Search Results for author: Urwa Muaz

Found 3 papers, 1 papers with code

SIDGAN: High-Resolution Dubbed Video Generation via Shift-Invariant Learning

no code implementations ICCV 2023 Urwa Muaz, WonDong Jang, Rohun Tripathi, Santhosh Mani, Wenbin Ouyang, Ravi Teja Gadde, Baris Gecer, Sergio Elizondo, Reza Madad, Naveen Nair

Dubbed video generation aims to accurately synchronize mouth movements of a given facial video with driving audio while preserving identity and scene-specific visual dynamics, such as head pose and lighting.

Image Generation Video Generation +1

Transfer Learning from an Auxiliary Discriminative Task for Unsupervised Anomaly Detection

no code implementations5 Dec 2019 Urwa Muaz, Stanislav Sobolevsky

We propose use of an auxiliary classification task to extract features from unlabelled data by supervised learning, which can be used for unsupervised anomaly detection.

Feature Engineering General Classification +2

Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function

2 code implementations ACL 2019 Yusu Qian, Urwa Muaz, Ben Zhang, Jae Won Hyun

Finally, we introduce a combination of data augmentation and our approach, and show that it outperforms existing strategies in all bias evaluation metrics.

Data Augmentation Text Generation

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