Publications

Published June 20, 2022

OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis

IEEE CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision

Sumit Shekhar, Bhanu Prakash Reddy Guda, Ashutosh Chaubey, Ishan Jindal, Avneet Jain
  • Computer Vision, Imaging & Video
  • Document Intelligence

Published June 20, 2022

APES: Articulated Part Extraction from Sprite Sheets

IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)

Zhan Xu, Matt Fisher, Yang Zhou, Deepali Aneja, Rushikesh Dudhat, Li Yi, Evangelos Kalogerakis
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published June 19, 2022

InsetGAN for Full-Body Image Generation

CVPR2022

Anna Frühstück, Krishna Kumar Singh, Eli Shechtman, Niloy J. Mitra, Peter Wonka, Jingwan (Cynthia) Lu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 19, 2022

Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera

CVPR2022

Jae Shin Yoon, Duygu Ceylan, Tuanfeng Y. Wang, Jingwan (Cynthia) Lu, Jimei Yang, Zhixin Shu, Hyun Soo Park
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 19, 2022

Inverting and Editing Real Images with Spatially Varying and Automatic Latent Selection

CVPR2022

Gaurav Parmar, Yijun Li, Jingwan (Cynthia) Lu, Richard Zhang, Jun-Yan Zhu, Krishna Kumar Singh
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 19, 2022

GLASS: Geometric Latent Augmentation for Shape Spaces

CVPR

Sanjeev Muralikrishnan, Siddhartha Chaudhuri, Noam Aigerman, Vladimir (Vova) Kim, Matt Fisher, Niloy J. Mitra
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published June 19, 2022

ARIA: Adversarially Robust Image Attribution for Content Provenance

CVPR 2022, Workshop on Media Forensics

Maksym Andriushchenko, Rebecca LI, Geoffrey Oxholm, Thomas Gittings, Tu Bui, Nicolas Flammarion, John Collomosse
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence

Published June 12, 2022

Efficient Insights Discovery through Conditional Generative Model based Query Approximation

International Conference on Management of Data (SIGMOD)

Vibhor Porwal, Subrata Mitra, Fan Du, John Anderson, Nikhil Sheoran, Anup Rao, Tung Mai, Gautam Kowshik, Sapthotharan Nair, Sameeksha Arora, Saurabh Mahapatra
  • AI & Machine Learning
  • Data Intelligence
  • Systems & Languages

Published May 27, 2022

Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text

Findings of ACL 2022

Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published May 27, 2022

Document-Level Event Argument Extraction via Optimal Transport

Findings of ACL 2022

Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published May 22, 2022

How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image

ACL 2022 Workshop on CONSTRAINT

Hyewon Choi, Yejun Yoon, David Seunghyun Yoon, Kunwoo Park
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published May 22, 2022

Controllable Speech Representation Learning Via Voice Conversion and AIC Loss

ICASSP 2022

Yunyun Wang, Jiaqi Su, Adam Finkelstein, Zeyu Jin
  • AI & Machine Learning
  • Audio

Published May 22, 2022

SQAPP: No-Reference Speech Quality Assessment Via Pairwise Preference

ICASSP 2022

Pranay Manocha, Zeyu Jin, Adam Finkelstein
  • AI & Machine Learning
  • Audio

Published May 22, 2022

Music Enhancement via Image Translation and Vocoding

ICASSP 2022

Nikhil Kandpal, Oriol Nieto, Zeyu Jin
  • AI & Machine Learning
  • Audio

Published May 8, 2022

Music Enhancement via Image Translation and Vocoding

International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Nikhil Kandpal, Oriol Nieto, Zeyu Jin
  • AI & Machine Learning
  • Audio
  • Conferences,

Published May 2, 2022

Cicero: A Declarative Grammar for Responsive Visualization

ACM Human Factors in Computing Systems (CHI)

Hyeok Kim, Ryan A. Rossi, Fan Du, Eunyee Koh, Shunan Guo, Jessica Hullman, Jane Hoffswell
  • Human Computer Interaction
  • Systems & Languages

Published April 30, 2022

A Layered Authoring Tool for Creating Stylized 3D Animations

CHI 2022

Jiaju Ma, Li-Yi Wei, Rubaiat Habib
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published April 30, 2022

Harmonized Banner Creation from Multimodal Design Assets

ACM CHI Conference on Human Factors in Computing Systems (Late Breaking Work)

Praneetha Vaddamanu, Vinay Aggarwal, Bhanu Prakash Reddy Guda, Balaji Vasan Srinivasan, Niyati Chhaya
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published April 30, 2022

NeurTEx: A Neural Framework for Template Extraction from Flat Images

ACM CHI Conference on Human Factors in Computing Systems (Late Breaking Work)

Vinay Aggarwal, Praneetha Vaddamanu, Bhanu Prakash Reddy Guda, Balaji Vasan Srinivasan, Niyati Chhaya, Vishwa Vinay
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published April 26, 2022

UserNLP’22: 2022 International Workshop on User-centered Natural Language Processing

WWW 2022

Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing
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