Levent Sagun

ConViT: improving vision transformers with soft convolutional inductive biases*

Stéphane d’Ascoli, Hugo Touvron, Matthew L. Leavitt et al. · Journal of Statistical Mechanics Theory and Experiment · 2022 · 716 citations · Full text

Computing, Computer Science, Computer Vision +11

SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine

Matthew Dunn, Levent Sagun, Mike Higgins et al. · arXiv (Cornell University) · 2017 · 385 citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Entropy-SGD: biasing gradient descent into wide valleys*

Pratik Chaudhari, Anna Choromanska, Stefano Soatto et al. · Journal of Statistical Mechanics Theory and Experiment · 2019 · 288 citations

Computing, Computer Science, Computer Vision +16

Empirical Analysis of the Hessian of Over-Parametrized Neural Networks

Levent Sagun, Utku Evci, V. Uğur Güney et al. · arXiv (Cornell University) · 2017 · 169 citations · Full text

Computing, Computer Science, Feature Engineering +13

Scaling description of generalization with number of parameters in deep learning

Mario Geiger, Arthur Paul Jacot, Stefano Spigler et al. · Journal of Statistical Mechanics Theory and Experiment · 2020 · 169 citations · Full text

Computing, Mathematics, Machine Learning +10