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Inchul Choi

3 papers hereh-index 687 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedMeta-Learned Invariant Risk Minimization

4 citations · 4 across the 1 of their papers we have counts for

collaborators

3 papers

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.CV2018

Multi-Scale Generalized Plane Match for Optical Flow

Inchul Choi, Arunava Banerjee

Despite recent advances, estimating optical flow remains a challenging problem in the presence of illumination change, large occlusions or fast movement. In this paper, we propose…

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