Devansh Arpit

Publications by Year

Research Areas

Domain Adaptation and Few-Shot Learning, Neural Networks and Applications, Advanced Neural Network Applications, Stochastic Gradient Optimization Techniques, Adversarial Robustness in Machine Learning

Most-Cited Works

• A closer look at memorization in deep networks(2017)
• → Three Factors Influencing Minima in SGD(2017)248 cited
• → On the Spectral Bias of Neural Networks(2018)164 cited
• → Normalization Propagation: A Parametric Technique for Removing Internal Covariate Shift in Deep Networks(2016)86 cited
• Deep Nets Don't Learn via Memorization(2017)
• A Walk with SGD.(2018)
• → Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization(2021)47 cited
• On the Spectral Bias of Deep Neural Networks(2018)
• Residual Connections Encourage Iterative Inference(2017)