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Publication date: May 22, 2022

SQAPP: No-Reference Speech Quality Assessment Via Pairwise Preference

ICASSP 2022

Pranay Manocha, Zeyu Jin, Adam Finkelstein

AI & Machine Learning
Audio

Publication date: May 22, 2022

Don’t Separate, Learn to Remix: End-to-End Neural Remixing with Joint Optimization

IEEE International Conference on Acoustics, Speech, and Signal Processing

Haici Yang, Shivani Firodiya, Nicholas J. Bryan, Minje Kim

AI & Machine Learning
Audio

Publication date: 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,

Publication date: 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

Publication date: April 25, 2022

MaterIA: Single Image High-Resolution Material Capture in the Wild

EUROGRAPHICS 2022

Rosalie Martin, Arthur Roullier, Romain ROUFFET, Adrien Kaiser, Tamy Boubekeur

AI & Machine Learning
Graphics (2D & 3D)

Publication date: April 25, 2022

OutCast: Single Image Relighting with Cast Shadows

Computer Graphics Forum (Eurographics'2022)

David Griffiths, Tobias Ritschel, Julien Philip

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

Publication date: April 25, 2022

Towards Preserving Server-Side Privacy of On-Device Models

The Web Conference

Akanksha Atrey, Ritwik Sinha, Somdeb Sarkhel, Saayan Mitra, David Arbour, Akash Maharaj, Prashant Shenoy

AI & Machine Learning
Data Intelligence
Systems & Languages

Publication date: April 25, 2022

CGC: Contrastive Graph Clustering forCommunity Detection and Tracking

ACM Web Conference (WebConf)

Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen Ahmed, Christos Faloutsos

AI & Machine Learning
Data Intelligence

Publication date: April 15, 2022

Semantic Layout Manipulation with High-Resolution Sparse Attention

TPAMI 2022

Haitian Zheng, Zhe Lin, Jingwan (Cynthia) Lu, Scott Cohen, Jianming Zhang, Ning Xu, Jiebo Luo

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

Publication date: April 8, 2022

Enriching Unsupervised User Embedding via Medical Concepts

ACM CHIL 2022

Xiaolei Huang, Franck Dernoncourt, Mark Dredze

AI & Machine Learning
Natural Language Processing

Publication date: March 31, 2022

Sources of bias in artificial intelligence that perpetuate healthcare disparities – A global review

PLOS Digital Health

Leo Anthony Celi, Jacqueline Cellini, Marie-Laure Charpignon, Edward Christopher Dee, Franck Dernoncourt, Rene Eber, William Greig Mitchell, Lama Moukheiber, Julian Schirmer, Julia Situ, Joseph Paguio, Joel Park, Judy Gichoya Wawira, Seth Yao

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: March 28, 2022

Almost Optimal Universal Lower Bound for Learning Causal DAGs with Atomic Interventions

International Conference on Artificial Intelligence and Statistics (AISTATS)

Vibhor Porwal, Piyush Srivastava, Gaurav Sinha

AI & Machine Learning
Data Intelligence

Publication date: March 28, 2022

One-pass algorithms for map inference of nonsymmetric determinantal point processes

International Conference on Machine Learning (ICML)

Aravind Reddy, Ryan A. Rossi, Zhao Song, Anup Rao, Tung Mai, Nedim Lipka, Gang Wu, Eunyee Koh, Nesreen Ahmed

AI & Machine Learning

Publication date: March 1, 2022

Leveraging Positional Information to Automatically Emphasize Key Portions of a Text

AAAI 2022 Workshop on Scientific Document Understanding

Sebastian Gehrmann, Franck Dernoncourt

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: February 28, 2022

CAISE: Conversational Agent for Image Search and Editing

AAAI 2022

Hyounghun Kim, Doo Soon Kim, David Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: February 22, 2022

Constraint Sampling Reinforcement Learning: Incorporating Expertise For Faster Learning

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22)

Tong Mu, Georgios Theocharous, David Arbour, Emma Brunskill

AI & Machine Learning

Publication date: February 22, 2022

Entailment Relation Aware Paraphrase Generation

36th AAAI Conference on Artificial Intelligence

Abhilasha Sancheti, Rachel Rudinger, Balaji Vasan Srinivasan

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: February 22, 2022

Conditional Generative Model based Predicate-Aware Query Approximation

AAAI Conference on Artificial Intelligence

Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup Rao, Vikas Maddukuri

AI & Machine Learning
Data Intelligence
Systems & Languages

Publication date: February 15, 2022

On Generalizing Static Node Embedding to Dynamic Settings

ACM International Conference on Web Search and Data Mining

Di Jin, Sungchul Kim, Ryan A. Rossi, Danai Koutra

AI & Machine Learning

Publication date: February 7, 2022

Scheduling ML Training on Unreliable Spot Instances

Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC)

Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik

AI & Machine Learning
Systems & Languages

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