Sukmin Yun

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Temporally Consistent

Unlabeled Training Data

Semantic Segmentation

Top Venues

Publications

Woomin Song, Seunghyuk Oh, Sangwoo Mo, Jaehyung Kim, Sukmin Yun, Jung-Woo Ha, Jinwoo Shin
Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs. ICLR (2024)
Shentong Mo, Sukmin Yun
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture. CoRR (2024)
Woomin Song, Seunghyuk Oh, Sangwoo Mo, Jaehyung Kim, Sukmin Yun, Jung-Woo Ha, Jinwoo Shin
Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs. CoRR (2024)
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
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs. CoRR (2024)
Sukmin Yun, Seong Hyeon Park, Paul Hongsuck Seo, Jinwoo Shin
IFSeg: Image-free Semantic Segmentation via Vision-Language Model. CVPR (2023)
Sukmin Yun, Seong Hyeon Park, Paul Hongsuck Seo, Jinwoo Shin
IFSeg: Image-free Semantic Segmentation via Vision-Language Model. CoRR (2023)
Hwijoon Lim, Yechan Kim, Sukmin Yun, Jinwoo Shin, Dongsu Han
TSPipe: Learn from Teacher Faster with Pipelines. ICML (2022)
Sukmin Yun, Hankook Lee, Jaehyung Kim, Jinwoo Shin
Patch-level Representation Learning for Self-supervised Vision Transformers. CVPR (2022)
Sukmin Yun, Hankook Lee, Jaehyung Kim, Jinwoo Shin
Patch-level Representation Learning for Self-supervised Vision Transformers. CoRR (2022)
Sukmin Yun, Jaehyung Kim, Dongyoon Han, Hwanjun Song, Jung-Woo Ha, Jinwoo Shin
Time Is MattEr: Temporal Self-supervision for Video Transformers. CoRR (2022)
Jongjin Park, Sukmin Yun, Jongheon Jeong, Jinwoo Shin
OpenCoS: Contrastive Semi-supervised Learning for Handling Open-Set Unlabeled Data. ECCV Workshops (2) (2022)
Sukmin Yun, Jaehyung Kim, Dongyoon Han, Hwanjun Song, Jung-Woo Ha, Jinwoo Shin
Time Is MattEr: Temporal Self-supervision for Video Transformers. ICML (2022)
Jongjin Park, Sukmin Yun, Jongheon Jeong, Jinwoo Shin
OpenCoS: Contrastive Semi-supervised Learning for Handling Open-set Unlabeled Data. CoRR (2021)
Sukmin Yun, Jongjin Park, Kimin Lee, Jinwoo Shin
Regularizing Class-wise Predictions via Self-knowledge Distillation. CoRR (2020)
Sukmin Yun, Jongjin Park, Kimin Lee, Jinwoo Shin
Regularizing Class-Wise Predictions via Self-Knowledge Distillation. CVPR (2020)
Kimin Lee, Sukmin Yun, Kibok Lee, Honglak Lee, Bo Li, Jinwoo Shin
Robust Inference via Generative Classifiers for Handling Noisy Labels. CoRR (2019)
Kimin Lee, Sukmin Yun, Kibok Lee, Honglak Lee, Bo Li, Jinwoo Shin
Robust Inference via Generative Classifiers for Handling Noisy Labels. ICML (2019)