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Publications

Publication date: October 3, 2024

Diffusion2GAN: Distilling Diffusion Models into Conditional GANs

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Minguk Kang, Richard Zhang, Connelly Barnes, Sylvain Paris, Suha Kwak, Jaesik Park, Eli Shechtman, Jun-Yan Zhu, Taesung Park
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: October 2, 2024

Lazy Diffusion Transformer for Interactive Image Editing

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Yotam Nitzan, Zongze Wu, Richard Zhang, Eli Shechtman, Daniel Cohen-Or, Taesung Park, Michaël Gharbi
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
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Publication date: October 1, 2024

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

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Dan Ruta, Gemma Canet Tarres, Alex Black, Andrew Gilbert, John Collomosse
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
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Publication date: October 1, 2024

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

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Hang Hua, Jing Shi, Kushal Kafle, Simon Jenni, Daoan Zhang, John Collomosse, Scott Cohen, Jiebo Liu
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
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Publication date: October 1, 2024

Thinking Outside the BBox: Unconstrained Generative Object Compositing

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Gemma Canet Tarres, Zhe Lin, Zhifei Zhang, Jianming Zhang, Yizhe Song, Dan Ruta, Andrew Gilbert, John Collomosse, Soo Ye Kim
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: October 1, 2024

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

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Alireza Ganjdanesh, Yan Kang, Yuchen Liu, Richard Zhang, Zhe Lin, Heng Huang
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: October 1, 2024

Editable Image Elements for Controllable Synthesis

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Jiteng Mu, Michaël Gharbi, Richard Zhang, Eli Shechtman, Nuno Vasconcelos, Xiaolong Wang, Taesung Park
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
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Publication date: September 30, 2024

Removing Distributional Discrepancies in Captions Improves Image-Text Alignment

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Yuheng Li, Haotian Liu, Mu Cai, Yijun Li, Eli Shechtman, Zhe Lin, Yong Jae Lee, Krishna Kumar Singh
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: September 29, 2024

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

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Chen-Yi Lu, Shubham Agarwal, Mehrab Tanjim, Kanak Mahadik, Anup Rao, Subrata Mitra, Shiv Saini, Saurabh Bagchi, Somali Chaterji
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: September 29, 2024

SAFARI: Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation

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Sayan Nag, Koustava Goswami, Srikrishna Karanam
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: September 29, 2024

DIFF-NST: Diffusion Interleaving For deFormable Neural Style Transfer

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Dan Ruta, Gemma Canet Tarres, Andrew Gilbert, Eli Shechtman, Nick Kolkin, John Collomosse
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
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Publication date: September 29, 2024

NeAT: Neural Artistic Tracing for high resolution Style Transfer

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Dan Ruta, Andrew Gilbert, John Collomosse, Eli Shechtman, Nick Kolkin
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  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
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Publication date: September 29, 2024

SuperGaussian: Repurposing Video Models for 3D Super Resolution

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Yuan Shen, Duygu Ceylan, Paul Guerrero, Zexiang Xu, Niloy J. Mitra, Shenlong Wang, Anna Frühstück
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
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Publication date: September 23, 2024

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

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Sambaran Bandyopadhyay, Himanshu Maheshwari, Anandhavelu Natarajan, Apoorv Saxena
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing
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Publication date: September 5, 2024

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

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Minh Van Nguyen, Franck Dernoncourt, David Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Nguyen
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Natural Language Processing
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Publication date: September 1, 2024

ControlMat: Controlled Generative Approach to Material Capture

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Giuseppe Vecchio, Rosalie Martin, Arthur Roullier, Adrien Kaiser, Romain ROUFFET, Valentin Deschaintre, Tamy Boubekeur
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
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Publication date: August 16, 2024

KaPQA: Knowledge-Augmented Product Question-Answering

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Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang, Karishma Bagga, David Seunghyun Yoon, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing
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Publication date: August 16, 2024

Multi-hop Database Reasoning with Virtual Knowledge Graph

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Juhee Son, Yeon Seonwoo, Alice Oh, James Thorne, David Seunghyun Yoon
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing
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Publication date: August 16, 2024

TAME-RD: Text Assisted Replication of Image Multi-Adjustments for Reverse Designing

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Pooja Guhan, Uttaran Bhattacharya, Somdeb Sarkhel, Vahid Azizi, Xiang Chen, Saayan Mitra, Aniket Bera, Dinesh Manocha
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  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing
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Publication date: August 12, 2024

Understanding News Thumbnail Representativeness by Counterfactual Text-Guided Contrastive Language-Image Pretraining

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Yejun Yoon, David Seunghyun Yoon, Kunwoo Park
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing
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