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Ji, Mingi
8 publications
ICML
2024
LayerMerge: Neural Network Depth Compression Through Layer Pruning and Merging
Jinuk Kim
,
Marwa El Halabi
,
Mingi Ji
,
Hyun Oh Song
AAAI
2022
BROS: A Pre-Trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents
Teakgyu Hong
,
Donghyun Kim
,
Mingi Ji
,
Wonseok Hwang
,
Daehyun Nam
,
Sungrae Park
NeurIPS
2022
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation
JoonHo Jang
,
Byeonghu Na
,
Dong Hyeok Shin
,
Mingi Ji
,
Kyungwoo Song
,
Il-chul Moon
CVPR
2021
Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation
Mingi Ji
,
Seungjae Shin
,
Seunghyun Hwang
,
Gibeom Park
,
Il-Chul Moon
AAAI
2021
Show, Attend and Distill: Knowledge Distillation via Attention-Based Feature Matching
Mingi Ji
,
Byeongho Heo
,
Sungrae Park
AAAI
2020
Sequential Recommendation with Relation-Aware Kernelized Self-Attention
Mingi Ji
,
Weonyoung Joo
,
Kyungwoo Song
,
Yoon-Yeong Kim
,
Il-Chul Moon
AAAI
2019
Adversarial Dropout for Recurrent Neural Networks
Sungrae Park
,
Kyungwoo Song
,
Mingi Ji
,
Wonsung Lee
,
Il-Chul Moon
AAAI
2019
Hierarchical Context Enabled Recurrent Neural Network for Recommendation
Kyungwoo Song
,
Mingi Ji
,
Sungrae Park
,
Il-Chul Moon