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)