Ig-Jae Kim
18 papers · 2020–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (43)
🧬
Topic Evolution
🗃️
Keyword Collector
(106)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Computer Vision
(15)
Analysis
(15)
Deep Learning
(11)
Machine Learning
(11)
Core Methods
(5)
Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(5)
Architectures
(4)
Models
(4)
Techniques
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Processing
(3)
Core AI · Computer Vision
(2)
Core AI · Artificial Intelligence
(2)
Keywords
semantic segmentation
(3)
prototype learning
(2)
vision-language model
(2)
diffusion model
(2)
person re-identification
(2)
lighting estimation
(2)
attribute recognition
(2)
convolutional neural network
(2)
inverse rendering
(2)
metric learning
(1)
human analysis
(1)
pose estimation
(1)
computer vision
(1)
scene understanding
(1)
image classification
(1)
domain adaptation
(1)
self-supervised learning
(1)
action recognition
(1)
contrastive learning
(1)
object detection
(1)
Papers
IMPACT: Interpretable Most Important Person Analysis and Classification using Transformer-based Models
WACV 2026
VAST-ReID: A Low-Light Benchmark Dataset for Person Re-Identification with Visual and Attribute-Rich Semantic Tracking
WACV 2026
Channel-wise Noise Scheduled Diffusion for Inverse Rendering in Indoor Scenes
CVPR 2025
CLIPping Imbalances: A Novel Evaluation Baseline and PEARL Dataset for Pedestrian Attribute Recognition
WACV 2025
Effective SAM Combination for Open-Vocabulary Semantic Segmentation
CVPR 2025
Navigating Label Ambiguity for Facial Expression Recognition in the Wild
AAAI 2025
VIGFace: Virtual Identity Generation for Privacy-Free Face Recognition Dataset
ICCV 2025
Dual Prototype Attention for Unsupervised Video Object Segmentation
CVPR 2024
Few-Shot Neural Radiance Fields under Unconstrained Illumination
AAAI 2024
Let's Observe Them Over Time: An Improved Pedestrian Attribute Recognition Approach
WACV 2024
DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection Network
WACV 2023
MAIR: Multi-View Attention Inverse Rendering With 3D Spatially-Varying Lighting Estimation
CVPR 2023
Probabilistic Representations for Video Contrastive Learning
CVPR 2022
Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation
AAAI 2021
Learning Canonical 3D Object Representation for Fine-Grained Recognition
ICCV 2021
Prototype-Guided Saliency Feature Learning for Person Search
CVPR 2021
Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint Estimation
CVPR 2020
SumGraph: Video Summarization via Recursive Graph Modeling
ECCV 2020