Anuja Vats

From labels to priors in capsule endoscopy: a prior guided approach for improving generalization with few labels

A. Mohammed, Marius Pedersen, Anuja Vats, 2022, Scientific Reports.

Multichannel Residual Cues for Fine-Grained Classification in Wireless Capsule Endoscopy

A. Mohammed, Marius Pedersen, Anuja Vats, 2022, IEEE Access.

Learning More for Free - A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy

Marius Pedersen, Øistein Hovde, Anuja Vats, 2021, MICCAI.

This Changes to That : Combining Causal and Non-Causal Explanations to Generate Disease Progression in Capsule Endoscopy

A. Mohammed, Marius Pedersen, N. Wiratunga, 2022, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

An Improved Driver Assistance System for Detection of Lane Departure Under Urban and Highway Driving Conditions

Binoy B. Nair, Anuja Vats, B. Nair, 2018, Communications in Computer and Information Science.

Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images

A. Mohammed, Marius Pedersen, Ø. Hovde, 2023, Scientific reports.

A Preliminary Analysis of Self-Supervision for Wireless Capsule Endoscopy

Marius Pedersen, Anuja Vats, Ahmed Mohammed, 2021, 2021 9th European Workshop on Visual Information Processing (EUVIP).

Concept-based reasoning in medical imaging

A. Mohammed, Marius Pedersen, Anuja Vats, 2023, International Journal of Computer Assisted Radiology and Surgery.

Terrain-Informed Self-Supervised Learning: Enhancing Building Footprint Extraction From LiDAR Data With Limited Annotations

Anuja Vats, D. Fantin, David Völgyes, 2023, IEEE Transactions on Geoscience and Remote Sensing.

Uncertainty-Aware Regularization for Image-to-Image Translation

I. Farup, Anuja Vats, Kiran B. Raja, 2024, 2412.01705.