946 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Seoul National UniversityKR77 papers
- Seoul National University of EducationKR23 papers
- Seoul National University of Science and TechnologyKR10 papers
- Sungkyunkwan UniversityKR6 papers
- The Seoul InstituteKR6 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- Stanford UniversityUS5 papers
- Chung-Ang UniversityKR4 papers
- Korea Institute for Advanced StudyKR4 papers
- Columbia UniversityUS3 papers
- Institute for Basic ScienceKR3 papers
- Korea UniversityKR3 papers
3 papers · 2 filters
SARN: Relational Reasoning through Sequential Attention
Jinwon An, Sungwon Lyu, Sungzoon Cho
This paper proposes an attention module augmented relational network called SARN(Sequential Attention Relational Network) that can carry out relational reasoning by extracting refe…
Instance-based entropy fuzzy support vector machine for imbalanced data
Poongjin Cho, Minhyuk Lee, Woojin Chang
Imbalanced classification has been a major challenge for machine learning because many standard classifiers mainly focus on balanced datasets and tend to have biased results toward…
Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA
Seongsik Park, Jaehee Jang, Seijoon Kim +1
Memory-augmented neural networks (MANNs) are designed for question-answering tasks. It is difficult to run a MANN effectively on accelerators designed for other neural networks (NN…