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Jay Heo

2 papers hereh-index 3136 citations5 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedCost-effective Interactive Attention Learning with Neural Attention Processes

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

collaborators

2 papers

cs.LG2020★ 4 cited

Cost-effective Interactive Attention Learning with Neural Attention Processes

Jay Heo, Junhyeon Park, Hyewon Jeong +4

We propose a novel interactive learning framework which we refer to as Interactive Attention Learning (IAL), in which the human supervisors interactively manipulate the allocated a…

stat.ML2018

Uncertainty-Aware Attention for Reliable Interpretation and Prediction

Jay Heo, Hae Beom Lee, Saehoon Kim +4

Attention mechanism is effective in both focusing the deep learning models on relevant features and interpreting them. However, attentions may be unreliable since the networks that…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.