Sukmin Yun

24 papers A* 11Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
GMAIL: Generative Modality Alignment for generated Image Learning.
CoRR
Shentong Mo, Sukmin Yun
2026 J jnl
LVRPO: Language-Visual Alignment with GRPO for Multimodal Understanding and Generation.
CoRR
Shentong Mo, Sukmin Yun
2025 A* conf
GMAIL: Generative Modality Alignment for generated Image Learning.
ICML
Shentong Mo, Sukmin Yun
2025 A* conf
PPT: Patch Order Do Matters In Time Series Pretext Task.
ICLR
Jaeho Kim, Kwangryeol Park, Sukmin Yun, Seulki Lee
2024 J jnl
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture.
CoRR
Shentong Mo, Sukmin Yun
2024 A* conf
Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs.
ICLR
Woomin Song, Seunghyuk Oh, Sangwoo Mo, Jaehyung Kim, Sukmin Yun, Jung-Woo Ha, Jinwoo Shin
2024 J jnl
Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs.
CoRR
Woomin Song, Seunghyuk Oh, Sangwoo Mo, Jaehyung Kim, Sukmin Yun, Jung-Woo Ha, Jinwoo Shin
2024 J jnl
Tabular Transfer Learning via Prompting LLMs.
CoRR
Jaehyun Nam, Woomin Song, Seong Hyeon Park, Jihoon Tack, Sukmin Yun, Jaehyung Kim, Kyu Hwan Oh, Jinwoo Shin
2024 A* conf
TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation.
NeurIPS
Seong Hyeon Park, Huiwon Jang, Byungwoo Jeon, Sukmin Yun, Paul Hongsuck Seo, Jinwoo Shin
2024 A* conf
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs.
NeurIPS
Sukmin Yun, Haokun Lin, Rusiru Thushara, Mohammad Qazim Bhat, Yongxin Wang, Zutao Jiang, Mingkai Deng, Jinhong Wang, Tianhua Tao, Junbo Li, Haonan Li, Preslav Nakov, Timothy Baldwin, Zhengzhong Liu, Eric P. Xing, Xiaodan Liang, Zhiqiang Shen
2024 J jnl
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs.
CoRR
Sukmin Yun, Haokun Lin, Rusiru Thushara, Mohammad Qazim Bhat, Yongxin Wang, Zutao Jiang, Mingkai Deng, Jinhong Wang, Tianhua Tao, Junbo Li, Haonan Li, Preslav Nakov, Timothy Baldwin, Zhengzhong Liu, Eric P. Xing, Xiaodan Liang, Zhiqiang Shen
2023 A* conf
IFSeg: Image-free Semantic Segmentation via Vision-Language Model.
CVPR
Sukmin Yun, Seong Hyeon Park, Paul Hongsuck Seo, Jinwoo Shin
2023 J jnl
IFSeg: Image-free Semantic Segmentation via Vision-Language Model.
CoRR
Sukmin Yun, Seong Hyeon Park, Paul Hongsuck Seo, Jinwoo Shin
2022 — conf
OpenCoS: Contrastive Semi-supervised Learning for Handling Open-Set Unlabeled Data.
ECCV Workshops (2)
Jongjin Park, Sukmin Yun, Jongheon Jeong, Jinwoo Shin
2022 A* conf
Patch-level Representation Learning for Self-supervised Vision Transformers.
CVPR
Sukmin Yun, Hankook Lee, Jaehyung Kim, Jinwoo Shin
2022 J jnl
Patch-level Representation Learning for Self-supervised Vision Transformers.
CoRR
Sukmin Yun, Hankook Lee, Jaehyung Kim, Jinwoo Shin
2022 A* conf
TSPipe: Learn from Teacher Faster with Pipelines.
ICML
Hwijoon Lim, Yechan Kim, Sukmin Yun, Jinwoo Shin, Dongsu Han
2022 A* conf
Time Is MattEr: Temporal Self-supervision for Video Transformers.
ICML
Sukmin Yun, Jaehyung Kim, Dongyoon Han, Hwanjun Song, Jung-Woo Ha, Jinwoo Shin
2022 J jnl
Time Is MattEr: Temporal Self-supervision for Video Transformers.
CoRR
Sukmin Yun, Jaehyung Kim, Dongyoon Han, Hwanjun Song, Jung-Woo Ha, Jinwoo Shin
2021 J jnl
OpenCoS: Contrastive Semi-supervised Learning for Handling Open-set Unlabeled Data.
CoRR
Jongjin Park, Sukmin Yun, Jongheon Jeong, Jinwoo Shin
2020 A* conf
Regularizing Class-Wise Predictions via Self-Knowledge Distillation.
CVPR
Sukmin Yun, Jongjin Park, Kimin Lee, Jinwoo Shin
2020 J jnl
Regularizing Class-wise Predictions via Self-knowledge Distillation.
CoRR
Sukmin Yun, Jongjin Park, Kimin Lee, Jinwoo Shin
2019 A* conf
Robust Inference via Generative Classifiers for Handling Noisy Labels.
ICML
Kimin Lee, Sukmin Yun, Kibok Lee, Honglak Lee, Bo Li, Jinwoo Shin
2019 J jnl
Robust Inference via Generative Classifiers for Handling Noisy Labels.
CoRR
Kimin Lee, Sukmin Yun, Kibok Lee, Honglak Lee, Bo Li, Jinwoo Shin