Adobe Research » Publications

Published October 26, 2022

Beyond Subtitles: Captioning and Visualizing Non-speech Sounds to Improve Accessibility of User-Generated Videos

ASSETS 2022

Oliver Alonzo, Hijung Valentina Shin, Dingzeyu Li

AI & Machine Learning
Audio
Graphics (2D & 3D)
Human Computer Interaction

Published October 25, 2022

ChunkyGAN Real Image Inversion via Segments

European Conference on Computer Vision (ECCV'22)

Adela Subrtova, David Futschik, Jan Cech, Michal Lukáč, Eli Shechtman, Daniel Sykora

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Published October 24, 2022

Controllable Shadow Generation Using Pixel Height Maps

European Conference on Computer Vision (ECCV'22)

Yichen Sheng, Yifan Liu, Jianming Zhang, Wei Yin, A. Cengiz Oztireli, He Zhang, Zhe Lin, Eli Shechtman, Bedrich Benes

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Published October 23, 2022

CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training

European Conference on Computer Vision (ECCV'22)

Haitian Zheng, Zhe Lin, Jingwan (Cynthia) Lu, Scott Cohen, Eli Shechtman, Connelly Barnes, Jianming Zhang, Ning Xu, Sohrab Amirghodsi, Jiebo Luo

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Published 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

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Published 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

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Published October 23, 2022

Paint2Pix: Interactive Painting based Progressive Image Synthesis and Editing

ECCV 2022

Jaskirat Singh, Liang Zheng, Cameron Smith, Jose Echevarria

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)
Intelligent Agents & Assistants

Published October 23, 2022

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

ECCV 2022

Jaskirat Singh, Cameron Smith, Jose Echevarria, Liang Zheng

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)
Intelligent Agents & Assistants

Published 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

AI & Machine Learning
Computer Vision, Imaging & Video

Published October 23, 2022

RepMix: Representation Mixing for Robust Attribution of Synthesized Images

European Conference on Computer Vision (ECCV)

Tu Bui, Ning Yu, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Published 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

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Published 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

AI & Machine Learning
Computer Vision, Imaging & Video

Published 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

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Published October 18, 2022

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

IEEE Transactions on Visualization and Computer Graphics (VIS)

Aimen Gaba, Vidya Setlur, Arjun Srinivasan, Jane Hoffswell, Cindy Xiong

Human Computer Interaction

Published October 18, 2022

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

IEEE Visualization Conference (VIS)

Beleicia Bullock, Shunan Guo, Eunyee Koh, Ryan A. Rossi, Fan Du, Jane Hoffswell

Human Computer Interaction

Published 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

AI & Machine Learning
Document Intelligence
Natural Language Processing

Published 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

AI & Machine Learning
Document Intelligence
Natural Language Processing

Published October 17, 2022

Offensive Content Detection Via Synthetic Code-Switched Text

COLING 2022

Cesa Salaam, Franck Dernoncourt, Trung Bui, Danda Rawat, David Seunghyun Yoon

AI & Machine Learning
Document Intelligence
Natural Language Processing

Published 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

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Published 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

AI & Machine Learning
Document Intelligence
Natural Language Processing

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