Publications

Published October 26, 2022

Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation

European Conference on Computer Vision (ECCV'22)

Lingzhi Zhang, Connelly Barnes, Kevin Wampler, Sohrab Amirghodsi, Eli Shechtman, Zhe Lin, Jianbo Shi
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

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 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

Published 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
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published 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
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published October 14, 2022

MONOPOLY: Financial Prediction from MONetary POLicY Conference Videos Using Multimodal Cues

ACM Multimedia 2022

Puneet Mathur, Atula Tejaswi Neerkaje, Malika Chhibber, Ramit Sawhney, Fu-Ming Guo, Franck Dernoncourt, Sanghamitra Dutta, Dinesh Manocha
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Natural Language Processing

Published October 10, 2022

Show Me What I Like: Detecting User-Specific Video Highlights Using Content-Based Multi-Head Attention

ACM International Conference on Multimedia

Uttaran Bhattacharya, Gang Wu, Stefano Petrangeli, Vishy Swaminathan, Dinesh Manocha
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
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