Search Results for author: Keonwoo Kim

Found 5 papers, 3 papers with code

DRAFT: Dense Retrieval Augmented Few-shot Topic classifier Framework

1 code implementation5 Dec 2023 Keonwoo Kim, Younggun Lee

With the growing volume of diverse information, the demand for classifying arbitrary topics has become increasingly critical.

Classification In-Context Learning +2

MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection

1 code implementation NeurIPS 2023 Junho Song, Keonwoo Kim, Jeonglyul Oh, Sungzoon Cho

It is designed to incorporate a novel memory module that can learn the degree to which each memory item should be updated in response to the input data.

Anomaly Detection Time Series +1

Graph Similarities and Dual Approach for Sequential Text-to-Image Retrieval

no code implementations29 Sep 2021 Keonwoo Kim, Sihyeon Jo, Seong-Woo Kim

We set a video captioning as a dual learning task that reconstructs the input story from the sampled image sequence.

Graph Embedding Image Retrieval +4

KitcheNette: Predicting and Recommending Food Ingredient Pairings using Siamese Neural Networks

1 code implementation16 May 2019 Donghyeon Park, Keonwoo Kim, Yonggyu Park, Jungwoon Shin, Jaewoo Kang

As a vast number of ingredients exist in the culinary world, there are countless food ingredient pairings, but only a small number of pairings have been adopted by chefs and studied by food researchers.

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