Publications

Publication date: January 4, 2024

Iterative Multi-Granular Image Editing Using Diffusion Models

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Joseph K J, Prateksha Udhayanan, Tripti Shukla, Aishwarya Agarwal, Srikrishna Karanam, Koustava Goswami, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: January 4, 2024

Domain Adaptive 3D Shape Retrieval From Monocular Images

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Harsh Pal, Ritwik Khandelwal, Shivam Pande, Biplab Banerjee, Srikrishna Karanam
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: January 4, 2024

Interactive Segmentation for Diverse Gesture Types Without Context

WACV 2024

Josh Myers-Dean, Yifei Fan, Brian Price, Wilson Chan, Danna Gurari
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 18, 2023

Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification

2023 IEEE International Conference on Big Data

Zhongfen Deng, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip Yu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 17, 2023

DECORAIT: DECentralized Opt-in/out Registry for AI Training

European Conference on Computer Vision in Media Production (CVMP)

Kar Balan, Alex Black, Simon Jenni, Andrew Gilbert, Andy Parsons, John Collomosse
Best paper award
  • Adobe Research icon Content Intelligence

Publication date: December 15, 2023

Authoring and simulating meandering rivers

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2023)

Axel Paris, Eric Guérin, Pauline Collon, Eric Galin
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 12, 2023

RMIP: Displacement ray tracing via inversion and oblong bounding

SIGGRAPH Asia 2023

Théo Thonat, Iliyan Georgiev, François Beaune, Tamy Boubekeur
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 10, 2023

Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback

EMNLP 2023 Demonstrations

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

Publication date: December 10, 2023

ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning

Findings of EMNLP 2023

Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 10, 2023

Perturbation Robust Metric for Multi-Lingual Image Captioning

EMNLP 2023 Findings

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: December 1, 2023

PSDR-Room: Single Photo to Scene using Differentiable Rendering

Siggraph Asia 2023

Kai Yan, Fujun Luan, Milos Hasan, Thibault Groueix, Valentin Deschaintre, Shuang Zhao
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 1, 2023

Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch

Journal on Multimedia Tools and Applications (MTAP)

Leo Ribeiro, Tu Bui, John Collomosse, Moacir Ponti
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: December 1, 2023

What to Read in a Contract? Party-Specific Summarization of Legal Obligations, Entitlements, and Prohibitions

2023 Conference on Empirical Methods in Natural Language Processing

Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger
  • Adobe Research icon Natural Language Processing

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 23, 2023

Dupo: A Mixed-Initiative Authoring Tool for Responsive Visualization

IEEE VIS 2023

Hyeok Kim, Ryan A. Rossi, Jessica Hullman, Jane Hoffswell
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Human Computer Interaction
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