Simon S. Woo
16 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (30) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (79)
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Prolific Year · Productive
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Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(11)
Machine Learning
(11)
Application Areas
(7)
Deep Learning
(6)
Learning Types · Machine Learning
(6)
Analysis
(5)
Processing
(5)
Artificial Intelligence
(3)
Core AI
(3)
Generation
(3)
Models
(3)
Architectures
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Keywords
deepfake detection
(4)
diffusion model
(4)
adversarial attack
(4)
model compression
(3)
image generation
(2)
knowledge distillation
(2)
image watermarking
(2)
image quality
(2)
image editing
(2)
domain generalization
(1)
feature matching
(1)
contrastive learning
(1)
face recognition
(1)
privacy preservation
(1)
feature distribution
(1)
image retrieval
(1)
vision transformer
(1)
text-to-image generation
(1)
wavelet transform
(1)
embedding space
(1)
Papers
AEON: Adaptive Embedding Optimized Noise for Robust Watermarking in Diffusion Models
WACV 2026
Machine Pareidolia: Protecting Facial Image with Emotional Editing
AAAI 2026
DIA: The Adversarial Exposure of Deterministic Inversion in Diffusion Models
ICCV 2025
SEE: Spherical Embedding Expansion for Improving Deep Metric Learning (Extended Abstract)
IJCAI 2025
SpecGuard: Spectral Projection-based Advanced Invisible Watermarking
ICCV 2025
Translation of Text Embedding via Delta Vector to Suppress Strongly Entangled Content in Text-to-Image Diffusion Models
ICCV 2025
All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models
AAAI 2024
Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication
AAAI 2024
Disrupting Diffusion-based Inpainters with Semantic Digression
IJCAI 2024
Gradient Alignment for Cross-Domain Face Anti-Spoofing
CVPR 2024
iFakeDetector: Real Time Integrated Web-based Deepfake Detection System
IJCAI 2024
Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation
AAAI 2024
Real-Time User-Guided Adaptive Colorization With Vision Transformer
WACV 2024
CFL-Net: Image Forgery Localization Using Contrastive Learning
WACV 2023
IMF: Integrating Matched Features Using Attentive Logit in Knowledge Distillation
IJCAI 2023
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning
ICCV 2023