Publications

Publication date: October 23, 2022

Contrastive Learning for Diverse Disentangled Foreground Generation

European Conference on Computer Vision (ECCV'22)

Yuheng Li, Yijun Li, Jingwan (Cynthia) Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 23, 2022

Third Time’s the Charm? Image and Video Editing with StyleGAN3

AIM: Advances in Image Manipulation workshop and challenges at ECCV'22

Yuval Alaluf, Or Patashnik, Zongze Wu, Asif Zamir, Eli Shechtman, Dani Lischinski, Daniel Cohen-Or
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 23, 2022

Paint2Pix: Interactive Painting based Progressive Image Synthesis and Editing

ECCV 2022

Jaskirat Singh, Liang Zheng, Cameron Smith, Jose Echevarria
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: October 23, 2022

Intelli-Paint: Towards Developing More Human-Intelligible Painting Agents

ECCV 2022

Jaskirat Singh, Cameron Smith, Jose Echevarria, Liang Zheng
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: October 23, 2022

3D-FM GAN: Towards 3D-Controllable Face Manipulation

European Conference on Computer Vision (ECCV)

Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Richard Zhang, Sun-Yuan Kung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 23, 2022

RepMix: Representation Mixing for Robust Attribution of Synthesized Images

European Conference on Computer Vision (ECCV)

Tu Bui, Ning Yu, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: October 23, 2022

CoGS: Controllable Generation and Search from Sketch and Style

European Conference on Computer Vision (ECCV)

Cusuh Ham, Gemma Canet Tarres, Tu Bui, James Hays, Zhe Lin, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 23, 2022

StyleBabel: Artistic Style Tagging and Captioning

European Conference on Computer Vision (ECCV)

Dan Ruta, Andrew Gilbert, Pranav Aggarwal, Naveen Marri, Ajinkya Kale, Jo Briggs, Chris Speed, Hailin Jin, Baldo Faieta, Alex Filipkowski, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 23, 2022

One-Trimap Video Matting

ECCV 2022

Hongje Seong, Seoung Wug Oh, Brian Price, Euntai Kim, Joon-Young Lee
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 23, 2022

End-to-end Document Recognition and Understanding with Dessurt

TiE: Text in Everything (ECCV 2022 Workshop)

Brian Davis, Bryan Morse, Chris Tensmeyer, Brian Price, Curtis Wigington, Vlad Morariu
  • Adobe Research icon Document Intelligence

Publication date: October 22, 2022

HyperNST: Hyper-Networks for Neural Style Transfer

European Conference on Computer Vision Workshop (ECCVW) on Vision and Art (VISART)

Dan Ruta, Andrew Gilbert, Saeid Motiian, Baldo Faeita, Zhe Lin, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 18, 2022

Comparison Conundrum and the Chamber of Visualizations: An Exploration of How Language Influences Visual Design

IEEE VIS 2022

Aimen Gaba, Vidya Setlur, Arjun Srinivasan, Jane Hoffswell, Cindy Xiong
  • Adobe Research icon Human Computer Interaction

Publication date: October 18, 2022

Let’s Get Personal: Exploring the Design of Personalized Visualizations

IEEE VIS 2022 (short paper)

Beleicia Bullock, Shunan Guo, Eunyee Koh, Ryan A. Rossi, Fan Du, Jane Hoffswell
  • Adobe Research icon Human Computer Interaction

Publication date: October 17, 2022

Event Extraction in Video Transcripts

COLING 2022

Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: October 17, 2022

MECI: A Multilingual Dataset for Event Causality Identification

COLING 2022

Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: October 17, 2022

Offensive Content Detection Via Synthetic Code-Switched Text

COLING 2022

Cesa Salaam, Franck Dernoncourt, Trung Bui, Danda Rawat, David Seunghyun Yoon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: October 17, 2022

Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision

COLING 2022

Khalil Mrini, Harpreet Singh, Franck Dernoncourt, David Seunghyun Yoon, Trung Bui, Walter W. Chang, Emilia Farcas, Ndapa Nakashole
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: October 17, 2022

Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval

COLING 2022

Yeon Seonwoo, David Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Alice Oh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: October 17, 2022

MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction

COLING 2022

Amir Pouran Ben Veyseh, Nicole Meister, David Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: October 17, 2022

Keyphrase Prediction from Video Transcripts: New Dataset and Directions

COLING 2022

Amir Pouran Ben Veyseh, Quan Hung Tran, David Seunghyun Yoon, Varun Manjunatha, Hanieh Deilamsalehy, Rajiv Jain, Trung Bui, Walter W. Chang, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing
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