7 citations · 12 across the 4 of their papers we have counts for
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cs.LG2024
Attention-based Iterative Decomposition for Tensor Product Representation
Taewon Park, Inchul Choi, Minho Lee
In recent research, Tensor Product Representation (TPR) is applied for the systematic generalization task of deep neural networks by learning the compositional structure of data. H…
cs.LG2021★ 4 cited
Meta-Learned Invariant Risk Minimization
Jun-Hyun Bae, Inchul Choi, Minho Lee
Empirical Risk Minimization (ERM) based machine learning algorithms have suffered from weak generalization performance on data obtained from out-of-distribution (OOD). To address t…
cs.LG2020★ 7 cited
Distributed Associative Memory Network with Memory Refreshing Loss
Taewon Park, Inchul Choi, Minho Lee
Despite recent progress in memory augmented neural network (MANN) research, associative memory networks with a single external memory still show limited performance on complex rela…