← Authors

YoungJoon Yoo

19 papers · 2016–2026 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (9) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (49) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ† Keyword Champion (3) πŸ’Ž Century Club (18) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (10) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (99)

Conferences

CVPR (7) WACV (4) AAAI (3) ICLR (2) ICCV (1) IJCAI (1) NIPS (1)

Top co-authors

Sangdoo Yun (5) Dongyoon Han (4) beomyoung kim (4) Jin Young Choi (4) Joonsang Yu (3) Joonhyun Jeong (2) Yonghyun Jeong (2) Jongwon Choi (2) Nojun Kwak (2) Byeongho Heo (2)

Research topics

Privacy (1)

Keywords

semantic segmentation (3) lightweight model (3) image classification (3) neural architecture search (2) generative model (2) self-supervised learning (2) data augmentation (2) variational autoencoder (2) face detection (1) transfer learning (1) catastrophic forgetting (1) domain adaptation (1) deep reinforcement learning (1) object detection (1) domain generalization (1) adversarial robustness (1) continual learning (1) weakly supervised learning (1) visual object tracking (1) knowledge transfer (1)

Papers

GuidNoise: Single-Pair Guided Diffusion for Generalized Noise Synthesis AAAI 2026
Domain-Generalized Object Anti-Spoofing: Bridging Gaps and Patch Selection for Robust Detection Across Domains WACV 2025
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation AAAI 2024
NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial Perturbations WACV 2024
EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face Detection WACV 2024
Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis ICLR 2024
Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding AAAI 2024
GeNAS: Neural Architecture Search with Better Generalization IJCAI 2023
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement CVPR 2022
Learning Features with Parameter-Free Layers ICLR 2022
Rethinking Channel Dimensions for Efficient Model Design CVPR 2021
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning NIPS 2021
Rainbow Memory: Continual Learning With a Memory of Diverse Samples CVPR 2021
SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Module and Information Blocking Decoder WACV 2020
CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features ICCV 2019
Dynamic Graph Generation Network: Generating Relational Knowledge From Diagrams CVPR 2018
Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold CVPR 2017
Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning CVPR 2017
Visual Path Prediction in Complex Scenes With Crowded Moving Objects CVPR 2016