Publications

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

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

Published October 5, 2022

StylePortraitVideo: Editing Portrait Videos using StyleGAN

Pacific Graphics 2022

Kwanggyoon Seo, Seoung Wug Oh, Joon-Young Lee, Jingwan (Cynthia) Lu, Seonghyeon Kim, Junyong Noh
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 2, 2022

ViSRE: A Unified Visual Analysis Dashboard for Proactive Cloud Outage Management

IEEE Working Conference on Software Visualization (VISSOFT)

Paula Kayongo, Jane Hoffswell, Shiv Saini, Shaddy Garg, Eunyee Koh, Haoliang Wang, Tom Jacobs
  • Human Computer Interaction
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