Publications

Publication date: December 10, 2023

Perturbation Robust Metric for Multi-Lingual Image Captioning

Findings of EMNLP 2023

Yongil Kim, Yerin Hwang, Hyeongu Yun, David Seunghyun Yoon, Trung Bui, Kyomin Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: December 10, 2023

Transitioning Representations between Languages for Cross-lingual Event Detection

EMNLP Findings 2023

Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 6, 2023

Outage-Watch: Early Prediction of Outages using Extreme Event Regularizer

Foundations of Software Engineering (ESEC/FSE)

Shubham Agarwal, Sarthak Chakraborty, Shaddy Garg, Sumit Bisht, Chahat Jain, Ashritha Gonuguntla, Shiv Saini
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Systems & Languages

Publication date: December 5, 2023

One-step Diffusion with Distribution Matching Distillation

arxiv

Tianwei Yin, Michaël Gharbi, Richard Zhang, Eli Shechtman, Frédo Durand, William T. Freeman, Taesung Park
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 4, 2023

A Review of Datasets for Aspect-based Sentiment Analysis

IJCNLP-AACL 2023

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: November 1, 2023

TaleStream: Supporting Story Ideation with Trope Knowledge

UIST 2023

Jean-Peïc Chou, Maneesh Agrawala, Alexa F Siu, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: October 29, 2023

Automated Conversion of Music Videos into Lyric Videos

UIST 2023

Jiaju Ma, Anyi Rao, Li-Yi Wei, Rubaiat Habib, Hijung Valentina Shin, Maneesh Agrawala
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 21, 2023

Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM)

Harshita Chopra, Atanu R Sinha, Sunav Choudhary, Ryan A. Rossi, Paavan Kumar Indela, Veda Pranav Parwatala, Srinjayee Paul, Aurghya Maiti
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: October 21, 2023

The Role of Unattributed Behavior Logs in Predictive User Segmentation

ACM International Conference on Information and Knowledge Management (CIKM)

Atanu R Sinha, Harshita Chopra, Aurghya Maiti, Atishay Ganesh, Sarthak Kapoor, Saili Myana, Saurabh Mahapatra
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: October 18, 2023

How Small Businesses Transform PDF Agreements into Action

CSCW 2023 Posters

Jianna So, Nedim Lipka, Alexa F Siu, Ryan A. Rossi, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Natural Language Processing

Publication date: October 6, 2023

Moment Detection in Long Tutorial Videos

ICCV 2023

Ioana Croitoru, Simion-Vlad Bogolin, Samuel Albanie, Yang Liu, Zhaowen Wang, David Seunghyun Yoon, Franck Dernoncourt, Hailin Jin, Trung Bui
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: October 6, 2023

Learning Navigational Visual Representations with Semantic Map Supervision

ICCV 2023

Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt, Trung Bui, Stephen Gould, Hao Tan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 5, 2023

Ablating Concepts in Text-to-Image Diffusion Models

International Conference on Computer Vision (ICCV'23)

Nupur Kumari, Bingliang Zhang, Sheng-Yu Wang, Eli Shechtman, Richard Zhang, Jun-Yan Zhu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 4, 2023

Pix2Video: Video Editing using Image Diffusion

International Conference on Computer Vision (ICCV)

Duygu Ceylan, Chun-Hao Paul Huang, Niloy J. Mitra
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 4, 2023

Perceptual Artifacts Localization for Image Synthesis Tasks

International Conference on Computer Vision (ICCV'23)

Lingzhi Zhang, Zhengjie Xu, Connelly Barnes, Yuqian Zhou, Qing Liu, He Zhang, Zhe Lin, Sohrab Amirghodsi, Eli Shechtman, Jianbo Shi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 2, 2023

A-STAR: Test-time Attention Segregation and Retention for Text-to-image Synthesis

International Conference on Computer Vision (ICCV)

Aishwarya Agarwal, Srikrishna Karanam, Joseph K J, Apoorv Saxena, Koustava Goswami, Balaji Vasan Srinivasan
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 22, 2023

Flow: Per-instance Personalized Federated Learning

Advances in Neural Information Processing Systems 36 (NeurIPS)

Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: September 14, 2023

ESRO: Experience Assisted Service Reliability against Outages

Automated Software Engineering (ASE)

Sarthak Chakraborty, Shubham Agarwal, Shaddy Garg, Abhimanyu Sethia, Udit Narayan Pandey, Videh Aggarwal, Shiv Saini
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Systems & Languages

Publication date: August 24, 2023

Efficient Spoken Language Recognition Via Multilabel Classification

Interspeech 2023

Oriol Nieto, Zeyu Jin, Franck Dernoncourt, Justin Salamon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: August 24, 2023

Boosting Punctuation Restoration with Data Generation and Reinforcement Learning

Interspeech 2023

Viet Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Hung Tran, David Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing
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