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Youngwan Lee
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Visual Intelligence Research Section
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Type Year Title Cited Download
Conference
2024 A Multimodal Chain of Tools for Described Object Detection   Kwanyong Park   Conference on Neural Information Processing Systems (NeurIPS) 2024 : Workshop, pp.1-6
Conference
2024 KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis   Youngwan Lee   Conference on Neural Information Processing Systems (NeurIPS) 2024, pp.1-37
Conference
2024 DiT-Pruner: Pruning Diffusion Transformer Models for Text-to-Image Synthesis Using Human Preference Scores   Youngwan Lee   European Conference on Computer Vision (ECCV) 2024, pp.1-9
Journal
2024 Dynamic and Super-Personalized Media Ecosystem Driven by Generative AI: Unpredictable Plays Never Repeating the Same   Sungjun Ahn   IEEE Transactions on Broadcasting, v.70, no.3, pp.980-994 1
Conference
2024 EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens   Sunil Hwang, Jaehong Yoon, Youngwan Lee   International Conference on Machine Learning (ICML) 2024, pp.20889-20907
Conference
2024 KOALA: Fast and Memory-Efficient Latent Diffusion Models via Self-Attention Distillation   Youngwan Lee   Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2024, pp.1-7
Conference
2024 PC-LoRA: Low-Rank Adaptation for Progressive Model Compression with Knowledge Distillation   Injoon Hwang, HaeWon Park, Youngwan Lee   Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2024, pp.1-8
Conference
2023 Visualizing the loss landscape of Self-supervised Vision Transformer   Youngwan Lee   Conference on Neural Information Processing Systems (NeurIPS) 2023 : Workshop, pp.1-7
Conference
2023 Predicting and Recommending Clothing for Next Season Based on Multi-modal LLM   김설아, 장승우, 남희정  한국소프트웨어 종합 학술 대회 2023, pp.1-3
Conference
2023 A recent trend on self-supervised learning in computer vision   이영완   대한전자공학회 학술 대회 (하계) 2023, pp.1-5
Conference
2023 T2V2T: Text-to-Video-to-Text Fusion for Text-to-Video Retrieval   Jonghee Kim   Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2023, pp.5612-5617 0
Conference
2023 Exploring the role of mean teachers in self-supervised masked auto-encoders   Youngwan Lee, Jeffrey Willette  International Conference on Learning Representations (ICLR) 2023, pp.1-21
Conference
2023 Sparse Token Transformer with Attention Back Tracking   Heejun Lee  International Conference on Learning Representations (ICLR) 2023, pp.1-19
Conference
2022 Localization Uncertainty Estimation for Anchor-Free Object Detection   Youngwan Lee   European Conference on Computer Vision (ECCV) 2022, pp.1-16 5
Conference
2022 MPViT: Multi-Path Vision Transformer for Dense Prediction   Youngwan Lee   Conference on Computer Vision and Pattern Recognition (CVPR) 2022, pp.7287-7296 175
Journal
2021 Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification   Youngwan Lee   IEEE Access, v.9, pp.163054-163064 4
Conference
2021 Adversarial Training With Stochastic Weight Average   Joong-won Hwang   International Conference on Image Processing (ICIP) 2021, pp.814-818 7
Conference
2020 Anti-Litter Surveillance based on Person Understanding via Multi-Task Learning   Kangmin Bae, Kimin Yun   British Machine Vision Conference (BMVC) 2020, pp.1-13
Conference
2020 CenterMask: Real-Time Anchor-Free Instance Segmentation   Youngwan Lee   Conference on Computer Vision and Pattern Recognition (CVPR) 2020, pp.13903-13912 481
Conference
2019 An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection   Youngwan Lee, Joong-won Hwang   Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2019, pp.752-760 316
Conference
2019 Real-time object detection system using 100ch multi CCTV   이영완   영상 처리 및 이해에 관한 워크샵 (IPIU) 2019, pp.1-4