Utku Evci
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Machine Learning and Data Classification, Stochastic Gradient Optimization Techniques, Multimodal Machine Learning Applications
Most-Cited Works
- → Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few\n Examples(2019)282 cited
- → Empirical Analysis of the Hessian of Over-Parametrized Neural Networks(2017)168 cited
- → Rigging the Lottery: Making All Tickets Winners(2019)120 cited
- → Scaling Vision Transformers to 22 Billion Parameters(2023)118 cited
- → Natural Language Understanding with the Quora Question Pairs Dataset(2019)57 cited
- → Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win(2022)36 cited
- → The Difficulty of Training Sparse Neural Networks(2019)32 cited