Sunghoon Im
30 papers · 2015–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (44) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(10)
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Keyword Champion
(2)
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Renaissance Researcher
(5)
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Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
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Keyword Collector
(138)
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Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(24)
Deep Learning
(17)
Analysis
(15)
Machine Learning
(12)
Processing
(11)
Learning Types Β· Deep Learning
(10)
Core Methods
(8)
Architectures
(5)
Generation
(5)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Application Areas
(4)
Core AI
(4)
Techniques
(3)
Computer Science
(2)
Keywords
depth estimation
(8)
self-supervised learning
(4)
multi-view stereo
(3)
monocular depth estimation
(3)
video instance segmentation
(3)
knowledge distillation
(3)
photometric consistency
(2)
image restoration
(2)
semantic segmentation
(2)
implicit neural representation
(2)
object tracking
(2)
style transfer
(2)
convolutional neural network
(2)
reflective surface
(2)
multi-task learning
(2)
image compression
(2)
structure from motion
(2)
motion estimation
(1)
point cloud registration
(1)
metric learning
(1)
Papers
A Training-Free Style-Personalization via SVD-Based Feature Decomposition
CVPR 2026
CVA: Context-aware Video-text Alignment for Video Temporal Grounding
CVPR 2026
Infinite-Story: A Training-Free Consistent Text-to-Image Generation
AAAI 2026
TaskForce: Cooperative Multi-agent Reinforcement Learning for Multi-task Optimization
CVPR 2026
CAVIS: Context-Aware Video Instance Segmentation
ICCV 2025
Intrinsic Image Decomposition for Robust Self-supervised Monocular Depth Estimation on Reflective Surfaces
AAAI 2025
JPEG Processing Neural Operator for Backward-Compatible Coding
ICCV 2025
LOMM: Latest Object Memory Management for Temporally Consistent Video Instance Segmentation
ICCV 2025
Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining
ICLR 2025
Style-Editor: Text-driven Object-centric Style Editing
CVPR 2025
Towards Lossless Implicit Neural Representation via Bit Plane Decomposition
CVPR 2025
BurstM: Deep Burst Multi-scale SR using Fourier Space with Optical Flow
ECCV 2024
Implicit Neural Image Stitching With Enhanced and Blended Feature Reconstruction
WACV 2024
JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients
CVPR 2024
Offline-to-Online Knowledge Distillation for Video Instance Segmentation
WACV 2024
Rethinking LiDAR Domain Generalization: Single Source as Multiple Density Domains
ECCV 2024
Deep Digging into the Generalization of Self-Supervised Monocular Depth Estimation
AAAI 2023
Depth-discriminative Metric Learning for Monocular 3D Object Detection
NeurIPS 2023
Dynamic Neural Network for Multi-Task Learning Searching Across Diverse Network Topologies
CVPR 2023
ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation
CVPR 2022
Facial Depth and Normal Estimation Using Single Dual-Pixel Camera
ECCV 2022
DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation
CVPR 2021
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency
AAAI 2021
VolumeFusion: Deep Depth Fusion for 3D Scene Reconstruction
ICCV 2021
DPSNet: End-to-end Deep Plane Sweep Stereo
ICLR 2019
Robust Depth Estimation From Auto Bracketed Images
CVPR 2018
Noise Robust Depth From Focus Using a Ring Difference Filter
CVPR 2017
High-Quality Depth From Uncalibrated Small Motion Clip
CVPR 2016
Stereo Matching With Color and Monochrome Cameras in Low-Light Conditions
CVPR 2016
High Quality Structure From Small Motion for Rolling Shutter Cameras
ICCV 2015