Surbhi Mittal

According to our database, Surbhi Mittal authored at least 14 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Low-Quality Deepfake Detection via Unseen Artifacts.

Saheb Chhabra, Kartik Thakral, Surbhi Mittal, Mayank Vatsa, Richa Singh

IEEE Trans. Artif. Intell., April, 2024

On responsible machine learning datasets emphasizing fairness, privacy and regulatory norms with examples in biometrics and healthcare.

Surbhi Mittal, Kartik Thakral, Richa Singh, Mayank Vatsa, Tamar Glaser, Cristian Canton-Ferrer, Tal Hassner

Nat. Mac. Intell., 2024

Navigating Text-to-Image Generative Bias Across Indic Languages.

Surbhi Mittal, Arnav Sudan, Mayank Vatsa, Richa Singh, Tamar Glaser, Tal Hassner

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms.

Surbhi Mittal, Kartik Thakral, Richa Singh, Mayank Vatsa, Tamar Glaser, Cristian Canton-Ferrer, Tal Hassner

CoRR, 2023

Self-Supervised Continual Learning.

Kartik Thakral, Surbhi Mittal, Utkarsh Uppal, Bharat Giddwani, Mayank Vatsa, Richa Singh

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

PhygitalNet: Unified Face Presentation Attack Detection via One-Class Isolation Learning.

Kartik Thakral, Surbhi Mittal, Mayank Vatsa, Richa Singh

Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

Are Face Detection Models Biased?

Surbhi Mittal, Kartik Thakral, Puspita Majumdar, Mayank Vatsa, Richa Singh

Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

DF-Platter: Multi-Face Heterogeneous Deepfake Dataset.

Kartik Narayan, Harsh Agarwal, Kartik Thakral, Surbhi Mittal, Mayank Vatsa, Richa Singh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Multi-task driven explainable diagnosis of COVID-19 using chest X-ray images.

Aakarsh Malhotra, Surbhi Mittal, Puspita Majumdar, Saheb Chhabra, Kartik Thakral, Mayank Vatsa, Richa Singh, Santanu Chaudhury, Ashwin Pudrod, Anjali Agrawal

Pattern Recognit., 2022

DeePhy: On Deepfake Phylogeny.

Kartik Narayan, Harsh Agarwal, Kartik Thakral, Surbhi Mittal, Mayank Vatsa, Richa Singh

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

DeSI: Deepfake Source Identifier for Social Media.

Kartik Narayan, Harsh Agarwal, Surbhi Mittal, Kartik Thakral, Suman Kundu, Mayank Vatsa, Richa Singh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Anatomizing Bias in Facial Analysis.

Richa Singh, Puspita Majumdar, Surbhi Mittal, Mayank Vatsa

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Unravelling the Effect of Image Distortions for Biased Prediction of Pre-trained Face Recognition Models.

Puspita Majumdar, Surbhi Mittal, Richa Singh, Mayank Vatsa

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

AECNet: Attentive EfficientNet For Crowd Counting.

Muskan Dosi, Kartik Thakral, Surbhi Mittal, Mayank Vatsa, Richa Singh

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021