Publications

Publication date: October 4, 2024

TurboEdit: Text-Based Image Editing Using Few-Step Diffusion Models

European Conference on Computer Vision (ECCV'24)

Zongze Wu, Nick Kolkin, Jonathan Brandt, Richard Zhang, Eli Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 3, 2024

Diffusion2GAN: Distilling Diffusion Models into Conditional GANs

European Conference on Computer Vision (ECCV'24)

Minguk Kang, Richard Zhang, Connelly Barnes, Sylvain Paris, Suha Kwak, Jaesik Park, Eli Shechtman, Jun-Yan Zhu, Taesung Park
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 2, 2024

Lazy Diffusion Transformer for Interactive Image Editing

European Conference on Computer Vision (ECCV'24)

Yotam Nitzan, Zongze Wu, Richard Zhang, Eli Shechtman, Daniel Cohen-Or, Taesung Park, Michaël Gharbi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 1, 2024

Self-supervised disentangled representation learning of artistic style through Neural Style Transfer

European Conference on Computer Vision (ECCVW) Workshop on Vision and Art (VISART)

Dan Ruta, Gemma Canet Tarres, Alex Black, Andrew Gilbert, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: October 1, 2024

FineMatch: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction

European Conference on Computer Vision (ECCV)

Hang Hua, Jing Shi, Kushal Kafle, Simon Jenni, Daoan Zhang, John Collomosse, Scott Cohen, Jiebo Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence

Publication date: October 1, 2024

Thinking Outside the BBox: Unconstrained Generative Object Compositing

European Conference on Computer Vision (ECCV)

Gemma Canet Tarres, Zhe Lin, Zhifei Zhang, Jianming Zhang, Yizhe Song, Dan Ruta, Andrew Gilbert, John Collomosse, Soo Ye Kim
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 1, 2024

Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network Selection

European Conference on Computer Vision (ECCV)

Alireza Ganjdanesh, Yan Kang, Yuchen Liu, Richard Zhang, Zhe Lin, Heng Huang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 1, 2024

Editable Image Elements for Controllable Synthesis

European Conference on Computer Vision (ECCV'24)

Jiteng Mu, Michaël Gharbi, Richard Zhang, Eli Shechtman, Nuno Vasconcelos, Xiaolong Wang, Taesung Park
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: September 30, 2024

Removing Distributional Discrepancies in Captions Improves Image-Text Alignment

European Conference on Computer Vision (ECCV'24)

Yuheng Li, Haotian Liu, Mu Cai, Yijun Li, Eli Shechtman, Zhe Lin, Yong Jae Lee, Krishna Kumar Singh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 29, 2024

ReCON: Training-Free Acceleration for Text-to-Image Synthesis with Retrieval of Concept Prompt Trajectories

European Conference on Computer Vision (ECCV)

Chen-Yi Lu, Shubham Agarwal, Mehrab Tanjim, Kanak Mahadik, Anup Rao, Subrata Mitra, Shiv Saini, Saurabh Bagchi, Somali Chaterji
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 29, 2024

SAFARI: Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation

European Conference on Computer Vision (ECCV)

Sayan Nag, Koustava Goswami, Srikrishna Karanam
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 29, 2024

DIFF-NST: Diffusion Interleaving For deFormable Neural Style Transfer

European Conference on Computer Vision (ECCVW'24) Workshop on Vision for Art (VISART VII)

Dan Ruta, Gemma Canet Tarres, Andrew Gilbert, Eli Shechtman, Nick Kolkin, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: September 29, 2024

NeAT: Neural Artistic Tracing for high resolution Style Transfer

European Conference on Computer Vision (ECCVW'24) Workshop on Vision for Art (VISART VII)

Dan Ruta, Andrew Gilbert, John Collomosse, Eli Shechtman, Nick Kolkin
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: September 29, 2024

SuperGaussian: Repurposing Video Models for 3D Super Resolution

European Conference on Computer Vision (ECCV)

Yuan Shen, Duygu Ceylan, Paul Guerrero, Zexiang Xu, Niloy J. Mitra, Shenlong Wang, Anna Frühstück
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: September 29, 2024

Temporal Residual Jacobians for Rig-free Motion Transfer

ECCV

Sanjeev Muralikrishnan, Niladri Shekhar Dutt, Siddhartha Chaudhuri, Noam Aigerman, Vladimir (Vova) Kim, Matt Fisher, Niloy J. Mitra
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: September 29, 2024

DECOLLAGE: 3D Detailization by Controllable, Localized, and Learned Geometry Enhancement

ECCV

Qimin Chen, Zhiqin Chen, Vladimir (Vova) Kim, Noam Aigerman, Hao Zhang, Siddhartha Chaudhuri
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: September 23, 2024

Enhancing Presentation Slide Generation by LLMs with a Multi-Staged End-to-End Approach

17th International Natural Language Generation Conference (INLG) 2024

Sambaran Bandyopadhyay, Himanshu Maheshwari, Anandhavelu Natarajan, Apoorv Saxena
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: September 16, 2024

Fake or Compromised? Making Sense of Malicious Clients in Federated Learning

29th European Symposium on Research in Computer Security (ESORICS)

Hamid Mozaffari, Sunav Choudhary, Amir Houmansadr
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Systems & Languages

Publication date: September 16, 2024

BOTracle: A framework for Discriminating Bots and Humans

International Workshops of European Symposium On Research In Computer Security (ESORICS-W)

Jan Kadel, August See, Ritwik Sinha, Mathias Fischer
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Systems & Languages

Publication date: September 5, 2024

Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models

Interspeech 2024

Minh Van Nguyen, Franck Dernoncourt, David Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Natural Language Processing
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