Publications

Publication date: June 1, 2025

Comprehensive Relighting: Generalizable and Consistent Monocular Human Relighting and Harmonization

IEEE Computer Vision and Pattern Recognition (CVPR) 2025

Junying Wang, Jingyuan Liu, Xin Sun, Krishna Kumar Singh, Zhixin Shu, He Zhang, Jimei Yang, Nanxuan Zhao, Tuanfeng Y. Wang, Simon S. Chen, Ulrich Neumann, Jae Shin Yoon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 26, 2025

Long-Context State-Space Video World Models

arxiv

Ryan Po, Yotam Nitzan, Richard Zhang, Berlin Chen, Tri Dao, Eli Shechtman, Gordon Wetzstein, Xun Huang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 18, 2025

Disambiguation in Conversational Question Answering in the Era of LLM: A Survey

arXiv

Mehrab Tanjim, Yeonjun In, Xiang Chen, Victor S. Bursztyn, Ryan A. Rossi, Sungchul Kim, Guang-Jie Ren, Vaishnavi Muppala, Shun Jiang, Yongsung Kim, Chanyoung Park
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: May 12, 2025

DiffServe: Efficiently Serving Text-to-Image Diffusion Models with Query-Aware Model Scaling

The Annual Conference on Machine Learning and Systems (MLSys)

Sohaib Ahmad, Qizheng Yang, Haoliang Wang, Ramesh K. Sitaraman, Hui Guan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: May 12, 2025

Image Vectorization via Gradient Reconstruction

Eurographics 2025

Souymodip Chakraborty, Vineet Batra, Ankit Phogat, Vishwas Jain, Jaswant Singh Ranawat, Michal Lukáč, Matt Fisher, Kevin Wampler
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 12, 2025

Automatic Diffusion-Based Rigging for Characters with Diverse Topologies

Eurographics 2025

Zeqi Gu, Difan Liu, Timothy Langlois, Matt Fisher, Abe Davis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 12, 2025

2D Neural Fields with Learned Discontinuities

Eurographics 2025

Chenxi Liu, Siqi Wang, Matt Fisher, Deepali Aneja, Alec Jacobson
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 4, 2025

Demystifying the Power of Large Language Models in Graph Generation

NAACL 2025 Findings

Yu Wang, Ryan A. Rossi, Namyong Park, Nesreen K. Ahmed, Danai Koutra, Franck Dernoncourt, Tyler Derr
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: May 4, 2025

Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes

NAACL 2025

Isabel O. Gallegos, Ryan Aponte, Ryan A. Rossi, Joe Barrow, Mehrab Tanjim, Tong Yu, Hanieh Deilamsalehy, Ruiyi Zhang, Sungchul Kim, Franck Dernoncourt, Nedim Lipka, Deonna Owens, Jiuxiang Gu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: May 2, 2025

Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions

WWW 2025

Reuben Luera, Ryan A. Rossi, Franck Dernoncourt, Alexa Siu, Sungchul Kim, Tong Yu, Ruiyi Zhang, Xiang Chen, Nedim Lipka, Zhehao Zhang, Seon Gyeom Kim, Tak Yeon Lee
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: May 2, 2025

MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections

NAACL 2025

Nishant Balepur, Alexa Siu, Nedim Lipka, Franck Dernoncourt, Tong Sun, Jordan Lee Boyd-Graber, Puneet Mathur
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: May 2, 2025

VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation

NAACL 2025

Manan Suri, Puneet Mathur, Franck Dernoncourt, Kanika Goswami, Ryan A. Rossi, Dinesh Manocha
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 30, 2025

VideoDiff: Human-AI Video Co-Creation with Alternatives

CHI 2025

Mina Huh, Dingzeyu Li, Kim Pimmel, Hijung Valentina Shin, Amy Pavel, Mira Dontcheva
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: April 30, 2025

VLind-Bench: Measuring Language Priors in Large Vision-Language Models

NAACL 2025 Findings

Kang-il Lee, Minbeom Kim, David Seunghyun Yoon, Minsung Kim, Dongryeol Lee, Hyukhun Koh, Kyomin Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: April 30, 2025

CORG: Generating Answers from Complex, Interrelated Contexts

NAACL 2025

Hyunji Lee, Franck Dernoncourt, Trung Bui, David Seunghyun Yoon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 30, 2025

Generating Diverse Hypotheses for Inductive Reasoning

NAACL 2025

Kang-il Lee, Hyukhun Koh, Dongryeol Lee, David Seunghyun Yoon, Minsung Kim, Kyomin Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 29, 2025

Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey

The North American Chapter of the Association for Computational Linguistics (NAACL)

Xiaoyu Liu, Paiheng Xu, Junda Wu, Jiaxin Yuan, Yifan Yang, Yuhang Zhou, Fuxiao Liu, Tianrui Guan, Haoliang Wang, Tong Yu, Julian McAuley, Wei Ai, Furong Huang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: April 29, 2025

ChartCitor: Answer Citations for ChartQA via Multi-Agent LLM Retrieval and Ranking

WWW 2025 AI Agent for Information Retrieval (Agent4IR) Workshop

Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 29, 2025

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback

WWW 2025 AI Agent for Information Retrieval (Agent4IR) Workshop

Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 29, 2025

PLD+: Accelerating LLM Inference by Leveraging Language Model Artifacts

Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL)

Shwetha Somasundaram, Anirudh Phukan, Apoorv Saxena
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing
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