Youngwan Lee

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 31

Top Topics

Video Classification

Diffusion Models

Temporal Aggregation

Top Venues

Intelligent Vehicles Symposium

Publications

Youngwan Lee, Jeffrey Ryan Willette, Jonghee Kim, Sung Ju Hwang
Visualizing the loss landscape of Self-supervised Vision Transformer. CoRR (2024)
Heejun Lee, Geon Park, Youngwan Lee, Jina Kim, Wonyoung Jeong, Myeongjae Jeon, Sung Ju Hwang
HiP Attention: Sparse Sub-Quadratic Attention with Hierarchical Attention Pruning. CoRR (2024)
Injoon Hwang, Haewon Park, Youngwan Lee, Jooyoung Yang, SunJae Maeng
PC-LoRA: Low-Rank Adaptation for Progressive Model Compression with Knowledge Distillation. CoRR (2024)
Jeffrey Willette, Heejun Lee, Youngwan Lee, Myeongjae Jeon, Sung Ju Hwang
Training-Free Exponential Extension of Sliding Window Context with Cascading KV Cache. CoRR (2024)
Sungjun Ahn, Hyun-Jeong Yim, Youngwan Lee, Sung-Ik Park
Dynamic and Super-Personalized Media Ecosystem Driven by Generative AI: Unpredictable Plays Never Repeating The Same. CoRR (2024)
Youngwan Lee, Kwanyong Park, Yoorhim Cho, Yong-Ju Lee, Sung Ju Hwang
KOALA: Self-Attention Matters in Knowledge Distillation of Latent Diffusion Models for Memory-Efficient and Fast Image Synthesis. CoRR (2023)
Heejun Lee, Minki Kang, Youngwan Lee, Sung Ju Hwang
Sparse Token Transformer with Attention Back Tracking. ICLR (2023)
Youngwan Lee, Jeffrey Ryan Willette, Jonghee Kim, Juho Lee, Sung Ju Hwang
Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders. ICLR (2023)
Jonghee Kim, Youngwan Lee, Jinyoung Moon
T2V2T: Text-to-Video-to-Text Fusion for Text-to-Video Retrieval. CVPR Workshops (2023)
Youngwan Lee, Jonghee Kim, Jeffrey Willette, Sung Ju Hwang
MPViT: Multi-Path Vision Transformer for Dense Prediction. CVPR (2022)
Sunil Hwang, Jaehong Yoon, Youngwan Lee, Sung Ju Hwang
Efficient Video Representation Learning via Masked Video Modeling with Motion-centric Token Selection. CoRR (2022)
Youngwan Lee, Joong-Won Hwang, Hyung-Il Kim, Kimin Yun, Yongjin Kwon, Yuseok Bae, Sung Ju Hwang
Localization Uncertainty Estimation for Anchor-Free Object Detection. ECCV Workshops (8) (2022)
Youngwan Lee, Jeffrey Willette, Jonghee Kim, Juho Lee, Sung Ju Hwang
Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders. CoRR (2022)
Youngwan Lee, Hyung-Il Kim, Kimin Yun, Jinyoung Moon
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification. IEEE Access 9 (2021)
Joong-won Hwang, Youngwan Lee, Sungchan Oh, Yuseok Bae
Adversarial Training With Stochastic Weight Average. ICIP (2021)
Youngwan Lee, Jonghee Kim, Jeffrey Willette, Sung Ju Hwang
MPViT: Multi-Path Vision Transformer for Dense Prediction. CoRR (2021)
Kangmin Bae, Kimin Yun, Hyung-Il Kim, Youngwan Lee, Jongyoul Park
Anti-Litter Surveillance based on Person Understanding via Multi-Task Learning. BMVC (2020)
Youngwan Lee, Joong-won Hwang, Hyungil Kim, Kimin Yun, Jongyoul Park
Localization Uncertainty Estimation for Anchor-Free Object Detection. CoRR (2020)
Joong-Won Hwang, Youngwan Lee, Sungchan Oh, Yuseok Bae
Adversarial Training with Stochastic Weight Average. CoRR (2020)
Youngwan Lee, Jongyoul Park
CenterMask: Real-Time Anchor-Free Instance Segmentation. CVPR (2020)
Youngwan Lee, Hyungil Kim, Kimin Yun, Jinyoung Moon
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification. CoRR (2020)
Youngwan Lee, Joong-Won Hwang, Sangrok Lee, Yuseok Bae, Jongyoul Park
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection. CVPR Workshops (2019)
Youngwan Lee, Joong-won Hwang, Sangrok Lee, Yuseok Bae, Jongyoul Park
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection. CoRR (2019)
Youngwan Lee, Jongyoul Park
CenterMask : Real-Time Anchor-Free Instance Segmentation. CoRR (2019)
Youngwan Lee, Huieun Kim, Eunsoo Park, Xuenan Cui, Hakil Kim
Wide-residual-inception networks for real-time object detection. Intelligent Vehicles Symposium (2017)
Seung-Hwan Bae, Youngwan Lee, Youngjoo Jo, Yuseok Bae, Joong-won Hwang
Rank of Experts: Detection Network Ensemble. CoRR (2017)
Hui Eun Kim, Youngwan Lee, Hakil Kim, Xuenan Cui
Domain-specific data augmentation for on-road object detection based on a deep neural network. Intelligent Vehicles Symposium (2017)
Youngwan Lee, Huieun Kim, Eunsoo Park, Xuenan Cui, Hakil Kim
Wide-Residual-Inception Networks for Real-time Object Detection. CoRR (2017)
Youngwan Lee, Hakil Kim
Real-time lane detection and departure warning system on embedded platform. ICCE-Berlin (2016)
Huieun Kim, Youngwan Lee, Taekang Woo, Hakil Kim
Integration of vehicle and lane detection for forward collision warning system. ICCE-Berlin (2016)
Youngwan Lee, Cheolyong Jang, Hakil Kim
Accelerating a computer vision algorithm on a mobile SoC using CPU-GPU co-processing: a case study on face detection. MOBILESoft (2016)