Publications

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
  • 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

Publication date: April 29, 2025

X-Fusion: Introducing New Modality to Frozen Large Language Models

arxiv

Sicheng Mo, Thao Nguyen, Xun Huang, Siddharth Iyer, Yijun Li, Yuchen Liu, Abhishek Tandon, Eli Shechtman, Krishna Kumar Singh, Yong Jae Lee, Bolei Zhou, Yuheng Li
Best Paper award at T4V workshop CVPR'25
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: April 28, 2025

A Large-scale Training Paradigm for Graph Generative Models

ICLR 2025

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

Publication date: April 28, 2025

Interactive Visualization Recommendation with Hier-SUCB

The Web Conference

Songwen Hu, Ryan A. Rossi, Tong Yu, Junda Wu, Handong Zhao, Sungchul Kim, Shuai Li
  • Adobe Research icon AI & Machine Learning

Publication date: April 28, 2025

A Case Study of Human-Authored versus Automatic Dashboard Summaries

ACM CHI 2025 LBW

Jane Hoffswell, Victor S. Bursztyn, Shunan Guo, Eunyee Koh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction

Publication date: April 28, 2025

Since U Been Gone: Augmenting Context-Aware Transcriptions for Re-Engaging in Immersive VR Meetings

Conference on Human Factors in Computing Systems (CHI) 2025

Geonsun Lee, Yue Yang, Jennifer Healey, Dinesh Manocha
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Human Computer Interaction

Publication date: April 28, 2025

SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding

ICLR 2025

Jian Chen, Ruiyi Zhang, Yufan Zhou, Tong Yu, Franck Dernoncourt, Jiuxiang Gu, Ryan A. Rossi, Changyou Chen, Tong Sun
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: April 27, 2025

Developing A Framework to Support Human Evaluation of Bias in Generated Free Response Text

Conference on Human Factors in Computing Systems (CHI 2025) - Workshop on Human-centered Evaluation and Auditing of Language Models

Jennifer Healey, Laurie Byrum, Md. Nadeem Akhtar, Surabhi Bhargava, Moumita Sinha
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Natural Language Processing

Publication date: April 26, 2025

DepthScape: Authoring 2.5D Designs with Depth Estimation

Consolidated Health Informatics (CHI)

Cuong Nguyen, Yu Shen, Stefano Petrangeli, Matheus Gadelha
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: April 26, 2025

Satori 悟り: Towards Proactive AR Assistant with Belief-Desire-Intention User Modeling

CHI 2025

Chenyi Li, Guande Wu, Gromit Yeuk-Yin Chan, Dishita G Turakhia, Sonia Castelo Quispe, Dong Li, Leslie Welch, Claudio Silva, Jing Qian
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Human Computer Interaction

Publication date: April 26, 2025

Imprinto: Enhancing Infrared Inkjet Watermarking for Human and Machine Perception

CHI 2025

Martin Feick, Xuxin Tang, Raul Garcia-Martin, Alexandru Luchianov, Roderick Wei Xiao Huang, Chang Xiao, Alexa Siu, Doga Dogan
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction

Publication date: April 26, 2025

FontCraft: Multimodal Font Design Using Interactive Bayesian Optimization

CHI 2025

Yuki Tatsukawa, I-Chao Shen, Doga Dogan, Anran Qi, Yuki Koyama, Ariel Shamir, Takeo Igarashi
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: April 26, 2025

XR-penter: Material-Aware and In Situ Design of Scrap Wood Assemblies

CHI 2025

Ramya Iyer, Doga Dogan, Maria Larsson, Takeo Igarashi
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: April 26, 2025

Draw2Cut: Direct On-Material Annotations for CNC Milling

CHI 2025

Xinyue Gui, Ding Xia, Wang Gao, Doga Dogan, Maria Larsson, Takeo Igarashi
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: April 26, 2025

Creativity Supportive Ecosystems: A Framework for Understanding Function and Disruption in Online Art Worlds

CHI 2025

Shm Garanganao Almeda, Joy Kim, Bjoern Hartmann
Honorable Mention
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction

Publication date: April 26, 2025

VidSTR: Automatic SpatioTemporal Retargeting of Speech-Driven Video Compositions

CHI 2025

Joshua Kong Yang, Mackenzie Leake, Jeff Huang, Stephen DiVerdi
  • Adobe Research icon Human Computer Interaction

Publication date: April 26, 2025

SpeakEasy: Enhancing Text-to-Speech Interactions for Expressive Content Creation

CHI 2025

Stephen Brade, Sam Anderson, Rithesh Kumar, Zeyu Jin, Anh Truong
  • Adobe Research icon Audio
  • Adobe Research icon Human Computer Interaction

Publication date: April 26, 2025

Compositional Structures as Substrates for Human-AI Co-creation Environment: A Design Approach and A Case Study

CHI 2025

Yining Cao, Yiyi Huang, Anh Truong, Hijung Valentina Shin, Haijun Xia
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction

Publication date: April 26, 2025

Comprehensive Sketching: Exploring Infographic Design Alternatives in Parallel

CHI 2025

Xinyu Shi, Shunan Guo, Jane Hoffswell, Gromit Yeuk-Yin Chan, Victor S. Bursztyn, Jian Zhao, Eunyee Koh
  • Adobe Research icon Human Computer Interaction
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