Adobe Research » Publications

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

AI & Machine Learning
Computer Vision, Imaging & Video
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

AI & Machine Learning
Computer Vision, Imaging & Video
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

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: May 11, 2025

Lipschitz Pruning: Hierarchical Simplification of Primitive-Based SDFs

Eurographics 2025

Wilhem Barbier, Mathieu Sanchez, Axel Paris, Élie Michel, Thibaud Lambert, Tamy Boubekeur, Mathias Paulin, Théo Thonat

Best Paper Award Honorable Mention

Graphics (2D & 3D)

Publication date: May 11, 2025

Implicit UVs: Real-time Semi-global Parameterization of Implicit Surfaces

Eurographics 2025

Baptiste Genest, Pierre Gueth, Jérémy Levallois, Stephanie Wang

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

AI & Machine Learning
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

AI & Machine Learning
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

AI & Machine Learning
Human Computer Interaction
Intelligent Agents & Assistants
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

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
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

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

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

AI & Machine Learning
Computer Vision, Imaging & Video
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

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
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

AI & Machine Learning
Intelligent Agents & Assistants
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

AI & Machine Learning
Computer Vision, Imaging & Video
Human Computer Interaction
Intelligent Agents & Assistants

Publication date: April 29, 2025

Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval

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

Yu Xia, Junda Wu, Sungchul Kim, Tong Yu, Ryan A. Rossi, Haoliang Wang, Julian McAuley

Natural Language Processing

Publication date: April 29, 2025

Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering

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

Yeonjun In, Sungchul Kim, Ryan A. Rossi, Mehrab Tanjim, Tong Yu, Ritwik Sinha, Chanyoung Park, Kim

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

AI & Machine Learning
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

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
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

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: April 29, 2025

PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks

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

Soumya Suvra Ghosal, Soumyabrata Pal, Koyel Mukherjee, Dinesh Manocha

Natural Language Processing

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