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Publications

Publication date: March 1, 2025

Design-o-meter: Towards Evaluating and Refining Graphic Designs

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Sahil Goyal, Abhinav Mahajan, Swasti Shreya Mishra, Prateksha Udhayanan, Tripti Shukla, Joseph K J, Balaji Vasan Srinivasan
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  • Adobe Research icon Graphics (2D & 3D)
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Publication date: February 28, 2025

An Image is Worth Multiple Words: Multi-attribute Inversion for Constrained Text-to-Image Synthesis

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Aishwarya Agarwal, Srikrishna Karanam, Tripti Shukla, Balaji Vasan Srinivasan
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  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: February 28, 2025

AlignIT: Enhancing Prompt Alignment in Customization of Text-to-Image Models

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Aishwarya Agarwal, Srikrishna Karanam, Balaji Vasan Srinivasan
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  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: December 9, 2024

Improved Distribution Matching Distillation for Fast Image Synthesis

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Tianwei Yin, Michaël Gharbi, Taesung Park, Richard Zhang, Eli Shechtman, Frédo Durand, William T. Freeman
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: December 2, 2024

Direct Manipulation of Analytic Implicit Surfaces

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Marzia Riso, Élie Michel, Axel Paris, Valentin Deschaintre, Mathieu Gaillard, Fabio Pellacini
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  • Adobe Research icon Graphics (2D & 3D)
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Publication date: December 2, 2024

Procedural Material Generation with Reinforcement Learning

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Beichen Li, Yiwei Hu, Paul Guerrero, Milos Hasan, Liang Shi, Valentin Deschaintre, Wojciech Matusik
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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: November 16, 2024

An Analysis of Multilingual FActScore

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Vu Trong Kim, Michael Krumdick, Varshini Reddy, Franck Dernoncourt, Viet Dac Lai
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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: November 16, 2024

Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs

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Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt, David Seunghyun Yoon, Ryan A. Rossi, Trung Bui
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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: November 16, 2024

DocEditAgent: Document Structure Editing Via Multimodal LLM Grounding

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Manan Suri, Puneet Mathur, Franck Dernoncourt, Rajiv Jain, Vlad Morariu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha
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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: November 16, 2024

FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document

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Joonho Yang, David Seunghyun Yoon, ByeongJeong Kim, Hwanhee Lee
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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: November 16, 2024

PDFTriage: Question Answering over Long, Structured Documents

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Jon Saad-Falcon, Joe Barrow, Alexa Siu, Ani Nenkova, David Seunghyun Yoon, Ryan A. Rossi, Franck Dernoncourt
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing
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Publication date: November 16, 2024

ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning

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Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing
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Publication date: November 12, 2024

Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution

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Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella, Anandhavelu Natarajan
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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: November 11, 2024

Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition

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Pritika Ramu, Koustava Goswami, Apoorv Saxena, Balaji Vasan Srinivasan
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  • Adobe Research icon Natural Language Processing
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Publication date: October 27, 2024

SegGuard: Defending Scene Segmentation against Adversarial Patch Attack

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Tommy Gittings, Steve Schneider, John Collomosse
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  • Adobe Research icon Content Intelligence
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Publication date: October 21, 2024

MVMR: A New Framework for Evaluating Faithfulness of Video Moment Retrieval against Multiple Distractors

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Nakyeong Yang, Minsung Kim, David Seunghyun Yoon, Joongbo Shin, Kyomin Jung
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing
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Publication date: October 13, 2024

DrawTalking: Building Interactive Worlds by Sketching and Speaking

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Karl Toby Rosenberg, Rubaiat Habib, Li-Yi Wei, Haijun Xia, Ken Perlin
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  • Adobe Research icon Human Computer Interaction
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Publication date: October 13, 2024

How Aligned are Human Chart Takeaways and LLM Predictions? A Case Study on Bar Charts with Varying Layouts

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Huichen Will Wang, Jane Hoffswell, Sao Myat Thazin Thane, Victor S. Bursztyn, Cindy Xiong Bearfield
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Natural Language Processing
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Publication date: October 13, 2024

Representing Charts as Text for Language Models: An In-Depth Study of Question Answering for Bar Charts

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Victor S. Bursztyn, Jane Hoffswell, Shunan Guo, Eunyee Koh
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Natural Language Processing
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Publication date: October 4, 2024

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

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Zongze Wu, Nick Kolkin, Jonathan Brandt, Richard Zhang, Eli Shechtman
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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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