← Authors

Joon-Young Lee

59 papers · 2013–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (82) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (29) πŸ† Keyword Champion (5) πŸ”¬ Deep Specialist (12) 🀝 Dynamic Duo (21) πŸ’Ž Century Club (59) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (13) πŸ—ƒοΈ Keyword Collector (235) ❓ The Questioner (2) ⚑ Prolific Year (8) πŸš€ Conference Pioneer

Conferences

CVPR (29) ICCV (13) ECCV (11) AAAI (3) ACL (1) NIPS (1) WACV (1)

Top co-authors

Seoung Wug Oh (21) In So Kweon (20) Seon Joo Kim (13) Sanghyun Woo (9) Seungryong Kim (4) Bohyung Han (4) Miran Heo (4) Seokju Cho (4) Dahun Kim (4) Jiahui Huang (4)

Keywords

semantic segmentation (9) video object segmentation (8) object tracking (6) instance segmentation (6) video understanding (5) video segmentation (5) semi-supervised learning (4) video inpainting (4) convolutional neural network (4) object detection (4) mask propagation (4) video instance segmentation (3) mask prediction (3) transformer architecture (3) depth estimation (3) zero-shot learning (3) temporal consistency (3) attention mechanism (3) video processing (3) panoptic segmentation (3)

Papers

Generative Video Propagation CVPR 2025
Seurat: From Moving Points to Depth CVPR 2025
Elevating Flow-Guided Video Inpainting with Reference Generation AAAI 2025
Robust and Consistent Online Video Instance Segmentation via Instance Mask Propagation AAAI 2025
Exploring Scalability of Self-Training for Open-Vocabulary Temporal Action Localization WACV 2025
Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs ICCV 2025
Video Color Grading via Look-Up Table Generation ICCV 2025
EntitySAM: Segment Everything in Video CVPR 2025
Exploring Temporally-Aware Features for Point Tracking CVPR 2025
Putting the Object Back into Video Object Segmentation CVPR 2024
HARIVO: Harnessing Text-to-Image Models for Video Generation ECCV 2024
Local All-Pair Correspondence for Point Tracking ECCV 2024
FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking CVPR 2024
MaGGIe: Masked Guided Gradual Human Instance Matting CVPR 2024
Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models CVPR 2024
A Generalized Framework for Video Instance Segmentation CVPR 2023
Mask-Guided Matting in the Wild CVPR 2023
Tracking Anything with Decoupled Video Segmentation ICCV 2023
Long-range Multimodal Pretraining for Movie Understanding ICCV 2023
XMem++: Production-level Video Segmentation From Few Annotated Frames ICCV 2023
Per-Clip Video Object Segmentation CVPR 2022
Information-Theoretic Bias Reduction via Causal View of Spurious Correlation AAAI 2022
VITA: Video Instance Segmentation via Object Token Association NIPS 2022
Unsupervised Learning of Debiased Representations With Pseudo-Attributes CVPR 2022
The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing ECCV 2022
Tracking by Associating Clips ECCV 2022
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection ECCV 2022
One-Trimap Video Matting ECCV 2022
Polygonal Point Set Tracking CVPR 2021
Hierarchical Memory Matching Network for Video Object Segmentation ICCV 2021
Exemplar-Based Open-Set Panoptic Segmentation Network CVPR 2021
Learning To Associate Every Segment for Video Panoptic Segmentation CVPR 2021
Active Speakers in Context CVPR 2020
Video Panoptic Segmentation CVPR 2020
URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark ECCV 2020
History for Visual Dialog: Do we really need it? ACL 2020
Learning Visual Emotion Representations From Web Data CVPR 2020
Fast User-Guided Video Object Segmentation by Interaction-And-Propagation Networks CVPR 2019
Learning Video Representations From Correspondence Proposals CVPR 2019
Onion-Peel Networks for Deep Video Completion ICCV 2019
Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence CVPR 2019
Video Object Segmentation Using Space-Time Memory Networks ICCV 2019
Deep Video Inpainting CVPR 2019
What do I Annotate Next? An Empirical Study of Active Learning for Action Localization ECCV 2018
Fast Video Object Segmentation by Reference-Guided Mask Propagation CVPR 2018
Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning CVPR 2018
Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias ECCV 2018
Learning to Blend Photos ECCV 2018
CBAM: Convolutional Block Attention Module ECCV 2018
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks CVPR 2017
Reflectance Capture Using Univariate Sampling of BRDFs ICCV 2017
Stereo Matching With Color and Monochrome Cameras in Low-Light Conditions CVPR 2016
Automatic Content-Aware Color and Tone Stylization CVPR 2016
Complementary Sets of Shutter Sequences for Motion Deblurring ICCV 2015
AttentionNet: Aggregating Weak Directions for Accurate Object Detection ICCV 2015
One-Day Outdoor Photometric Stereo via Skylight Estimation CVPR 2015
Color Transfer Using Probabilistic Moving Least Squares CVPR 2014
Fluttering Pattern Generation Using Modified Legendre Sequence for Coded Exposure Imaging ICCV 2013
High Quality Shape from a Single RGB-D Image under Uncalibrated Natural Illumination ICCV 2013