Publications

Published October 23, 2022

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

ECCV2022

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

ECCV2022

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 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, 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 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 September 22, 2022

DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis

Interspeech 2022

Puneet Mathur, Franck Dernoncourt, Quan Hung Tran, Jiuxiang Gu, Ani Nenkova, Vlad Morariu, Rajiv Jain, Dinesh Manocha
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published September 18, 2022

Audio Similarity is Unreliable as a Proxy for Audio Quality

Interspeech 2022

Pranay Manocha, Zeyu Jin, Adam Finkelstein
  • Audio

Published September 5, 2022

Meta-learning for Adaptive Filters with Higher-order Frequency Dependencies

IEEE International Workshop on Acoustic Signal Enhancement

Junkai Wu, Jonah Casebeer, Nicholas J. Bryan, Paris Smaragdis
  • AI & Machine Learning
  • Audio

Published September 1, 2022

Style Transfer of Audio Effects with Differentiable Signal Processing

Journal of the Audio Engineering Society

Christian Steinmetz, Nicholas J. Bryan, Joshua Reiss
  • AI & Machine Learning
  • Audio

Published August 8, 2022

Neural Jacobian Fields: Learning Intrinsic Mappings of Arbitrary Meshes

SIGGRAPH

Noam Aigerman, Kunal Gupta, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Jun Saito, Thibault Groueix
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published August 8, 2022

MatFormer: A Generative Model for Procedural Materials

ACM Transactions on Graphics (Proc. SIGGRAPH 2022)

Paul Guerrero, Miloš Hašan, Kalyan Sunkavalli, Radomír Měch, Tamy Boubekeur, Niloy J. Mitra
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published August 8, 2022

Moving Level-of-Detail Surfaces

ACM Transactions on Graphics (Proc. SIGGRAPH 2022)

Corentin Mercier, Thibault Lescoat, Pierre Roussillon, Tamy Boubekeur, Jean Thiery
  • Graphics (2D & 3D)

Published August 7, 2022

Clustered Vector Textures

SIGGRAPH 2022

Peihan Tu, Li-Yi Wei, Matthias Zwicker
  • Graphics (2D & 3D)

Published August 1, 2022

Node Graph Optimization Using Differentiable Proxies

Siggraph

Yiwei Hu, Paul Guerrero, Miloš Hašan, Holly Rushmeier, Valentin Deschaintre
  • AI & Machine Learning
  • Graphics (2D & 3D)
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