Publications

 

Lumiere: A Space-Time Diffusion Model for Video Generation

Omer Bar-Tal*, Hila Chefer*, Omer Tov*, Charles Herrmann, Roni Paiss, Shiran Zada,  Ariel Ephrat, Junhwa Hur, Guanghui Liu, Amit Raj, Yuanzhen Li, Michael Rubinstein, Tomer Michaeli, Oliver Wang, Deqing Sun, Tali Dekel, Inbar Mosseri
2024
[paper][project]

 

 


 

Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer
Danah Yatim*, Rafail Fridman*, Omer Bar-Tal*, Yoni Kasten, Tali Dekel
2023
[paper][project]

 

 

 


 

TokenFlow: Consistent Diffusion Features for Consistent Video Editing
Michal Geyer*, Omer Bar-Tal*, Shai Bagon, Tali Dekel
ICLR 2024
[paper][project]

 

 

 


DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data
Stephanie Fu*, Netanel Tamir*, Shobhita Sundaram*, Lucy Chai, Richard Zhang, 
Tali Dekel, Phillip Isola
NeuIPS 2023, Spotlight
[paper][project]

 

 


SceneScape: Text-Driven Consistent Scene Generation
Rafail Fridman*, Amit Abecasis*, Yoni Kasten, Tali Dekel
NeuIPS 2023
[paper][project]

 

 

 


Teaching CLIP to Count to Ten
Roni Paiss, Ariel Ephrat, Omer Tov, Shiran Zada, Inbar Mosseri, Michal Iran, Tali Dekel
ICCV 2023
[paper][project]

 

 

 


MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation
Omer Bar-Tal*, Lior Yariv*, Yaron Lipman, Tali Dekel
ICML 2023
[paper][project]

 

 

 


Neural Congealing: Aligning Images to a Joint Semantic Atlas
Dolev Amar-Ofri, Michal Geyer, Yoni Kasten, Tali Dekel
CVPR 2023
[paper][project]

 

 


 

Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation
Narek Tumanyan*, Michal Geyer*, Shai Bagon, Tali Dekel
CVPR 2023
[paper][project]

 

 

 


 

Imagic: Text-Based Real Image Editing with Diffusion Models
Bahjat Kawar*, Shiran Zada*, Oran Lang, Omer Tov, Huiwen Chang, Tali Dekel, Inbar Mosseri, Michal Irani
CVPR 2023
 [paper][project]

 

 

 


 

Text2LIVE: Text-Driven Layered Image and Video Editing
Omer Bar-Tal*, Dolev Ofri-Amar*, Rafail Friedman*, Yoni Kasten, Tali Dekel
ECCV 2022, Oral
 [paper][project]

 

 

 


VGPNN: Diverse Generation from a Single Video Made Possible
Niv Haim*, Ben Feinsten*, Niv Granot, Assaf Shocher, Shai Bagon, Tali Dekel, Michal Irani
ECCV 2022
[paper][project]

 


Self-Distilled StyleGAN: Towards Generation from Internet Photos
Ron Mokady,  Michal Yarom, Omer Tov, Oran Lang, Daniel Cohen-Or, Tali Dekel,
Michal Irani, Inbar Mosseri 
SIGGRAPH 2022
[paper][project]

 


Splicing ViT Features for Semantic Appearance Transfer
Narek Tumanyan*, Omer Bar-Tal*, Shai Bagon, Tali Dekel  
CVPR 2022, Oral
[paper][project]

 

 


Deep ViT Features as Dense Visual Descriptors
Shir Amir, Yossi Gandelsman, Shai Bagon, Tali Dekel 
Arxiv. 2021
[paper][project]

 

 


Layered Neural Atlases for Consistent Video Editing
Yoni Kasten, Dolev Ofri, Oliver Wang, Tali Dekel 
SIGGRAPH Asia 2021
[paper][project]

 

 

 


Consistent Depth of Moving Objects in Video
Zhoutong Zhang, Forrester Cole, Richard Tucker, Bill Freeman, Tali Dekel
SIGGRAPH 2021
[paper][project]

 

 

Unveiling Unexpected Training Data in Internet Video
Tali Dekel and Noah Snavely 
Communications of the ACM (CAM) 2021
[paper]

 


Omnimatte: Associating Objects and Their Effects in Video
Erika Lu, Forrester Cole, Tali Dekel, Andrew Zisserman, William T. Freeman, Michael Rubinstein
Conference on Computer Vision and Pattern Recognition (CVPR) 2021, Oral
[paper] [project]

 

 

Layered Neural Rendering for Retiming People in Video
Erika Lu, Forrester Cole, Tali Dekel, Weidi Xie, Andrew Zisserman, David Salesin, William T. Freeman, Michael Rubinstein
ACM Transactions on Graphics (TOG). Proc. SIGGRAPH Asia 2020
[paper] [project]

 

SpeedNet: Learning the Speediness in Videos
Sagie Benaim, Ariel Ephrat, Oran Lang, Inbar Mosseri, William T. Freeman,
Michael Rubinstein, Michal Irani, Tali Dekel
Conference on Computer Vision and Pattern Recognition (CVPR) 2020, Oral
[paper] [project]
 

Semantic Pyramid for Image Generation
Assaf Shocher*, Yossi Gandelsman*, Inbar Mosseri, Michal Yarom, Michal Irani,
William T. Freeman, Tali Dekel
Conference on Computer Vision and Pattren Recongnition (CVPR) 2020, Oral
[paper] [project]
 

 


SinGAN: Learning a Generative Model from a Single Natural Image
Tamar Rott Shaham, Tali Dekel, Tomer Michaeli
International Conf. on Computer Vision (ICCV), 2019, 
Best Paper Award (Marr Prize)
[paper][project]

 

Learning the Depths of Moving People by Watching Frozen People
Zhengqi Li, Tali Dekel, Forrester Cole, Richard Tucker, Noah Snavely, Ce Liu,
William T. Freeman, Conference on Computer Vision and Pattren Recongnition (CVPR) 2019, Best Paper Honorable Mention Award
[paper] [project]
 

 

Speech2Face: Learning the Face Behind a Voice
Tae-Hyun Oh, Tali Dekel, Changil Kim, Inbar Mosseri, William T. Freeman,
Michael Rubinstein, Wojciech Matusik
Conference on Computer Vision and Pattren Recongnition (CVPR) 2019
[paper][project]
 

MoSculp: Interactive Visualization of Shape and Time
Xiuming Xhang, Tali Dekel, Tianfan Xue, Andrew Owen, Jiajun Wu,
Stefanie Mueller, William T. Freeman
ACM symposium on User interface software and technology (UIST), 2018
[paper][project]
 

Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation
Ariel Ephrat, Inbar Mosseri, Oran Lang, Tali Dekel, Kevin Wilson, Avinatan Hassidim, Bill Freeman, Michael Rubinstein
ACM Transactions on Graphics (TOG). Proc. SIGGRAPH 2018
[paper] [project]
 

Sparse, Smart Contours to Represent and Edit Images
Tali Dekel, Chunag Gan. Dilip Krishnan, Ce Liu, William T. Freeman
Conference on Computer Vision and Pattren Recongnition (CVPR) 2018
[paper] [project]

 

Modifying Non-Local Variations Across Multiple Views
Tal Tlusty, Tomer Michaeli, Tali Dekel, Lihi Zelnik-Manor
Conference on Computer Vision and Pattren Recongnition (CVPR) 2018
[paper] [project]     

 


On The Effectiveness of Visible Watermarks
Tali Dekel, Michael Rubinstein, Ce Liu, William T. Freeman
Conference on Computer Vision and Pattren Recongnition (CVPR) 2017
[paper] [project]

 

 

Deviation Magnification: Revealing Departures from Ideal Geometries
Neal Wadhwa, Tali Dekel, Donglai Wei, Frédo Durand, William T. Freeman
ACM Transactions on Graphics (TOG). Proc. SIGGRAPH Asia  2015
[paper] [project]

 

Revealing & Modifying Non-Local Variations in a Single Image
Tali Dekel, Tomer Michaeli, Michal Irani, William T. Freeman
ACM Transactions on Graphics (TOG). Proc. SIGGRAPH Asia  2015
[paper] [project]

 

   Best-Buddies Similarity for Robust Template Matching
   
Tali Dekel, Shaul Oron, Michael Rubinstein, Shai Avidan, William T. Freeman
   Conference on Computer Vision and Pattren Recognition (CVPR) 2015
   [paper] [project]

 

 

 


Space-Time Tradeoffs in Photo Sequencing
Tali Dekel, Shai Avidan, Yael Moses
International Conference on Computer Vision (ICCV) 2013
[paper] [project]

 


Photo-Sequencing
Tali Dekel, Shai Avidan, Yael Moses
European Conference on Computer Vision (ECCV) 2012, Oral
[paper] [project]

 

Racing Bib Number Recognition
Idan Ben-Ami, Tali Dekel, Shai Avidan
British Machine Vision Conference (BMVC) 2012
[paper] [project]

 

 


Structure and Motion from Scene Registration
Tali Dekel, Shai Avidan, Alexander Hornung, Wojciech Matusik
Conference on Computer Vision and Pattren Recognition (CVPR) 2012
[paper] [project]

 

 

Geometrically Consistent Stereo Seam Carving
Tali Dekel, Shai Avidan, Yael Moses
International Conference on Computer Vision (ICCV) 2011, Oral
[paper] [project]

 


Multi-View Scene Flow Estimation: A View Centered Variational Approach
Tali Dekel, Yael Moses, Nahum Kiryati
Conference on Computer Vision and Pattren Recognition (CVPR) 2010
[paper] [project]