Joon-Young Lee
64 papers · 2013–2026 · 7 venues · across top CS/AI venues
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Achievements
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(34)
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(23)
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(3)
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(14)
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(7)
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(2)
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Research topics
Computer Vision
(48)
Processing
(37)
Deep Learning
(32)
Analysis
(26)
Machine Learning
(23)
Learning Types Β· Deep Learning
(16)
Learning Types Β· Machine Learning
(16)
Artificial Intelligence
(15)
Architectures
(14)
Core AI Β· Artificial Intelligence
(12)
Generation
(7)
Models
(7)
Core AI Β· Computer Vision
(6)
Core Methods
(5)
Computer Science
(4)
Keywords
semantic segmentation
(9)
video object segmentation
(8)
object tracking
(6)
instance segmentation
(6)
video understanding
(5)
video segmentation
(5)
convolutional neural network
(4)
semi-supervised learning
(4)
depth estimation
(4)
mask propagation
(4)
object detection
(4)
point tracking
(4)
video inpainting
(4)
panoptic segmentation
(3)
video instance segmentation
(3)
diffusion model
(3)
mask prediction
(3)
transformer architecture
(3)
video generation
(3)
zero-shot learning
(3)
Papers
AnthroTAP: Learning Point Tracking with Real-World Motion
CVPR 2026
DAGE: Dual-Stream Architecture for Efficient and Fine-Grained Geometry Estimation
CVPR 2026
Generative Video Motion Editing with 3D Point Tracks
CVPR 2026
Relightful Video Portrait Harmonization
CVPR 2026
VideoMaMa: Mask-Guided Video Matting via Generative Prior
CVPR 2026
Elevating Flow-Guided Video Inpainting with Reference Generation
AAAI 2025
EntitySAM: Segment Everything in Video
CVPR 2025
Exploring Scalability of Self-Training for Open-Vocabulary Temporal Action Localization
WACV 2025
Exploring Temporally-Aware Features for Point Tracking
CVPR 2025
Generative Video Propagation
CVPR 2025
Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs
ICCV 2025
Robust and Consistent Online Video Instance Segmentation via Instance Mask Propagation
AAAI 2025
Seurat: From Moving Points to Depth
CVPR 2025
Video Color Grading via Look-Up Table Generation
ICCV 2025
Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models
CVPR 2024
FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking
CVPR 2024
HARIVO: Harnessing Text-to-Image Models for Video Generation
ECCV 2024
Local All-Pair Correspondence for Point Tracking
ECCV 2024
MaGGIe: Masked Guided Gradual Human Instance Matting
CVPR 2024
Putting the Object Back into Video Object Segmentation
CVPR 2024
A Generalized Framework for Video Instance Segmentation
CVPR 2023
Long-range Multimodal Pretraining for Movie Understanding
ICCV 2023
Mask-Guided Matting in the Wild
CVPR 2023
Tracking Anything with Decoupled Video Segmentation
ICCV 2023
XMem++: Production-level Video Segmentation From Few Annotated Frames
ICCV 2023
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection
ECCV 2022
Information-Theoretic Bias Reduction via Causal View of Spurious Correlation
AAAI 2022
One-Trimap Video Matting
ECCV 2022
Per-Clip Video Object Segmentation
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
Unsupervised Learning of Debiased Representations With Pseudo-Attributes
CVPR 2022
VITA: Video Instance Segmentation via Object Token Association
NeurIPS 2022
Exemplar-Based Open-Set Panoptic Segmentation Network
CVPR 2021
Hierarchical Memory Matching Network for Video Object Segmentation
ICCV 2021
Learning To Associate Every Segment for Video Panoptic Segmentation
CVPR 2021
Polygonal Point Set Tracking
CVPR 2021
Active Speakers in Context
CVPR 2020
History for Visual Dialog: Do we really need it?
ACL 2020
Learning Visual Emotion Representations From Web Data
CVPR 2020
URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark
ECCV 2020
Video Panoptic Segmentation
CVPR 2020
Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence
CVPR 2019
Deep Video Inpainting
CVPR 2019
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
Video Object Segmentation Using Space-Time Memory Networks
ICCV 2019
CBAM: Convolutional Block Attention Module
ECCV 2018
Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias
ECCV 2018
Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning
CVPR 2018
Fast Video Object Segmentation by Reference-Guided Mask Propagation
CVPR 2018
Learning to Blend Photos
ECCV 2018
What do I Annotate Next? An Empirical Study of Active Learning for Action Localization
ECCV 2018
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks
CVPR 2017
Reflectance Capture Using Univariate Sampling of BRDFs
ICCV 2017
Automatic Content-Aware Color and Tone Stylization
CVPR 2016
Stereo Matching With Color and Monochrome Cameras in Low-Light Conditions
CVPR 2016
AttentionNet: Aggregating Weak Directions for Accurate Object Detection
ICCV 2015
Complementary Sets of Shutter Sequences for Motion Deblurring
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