Mitra
SIGGRAPH 2019
3DN: 3D Deformation Network
Weiyue Wang, Duygu Ceylan, Radomir Mech, Ulrich Neumann
CVPR 2019
2018
Learning a Shared Shape Space for Multimodal Garment Design
Tuanfeng Y. Wang, Duygu Ceylan, Jovan Popovic, Niloy J. Mitra
SIGGRAPH Asia 2018
CurveFusion: Reconstructing Thin Structures from RGBD Sequences
Lingjie Liu, Nenglun Chen, Duygu Ceylan, Christian Theobalt, Wenping Wang, Niloy J. Mitra
SIGGRAPH Asia 2018
BodyNet: Volumetric Inference of 3D Human Body Shapes
Gul Varol, Duygu Ceylan, Bryan Russell, Jimei Yang, Ersin Yumer, Ivan Laptev, Cordelia Schmid
ECCV 2018
Perception-driven Semi-structured Boundary Vectorization
Shayan Hoshyari, Edoardo A. Dominici, Alla Sheffer, Nathan Carr, Duygu Ceylan, Zhaowen Wang, I-Chao Shen
SIGGRAPH 2018
Neural Kinematic Networks for Unsupervised Motion RetargetingOral Paper
Ruben Villegas, Jimei Yang, Duygu Ceylan, Honglak Lee
CVPR 2018
PlaneNet: Piece-wise Planar Reconstruction from a Single RGB ImageSpotlight Paper
Chen Liu, Jimei Yang, Duygu Ceylan, Ersin Yumer, Yasutaka Furukawa
CVPR 2018
Learning Local Shape Descriptors from Point Correspondences with Multi-view Convolutional Networks
Haibin Huang, Evangelos Kalogerakis, Siddhartha Chaudhuri, Duygu Ceylan, Vladimir G. Kim, Ersin Yumer
ACM Transactions on Graphics, 2018
2017
Material Editing Using a Physically Based Rendering NetworkSpotlight Paper
Guilin Liu, Duygu Ceylan, Ersin Yumer, Jimei Yang, Jyh-Ming Lien
ICCV 2017
Learning Dense Facial Correspondences in Unconstrained Images
Ronald Yu, Shunsuke Saito, Haoxiang Li, Duygu Ceylan, Hao Li
ICCV 2017
3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks
Chuhang Zou, Ersin Yumer, Jimei Yang, Duygu Ceylan, Derek Hoiem
ICCV 2017
Functionality-aware Retargeting of Mechanisms to 3D Shapes
Ran Zhang, Thomas Auzinger, Duygu Ceylan, Wilmot Li, Bernd Bickel
SIGGRAPH 2017
Image-based Reconstruction of Wire Art
Lingjie Liu, Duygu Ceylan, Cheng Lin, Wenping Wang, Niloy J. Mitra
SIGGRAPH 2017
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis
Eunbyung Park, Jimei Yang, Ersin Yumer, Duygu Ceylan, Alexander C. Berg
CVPR 2017
6-DOF VR Videos with a Single 360 Camera
Jingwei Huang, Zhili Chen, Duygu Ceylan, Hailin Jin
IEEE VR 2017
2016
A Scalable Active Framework for Region Annotation in 3D Shape Collections
Li Yi, Vladimir G. Kim, Duygu Ceylan, I-Chao Shen, Mengyan Yan, Hao Su, Cewu Lu, Qixing Huang, Alla Sheffer, Leonidas Guibas
SIGGRAPH Asia 2016
Capturing Dynamic Textured Surfaces of Moving TargetsSpotlight Paper
Ruizhe Wang, Lingyu Wei, Etienne Vouga, Qixing Huang, Duygu Ceylan, Gerard Medioni, Hao Li
ECCV 2016
Dense Human Body Correspondence Using Convolutional NetworkOral Paper
Lingyu Wei, Qixing Huang, Duygu Ceylan, Etienne Vouga, Hao Li
CVPR 2016
Discovering Structured Variations via Template Matching
Duygu Ceylan, Minh Dang, Niloy J. Mitra, Boris Neubert, Mark Pauly
Computer Graphics Forum, 2016
2015
Interactive Design of Probability Density Functions for Shape Grammars
Minh Dang, Stefan Lienhard, Duygu Ceylan, Boris Neubert, Peter Wonka, Mark Pauly
SIGGRAPH Asia 2015
2014
Coupled Structure-from-Motion and 3D Symmetry Detection for Urban Facades
Duygu Ceylan, Niloy J. Mitra, Youyi Zheng, Mark Pauly
ACM Transactions on Graphics, 2014
SAFE: Structure-aware Facade Editing
Minh Dang, Duygu Ceylan, Boris Neubert, Mark Pauly
Eurographics 2014
2013
Designing and Fabricating Mechanical Automata from Mocap Sequences
Duygu Ceylan, Wilmot Li, Niloy J. Mitra, Maneesh Agrawala, Mark Pauly
SIGGRAPH Asia 2013
Symmetry in 3D Geometry: Extraction and Applications
Niloy J. Mitra, Mark Pauly, Michael Wand, Duygu Ceylan
Computer Graphics Forum, 2013
2012
Factored Facade Acquisition using Symmetric Line Arrangements
Duygu Ceylan, Niloy J. Mitra, Hao Li, Thibaut Weise, Mark Pauly
Eurographics 2012

Background

2014 – Present
Principal Research Scientist
Adobe Research, London, United Kingdom
2009
M.Sc., Computer Science
Bilkent University, Türkiye
2007
B.Sc., Computer Engineering
Middle East Technical University (METU), Türkiye

Awards 2

2020
Eurographics Young Researcher Award
2015
Eurographics PhD Award

Thesis

Computational Shape Understanding for 3D Reconstruction and Modeling
2014 · EPFL · Advisor: Prof. Mark Pauly
Eurographics Best PhD Thesis Award 2015

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