Hyunwoo Kim | DeepAI

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Featured Co-authors

Kyunghyun Cho
218 publications
Honglak Lee
129 publications
Sungroh Yoon
92 publications
Konstantinos N. Plataniotis
58 publications
Jung-Woo Ha
58 publications
Junmo Kim
57 publications
Scott Sanner
43 publications
Gunhee Kim
41 publications
Seon Joo Kim
31 publications
Alice Oh
31 publications
Taesup Moon
31 publications

∙ 03/15/2023

VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression

In content-based video retrieval (CBVR), dealing with large-scale collec...

0 Won Jo, et al. ∙

∙ 11/04/2022

Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment

This paper proposes Mutual Information Regularized Assignment (MIRA), a ...

0 Dong Hoon Lee, et al. ∙

∙ 06/16/2022

Is Continual Learning Truly Learning Representations Continually?

Continual learning (CL) aims to learn from sequentially arriving tasks w...

62 Sungmin Cha, et al. ∙

∙ 04/01/2022

Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization

Weakly supervised object localization aims to find a target object regio...

0 Eunji Kim, et al. ∙

∙ 12/08/2021

VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation

For online video instance segmentation (VIS), fully utilizing the inform...

0 Su Ho Han, et al. ∙

∙ 09/18/2021

Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes

Empathy is a complex cognitive ability based on the reasoning of others'...

0 Hyunwoo Kim, et al. ∙

∙ 05/20/2021

KLUE: Korean Language Understanding Evaluation

We introduce Korean Language Understanding Evaluation (KLUE) benchmark. ...

20 Sungjoon Park, et al. ∙

∙ 03/22/2021

Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning

Online class-incremental continual learning (CL) studies the problem of ...

1 Zheda Mai, et al. ∙

∙ 02/15/2021

Integrated Grad-CAM: Sensitivity-Aware Visual Explanation of Deep Convolutional Networks via Integrated Gradient-Based Scoring

Visualizing the features captured by Convolutional Neural Networks (CNNs...

0 Sam Sattarzadeh, et al. ∙

∙ 02/15/2021

Ada-SISE: Adaptive Semantic Input Sampling for Efficient Explanation of Convolutional Neural Networks

Explainable AI (XAI) is an active research area to interpret a neural ne...

0 Mahesh Sudhakar, et al. ∙

∙ 01/25/2021

Online Continual Learning in Image Classification: An Empirical Survey

Online continual learning for image classification studies the problem o...

1 Zheda Mai, et al. ∙

∙ 10/24/2020

Deep neural network for solving differential equations motivated by Legendre-Galerkin approximation

Nonlinear differential equations are challenging to solve numerically an...

0 Bryce Chudomelka, et al. ∙

∙ 10/01/2020

Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation

As an emerging field in Machine Learning, Explainable AI (XAI) has been ...

0 Sam Sattarzadeh, et al. ∙

∙ 08/31/2020

Adversarial Shapley Value Experience Replay for Task-Free Continual Learning

Continual learning is a branch of deep learning that seeks to strike a b...

14 Zheda Mai, et al. ∙

∙ 07/11/2020

Batch-level Experience Replay with Review for Continual Learning

Continual learning is a branch of deep learning that seeks to strike a b...

8 Zheda Mai, et al. ∙

∙ 04/13/2020

Public Self-consciousness for Endowing Dialogue Agents with Consistent Persona

Although consistency has been a long-standing issue in dialogue agents, ...

0 Hyunwoo Kim, et al. ∙

∙ 12/26/2018

Learning Not to Learn: Training Deep Neural Networks with Biased Data

We propose a novel regularization algorithm to train deep neural network...

0 Byungju Kim, et al. ∙

∙ 11/02/2018

Abstractive Summarization of Reddit Posts with Multi-level Memory Networks

We address the problem of abstractive summarization in two directions: p...

0 Byeongchang Kim, et al. ∙

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