Publications

Publication date: October 19, 2025

DiffTell: A High-Quality Dataset for Describing Image Manipulation Changes

International Conference on Computer Vision (ICCV 2025)

Zonglin Di, Jing Shi, Yifei Fan, Hao Tan, Alexander Black, John Collomosse, Yang Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence

Publication date: October 19, 2025

Representation Shift: Unifying Token Compression with FlashAttention

International Conference on Computer Vision (ICCV 2025)

Joonmyung Choi, Sanghyeok Lee, Byungoh Ko, Eunseo Kim, Jihyung Kil, Hyunwoo J. Kim
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 19, 2025

Calibrating MLLM-as-a-judge via Multimodal Bayesian Prompt Ensembles

International Conference on Computer Vision (ICCV 2025)

Eric Slyman, Mehrab Tanjim, Kushal Kafle, Stefan Lee
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: October 19, 2025

Improving Large Vision and Language Models by Learning from a Panel of Peers

International Conference on Computer Vision (ICCV 2025)

Jefferson Hernandez, Jing Shi, Simon Jenni, Vicente Ordonez, Kushal Kafle
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: October 19, 2025

SliderSpace: Decomposing the Visual Capabilities of Diffusion Models

International Conference on Computer Vision (ICCV 2025)

Rohit Gandikota, Zongze Wu, Richard Zhang, David Bau, Eli Shechtman, Nick Kolkin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 18, 2025

Your Text Encoder Can Be An Object-Level Watermarking Controller

ICCV 2025

Naresh Kumar Devulapally, Mingzhen Huang, Vishal Asnani, Shruti Agarwal, Siwei Lyu, Vishnu Suresh Lokhande
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 18, 2025

CustomMark: Customization of Diffusion Models for Proactive Attribution

ICCV APAI workshop 2025

Vishal Asnani, John Collomosse, Xiaoming Liu, Shruti Agarwal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 18, 2025

Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation and Reconstruction

International Conference on Computer Vision (ICCV 2025)

Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren, Fujun Luan, Qing Liu, Soo Ye Kim, Jianming Zhang, Zhifei Zhang, Yuqian Zhou, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan Yuille
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 15, 2025

DIVE: Taming DINO for Subject-Driven Video Editing

International Conference on Computer Vision (ICCV 2025)

Yi huang, Wei Xiong, He Zhang, Chaoqi Chen, Jianzhuang Liu, Mingfu Yan, Shifeng Chen
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 13, 2025

Learning to Upsample and Upmix Audio in the Latent Domain

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2025)

Dimitrios Bralios, Paris Smaragdis, Jonah Casebeer
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 12, 2025

SILA: Signal-to-Language Augmentation for Enhanced Control in Text-to-Audio Generation

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)

Sonal Kumar, Prem Seetharaman, Justin Salamon, Oriol Nieto
  • Adobe Research icon Audio

Publication date: October 10, 2025

Stochastic Gradient Estimation for Higher-order Differentiable Rendering

International Conference on Computer Vision (ICCV 2025)

Zican Wang, Michael Fischer, Tobias Ritschel
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  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 9, 2025

DynaSaur: Large Language Agents Beyond Predefined Actions

COLM 2025

Dang Nguyen, Viet Dac Lai, David Seunghyun Yoon, Ryan A. Rossi, Handong Zhao, Ruiyi Zhang, Puneet Mathur, Nedim Lipka, Yu Wang, Trung Bui, Franck Dernoncourt, Tianyi Zhou
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: September 28, 2025

PosterMate: Audience-driven Collaborative Persona Agents for Poster Design

UIST 2025

Gromit Yeuk-Yin Chan, Daniel Lee, Gary Hsieh, Donghoon Shin
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: September 27, 2025

Survey on User Interface Design and Interactions for Generative AI Applications

Foundations and Trends in Human-Computer Interaction

Reuben Luera, Ryan A. Rossi, Alexa Siu, Franck Dernoncourt, Tong Yu, Sungchul Kim, Ruiyi Zhang, Xiang Chen, Hanieh Salehy, Nedim Lipka, Samyadeep Basu, Puneet Mathur, Jian Zhao
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: September 10, 2025

A Framework for Fine-Tuning LLMs using Heterogeneous Feedback

RANLP 2025

Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: September 10, 2025

Multi-LLM Debiasing Framework

RANLP 2025

Deonna M. Owens, Ryan A. Rossi, Sungchul Kim, Tong Yu, Franck Dernoncourt, Xiang Chen, Ruiyi Zhang, Jiuxiang Gu, Hanieh Deilamsalehy, Nedim Lipka
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: September 10, 2025

A Survey on Small Language Models

RANLP 2025

Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia, Samyadeep Basu, Zhengmian Hu, Jian Chen, Mihir Parmar, Sasidhar Kunapuli, Joe Barrow, Junda Wu, Ashish Singh, Yu Wang, Jiuxiang Gu, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Michael Rimer, Zhehao Zhang, Huanrui Yang, Puneet Mathur, Gang Wu, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: September 10, 2025

FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback

RANLP 2025

Ashish Singh, Ashutosh Singh, Prateek Agarwal, Zixuan Huang, Arpita Singh, Tong Yu, Sungchul Kim, Victor Bursztyn, Nesreen K. Ahmed, Puneet Mathur, Erik Learned-Miller, Franck Dernoncourt, Ryan A. Rossi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: September 10, 2025

Multi-LLM Text Summarization

RANLP 2025

Jiangnan Fang, Cheng-Tse Liu, Jieun Kim, Yash Bhedaru, Ethan Liu, Nikhil Singh, Nedim Lipka, Puneet Mathur, Nesreen K. Ahmed, Franck Dernoncourt, Ryan A. Rossi, Hanieh Deilamsalehy
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing
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