Publications

Publication date: June 17, 2024

Relightful Harmonization: Lighting-aware Portrait Background Replacement

CVPR 2024

Mengwei Ren, Wei Xiong, Jae Shin Yoon, Zhixin Shu, Jianming Zhang, HyunJoon Jung, Guido Gerig, He Zhang
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image

CVPR 2024

Yiqun Mei, Yu Zeng, He Zhang, Zhixin Shu, Xuaner Zhang, Sai Bi, Jianming Zhang, HyunJoon Jung, Vishal M. Patel
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

MeLFusion: Synthesizing Music from Image and Language Cues using Diffusion Models

CVPR 2024

Sanjoy Chowdhury, Sayan Nag, Joseph K J, Balaji Vasan Srinivasan, Dinesh Manocha
CVPR Highlight
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

Brush2Prompt: Contextual Prompt Generator for Object Inpainting

CVPR 2024

Mang Tik Chiu, Yuqian Zhou, Lingzhi Zhang, Zhe Lin, Connelly Barnes, Sohrab Amirghodsi, Eli Shechtman, Humphrey Shi
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication

CVPR 2024

Eric Slyman, Stefan Lee, Scott Cohen, Kushal Kafle
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: June 17, 2024

Building Vision-Language Models on Solid Foundations with Masked Distillation

CVPR 2024

Sepehr Sameni, Kushal Kafle, Hao Tan, Simon Jenni
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: June 17, 2024

IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation

CVPR 2024

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian Price, Jianming Zhang, Soo Ye Kim, He Zhang, Wei Xiong, Daniel Aliaga, Price
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

AT-EDM: Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models

CVPR 2024

Hongjie Wang, Difan Liu, Yan Kang, Yijun Li, Zhe Lin, Niraj K. Jha, Yuchen Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning

Conference on Computer Vision and Pattern Recognition (CVPR)

Jing Shi, Wei Xiong, Zhe Lin, Hyun Joon Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: June 17, 2024

ALPS: An Adaptive Learning, Priority OS Scheduler for Serverless Functions

USENIX ATC 2024

Yuqi Fu, Ruizhe Shi, Haoliang Wang, Songqing Chen, Yue Cheng
  • Adobe Research icon Systems & Languages

Publication date: June 16, 2024

PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck

NAACL 2024 Findings

Thang M. Pham, Peijie Chen, Tin Nguyen, David Seunghyun Yoon, Trung Bui, Anh Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: June 16, 2024

PARASOL: Parametric Style Control for Diffusion Image Synthesis

Computer Vision and Pattern Recognition (CVPRW) Workshop on Women in Computer Vision (WiCV)

Gemma Canet Tarres, Dan Ruta, Tu Bui, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: June 11, 2024

Bias and Fairness in Large Language Models: A Survey

Computational Linguistics 2024

Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: June 9, 2024

R2D2: Reducing Redundancy and Duplication in Data Lakes

International Conference on Management of Data (SIGMOD)

Koyel Mukherjee, Raunak shah, Atharv Tyagi, Sai Keerthana Karnam, Dhruv Joshi, Shivam Bhosale, Subrata Mitra
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Systems & Languages

Publication date: June 1, 2024

Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges

13th Joint Conference on Lexical and Computational Semantics (*SEM 2024)

Abhilasha Sancheti, Koustava Goswami, Balaji Vasan Srinivasan
  • Adobe Research icon Natural Language Processing

Publication date: May 27, 2024

Interaction Techniques for Exploratory Data Visualization on Mobile Devices

EuroVis 2024 (short paper)

Luke S. Snyder, Ryan A. Rossi, Eunyee Koh, Jeffrey Heer, Jane Hoffswell
  • Adobe Research icon Human Computer Interaction

Publication date: May 25, 2024

OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis

LREC-COLING 2024

Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 25, 2024

DocScript: New Task, Dataset, and Models for Document-level Script Event Prediction

LREC-COLING 2024

Puneet Mathur, Vlad Morariu, Aparna Garimella, Franck Dernoncourt, Jiuxiang Gu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha, Rajiv Jain
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 25, 2024

Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports

LREC-COLING 2024

Hieu Man, Chien Nguyen, Nghia Ngo, Linh Ngo, Franck Dernoncourt, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 25, 2024

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

LREC-COLING 2024

Thuat Nguyen, Chien Nguyen, Viet Lai, Hieu Man, Nghia Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing
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