Youngwan Lee

According to our database, Youngwan Lee authored at least 25 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Dynamic and Super-Personalized Media Ecosystem Driven by Generative AI: Unpredictable Plays Never Repeating the Same.

Sungjun Ahn, Hyun-Jeong Yim, Youngwan Lee, Sung-Ik Park

IEEE Trans. Broadcast., September, 2024

Training-Free Exponential Extension of Sliding Window Context with Cascading KV Cache.

Jeffrey Willette, Heejun Lee, Youngwan Lee, Myeongjae Jeon, Sung Ju Hwang

CoRR, 2024

HiP Attention: Sparse Sub-Quadratic Attention with Hierarchical Attention Pruning.

Heejun Lee, Geon Park, Youngwan Lee, Jina Kim, Wonyoung Jeong, Myeongjae Jeon, Sung Ju Hwang

CoRR, 2024

PC-LoRA: Low-Rank Adaptation for Progressive Model Compression with Knowledge Distillation.

Injoon Hwang, Haewon Park, Youngwan Lee, Jooyoung Yang, SunJae Maeng

CoRR, 2024

Visualizing the loss landscape of Self-supervised Vision Transformer.

Youngwan Lee, Jeffrey Ryan Willette, Jonghee Kim, Sung Ju Hwang

CoRR, 2024

EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens.

Sunil Hwang, Jaehong Yoon, Youngwan Lee, Sung Ju Hwang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

KOALA: Self-Attention Matters in Knowledge Distillation of Latent Diffusion Models for Memory-Efficient and Fast Image Synthesis.

Youngwan Lee, Kwanyong Park, Yoorhim Cho, Yong-Ju Lee, Sung Ju Hwang

CoRR, 2023

Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders.

Youngwan Lee, Jeffrey Ryan Willette, Jonghee Kim, Juho Lee, Sung Ju Hwang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Sparse Token Transformer with Attention Back Tracking.

Heejun Lee, Minki Kang, Youngwan Lee, Sung Ju Hwang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

T2V2T: Text-to-Video-to-Text Fusion for Text-to-Video Retrieval.

Jonghee Kim, Youngwan Lee, Jinyoung Moon

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Efficient Video Representation Learning via Masked Video Modeling with Motion-centric Token Selection.

Sunil Hwang, Jaehong Yoon, Youngwan Lee, Sung Ju Hwang

CoRR, 2022

Localization Uncertainty Estimation for Anchor-Free Object Detection.

Youngwan Lee, Joong-Won Hwang, Hyung-Il Kim, Kimin Yun, Yongjin Kwon, Yuseok Bae, Sung Ju Hwang

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

MPViT: Multi-Path Vision Transformer for Dense Prediction.

Youngwan Lee, Jonghee Kim, Jeffrey Willette, Sung Ju Hwang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification.

Youngwan Lee, Hyung-Il Kim, Kimin Yun, Jinyoung Moon

IEEE Access, 2021

Adversarial Training With Stochastic Weight Average.

Joong-won Hwang, Youngwan Lee, Sungchan Oh, Yuseok Bae

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Localization Uncertainty Estimation for Anchor-Free Object Detection.

Youngwan Lee, Joong-won Hwang, Hyungil Kim, Kimin Yun, Jongyoul Park

CoRR, 2020

CenterMask: Real-Time Anchor-Free Instance Segmentation.

Youngwan Lee, Jongyoul Park

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Anti-Litter Surveillance based on Person Understanding via Multi-Task Learning.

Kangmin Bae, Kimin Yun, Hyung-Il Kim, Youngwan Lee, Jongyoul Park

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection.

Youngwan Lee, Joong-Won Hwang, Sangrok Lee, Yuseok Bae, Jongyoul Park

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2017

Rank of Experts: Detection Network Ensemble.

Seung-Hwan Bae, Youngwan Lee, Youngjoo Jo, Yuseok Bae, Joong-won Hwang

CoRR, 2017

Wide-residual-inception networks for real-time object detection.

Youngwan Lee, Huieun Kim, Eunsoo Park, Xuenan Cui, Hakil Kim

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Domain-specific data augmentation for on-road object detection based on a deep neural network.

Hui Eun Kim, Youngwan Lee, Hakil Kim, Xuenan Cui

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

2016

Accelerating a computer vision algorithm on a mobile SoC using CPU-GPU co-processing: a case study on face detection.

Youngwan Lee, Cheolyong Jang, Hakil Kim

Proceedings of the International Conference on Mobile Software Engineering and Systems, 2016

Real-time lane detection and departure warning system on embedded platform.

Youngwan Lee, Hakil Kim

Proceedings of the IEEE 6th International Conference on Consumer Electronics - Berlin, 2016

Integration of vehicle and lane detection for forward collision warning system.

Huieun Kim, Youngwan Lee, Taekang Woo, Hakil Kim

Proceedings of the IEEE 6th International Conference on Consumer Electronics - Berlin, 2016