Search Results for author: Anshul Nasery

Found 5 papers, 4 papers with code

Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time

1 code implementation NeurIPS 2021 Anshul Nasery, Soumyadeep Thakur, Vihari Piratla, Abir De, Sunita Sarawagi

In several real world applications, machine learning models are deployed to make predictions on data whose distribution changes gradually along time, leading to a drift between the train and test distributions.

Teaching CNNs to mimic Human Visual Cognitive Process & regularise Texture-Shape bias

1 code implementation25 Jun 2020 Satyam Mohla, Anshul Nasery, Biplab Banerjee

Recent experiments in computer vision demonstrate texture bias as the primary reason for supreme results in models employing Convolutional Neural Networks (CNNs), conflicting with early works claiming that these networks identify objects using shape.

Object Recognition

Cannot find the paper you are looking for? You can Submit a new open access paper.