Sangyoun Lee
30 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Research topics
Computer Vision
(24)
Analysis
(17)
Deep Learning
(16)
Processing
(14)
Architectures
(9)
Machine Learning
(8)
Generation
(6)
Learning Types Β· Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(3)
Techniques
(3)
Application Areas
(2)
Domain-Specific
(2)
Keywords
optical flow
(5)
video object segmentation
(5)
unsupervised learning
(4)
semantic segmentation
(3)
video anomaly detection
(3)
data augmentation
(3)
video inpainting
(2)
temporal modeling
(2)
motion blur
(2)
scene understanding
(2)
3d gaussian splatting
(2)
graph convolutional network
(2)
novel view synthesis
(2)
frame warping
(2)
action recognition
(2)
video frame interpolation
(2)
encoder-decoder architecture
(2)
prototype learning
(1)
object detection
(1)
self-attention mechanism
(1)
Papers
MonoCLUE: Object-Aware Clustering Enhances Monocular 3D Object Detection
AAAI 2026
MoRGS: Efficient Per-Gaussian Motion Reasoning for Streamable Dynamic 3D Scenes
CVPR 2026
CoCoGaussian: Leveraging Circle of Confusion for Gaussian Splatting from Defocused Images
CVPR 2025
CoMoGaussian: Continuous Motion-Aware Gaussian Splatting from Motion-Blurred Images
ICCV 2025
Effective SAM Combination for Open-Vocabulary Semantic Segmentation
CVPR 2025
Elevating Flow-Guided Video Inpainting with Reference Generation
AAAI 2025
Video Diffusion Models Are Strong Video Inpainter
AAAI 2025
Dual Prototype Attention for Unsupervised Video Object Segmentation
CVPR 2024
Guided Slot Attention for Unsupervised Video Object Segmentation
CVPR 2024
ProDepth: Boosting Self-Supervised Multi-Frame Monocular Depth with Probabilistic Fusion
ECCV 2024
Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation
NeurIPS 2024
Towards Multi-Domain Learning for Generalizable Video Anomaly Detection
NeurIPS 2024
DP-NeRF: Deblurred Neural Radiance Field With Physical Scene Priors
CVPR 2023
Exploring Discontinuity for Video Frame Interpolation
CVPR 2023
Exploring Temporally Dynamic Data Augmentation for Video Recognition
ICLR 2023
Feature Disentanglement Learning With Switching and Aggregation for Video-Based Person Re-Identification
WACV 2023
Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition
ICCV 2023
Leveraging Spatio-Temporal Dependency for Skeleton-Based Action Recognition
ICCV 2023
Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning
CVPR 2023
Treating Motion as Option To Reduce Motion Dependency in Unsupervised Video Object Segmentation
WACV 2023
Unsupervised Video Object Segmentation via Prototype Memory Network
WACV 2023
EdgeConv With Attention Module for Monocular Depth Estimation
WACV 2022
Expanded Adaptive Scaling Normalization for End to End Image Compression
ECCV 2022
FastAno: Fast Anomaly Detection via Spatio-Temporal Patch Transformation
WACV 2022
Pixel-Level Bijective Matching for Video Object Segmentation
WACV 2022
Robust Lane Detection via Expanded Self Attention
WACV 2022
SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection
ECCV 2022
Tackling Background Distraction in Video Object Segmentation
ECCV 2022
Regularization Strategy for Point Cloud via Rigidly Mixed Sample
CVPR 2021
AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation
CVPR 2020