Angelos Katharopoulos
Publications by Year
Research Areas
Topic Modeling, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Multimodal Machine Learning Applications, Natural Language Processing Techniques
Most-Cited Works
- → Transformers are RNNs: Fast Autoregressive Transformers with Linear\n Attention(2020)338 cited
- → Not All Samples Are Created Equal: Deep Learning with Importance\n Sampling(2018)107 cited
- → Biased Importance Sampling for Deep Neural Network Training(2017)48 cited
- → Processing Megapixel Images with Deep Attention-Sampling Models(2019)22 cited
- → Fast Transformers with Clustered Attention(2020)7 cited
- → Masked Autoencoding Does Not Help Natural Language Supervision at Scale(2023)6 cited
- → Fast Supervised LDA for Discovering Micro-Events in Large-Scale Video Datasets(2016)5 cited
- → Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks(2021)4 cited