Imanol Schlag
ETH Zurich(CH)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Neural Networks and Applications, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Solving Quantitative Reasoning Problems with Language Models(2022)281 cited
- → Ancient Roman Coin Recognition in the Wild Using Deep Learning Based Recognition of Artistically Depicted Face Profiles(2017)39 cited
- → Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving(2019)37 cited
- → Learning to Reason with Third-Order Tensor Products(2018)29 cited
- → Block-Recurrent Transformers(2022)27 cited
- → Linear Transformers Are Secretly Fast Weight Programmers(2021)24 cited
- → A Modern Self-Referential Weight Matrix That Learns to Modify Itself(2022)15 cited
- Linear Transformers Are Secretly Fast Weight Memory Systems(2021)
- → Mindstorms in Natural Language-Based Societies of Mind(2023)14 cited
- → Going Beyond Linear Transformers with Recurrent Fast Weight Programmers(2021)13 cited