Duygu Ceylan

Senior Research Scientist


Duygu joined Adobe Research in November 2014. Her research interests include 3D capture, shape analysis, and machine learning.

She obtained her Ph.D. in 2014 from École Polytechnique Fédérale de Lausanne under the supervision of Prof. Mark Pauly. Her Ph.D. work focuses on using computational shape understanding, specifically exploring symmetry priors, in the context of 3D reconstruction from images. More recently, she has been focusing on using machine learning techniques to infer and analyze 3D information from images and videos, focusing specifically on humans.

For more information about her and her work please visit her personal webpage.


Generative Rendering: Controllable 4D-Guided Video Generation with 2D Diffusion Models

Cai, S., Ceylan, D., Gadelha, M., Huang, C., Wang, T., Wetzstein, G. (Jun. 17, 2024)

CVPR 2024

BLiSS: Bootstrapped Linear Shape Space

Muralikrishnan, S., Huang, C., Ceylan, D., Mitra, N. (Mar. 18, 2024)

International Conference on 3D Vision (3DV)

Pix2Video: Video Editing using Image Diffusion

Ceylan, D., Huang, C., Mitra, N. (Oct. 4, 2023)

International Conference on Computer Vision (ICCV)

Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images

Bertiche, H., Mitra, N., Kulkarni, K., Huang, C., Wang, T., Madadi, M., Escalera, S., Ceylan, D. (Jun. 18, 2023)

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Normal-guided Garment UV Prediction for Human Re-texturing

Jafarian, Y., Wang, T., Ceylan, D., Yang, J., Carr, N., Zhou, Y., Park, H. (Jun. 18, 2023)

Highlight (10% of accepted papers, 2.5% of submissions)

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera

Yoon, J., Ceylan, D., Wang, T., Lu, J., Yang, J., Shu, Z., Park, H. (Jun. 19, 2022)


Dynamic Neural Garments

Zhang, M., Wang, T., Ceylan, D., Mitra, N. (Dec. 17, 2021)

ACM Transaction on Graphics (Proc. SIGGRAPH)

Dance In the Wild: Monocular Human Animation with Neural Dynamic Appearance Synthesis

Wang, T., Ceylan, D., Singh, K., Mitra, N. (Dec. 3, 2021)

International Conference on 3D Vision 2021

CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds

Lê, E., Sung, M., Ceylan, D., Měch, R., Boubekeur, T., Mitra, N. (Oct. 11, 2021)

ICCV 2021

Deep Detail Enhancement for Any Garment

Zhang, M., Wang, T., Ceylan, D., Mitra, N. (May. 3, 2021)

Honorable Mention Best Paper Award

Eurographics 2021.

Learning Monocular Face Reconstruction using Multi-View Supervision

Shu, Z., Ceylan, D., Sunkavalli, K., Shechtman, E., Hadap, S., Samaras, D. (Nov. 1, 2020)

Best Paper Runner Up award

Face and Gesture (FG'20)

Learning Generative Models of Shape Handles

Gadelha, M., Gori, G., Ceylan, D., Měch, R., Carr, N., Boubekeur, T., Wang, R., Maji, S. (Jun. 16, 2020)

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

iMapper: Interaction-guided Scene Mapping from Monocular Videos

Monszpart, A., Guerrero, P., Ceylan, D., Yumer, E., Mitra, N. (Aug. 1, 2019)

ACM Transactions on Graphics (Proc. SIGGRAPH'19)

Learning a Shared Shape Space for Multimodal Garment Design

Wang, T., Ceylan, D., Popović, J., Mitra, N. (Dec. 10, 2018)

ACM Transaction on Graphics (Proc. SIGGRAPH)

SwapNet: Image Based Garment Transfer

Raj, A., Sankloy, P., Chang, H., Hays, J., Ceylan, D., Lu, J. (Sep. 12, 2018)

European Conference on Computer Vision (ECCV 2018)

Perception-Driven Semi-Structured Boundary Vectorization

Dominici, E., Hoshyari, S., Sheffer, A., Carr, N., Ceylan, D., Wang, Z., Shen, I. (Jul. 15, 2018)

ACM Transaction on Graphics (Proc. SIGGRAPH)

Learning Local Shape Descriptors from Part Correspondences With Multi-view Convolutional Networks

Huang, H., Kalogerakis, E., Chaudhuri, S., Ceylan, D., Kim, V., Yumer, E. (Jan. 1, 2018)

Transactions On Graphics

A Scalable Active Framework for Region Annotation in 3D Shape Collections

Yi, L., Kim, V., Ceylan, D., Shen, I., Yan, M., Su, H., Lu, C., Huang, Q., Sheffer, A., Guibas, L. (Dec. 1, 2016)

ACM Transactions on Graphics (Proceedings SIGGRAPH Asia)