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cs.CV2024
Domain penalisation for improved Out-of-Distribution Generalisation
Shuvam Jena, Sushmetha Sumathi Rajendran, Karthik Seemakurthy +3
In the field of object detection, domain generalisation (DG) aims to ensure robust performance across diverse and unseen target domains by learning the robust domain-invariant feat…
cs.CV2024
Autoencoder based approach for the mitigation of spurious correlations
Srinitish Srinivasan, Karthik Seemakurthy
Deep neural networks (DNNs) have exhibited remarkable performance across various tasks, yet their susceptibility to spurious correlations poses a significant challenge for out-of-d…