Byung Cheol Song
13 papers · 2018–2026 · 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
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(6)
Learning Types · Deep Learning
(5)
Computer Vision
(3)
Architectures
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Mathematics & Optimization
(1)
Analysis
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Keywords
representation learning
(2)
vision transformer
(1)
few-shot learning
(1)
adversarial learning
(1)
knowledge distillation
(1)
adversarial robustness
(1)
contrastive learning
(1)
principal component analysis
(1)
style transfer
(1)
optimal transport
(1)
model compression
(1)
feature embedding
(1)
adversarial training
(1)
image-to-image translation
(1)
feature disentanglement
(1)
gradient descent
(1)
pairwise similarity
(1)
sinkhorn algorithm
(1)
generative model
(1)
model-agnostic meta-learning
(1)
Papers
Towards Robust Vision Transformers: Path Dependency Analysis and a Simple Two-Stage Adversarial Training
CVPR 2026
Two is Better than One: Efficient Ensemble Defense for Robust and Compact Models
CVPR 2025
All You Need is Your Voice: Emotional Face Representation with Audio Perspective for Emotional Talking Face Generation
ECCV 2024
Fine Gaze Redirection Learning With Gaze Hardness-Aware Transformation
WACV 2023
Contextual Gradient Scaling for Few-Shot Learning
WACV 2022
Emotion-Aware Multi-View Contrastive Learning for Facial Emotion Recognition
ECCV 2022
Ensemble Knowledge Guided Sub-network Search and Fine-Tuning for Filter Pruning
ECCV 2022
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition
NeurIPS 2022
Style-Guided and Disentangled Representation for Robust Image-to-Image Translation
AAAI 2022
Contrastive Adversarial Learning for Person Independent Facial Emotion Recognition
AAAI 2021
Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network
AAAI 2021
Deep Learning-based Pupil Center Detection for Fast and Accurate Eye Tracking System
ECCV 2020
Self-supervised Knowledge Distillation Using Singular Value Decomposition
ECCV 2018