Woo, Simon S.

25 publications

ICCV 2025 DIA: The Adversarial Exposure of Deterministic Inversion in Diffusion Models Seunghoo Hong, Geonho Son, Juhun Lee, Simon S. Woo

NeurIPS 2025 RUAGO: Effective and Practical Retain-Free Unlearning via Adversarial Attack and OOD Generator SangYong Lee, Sangjun Chung, Simon S. Woo

IJCAI 2025 SEE: Spherical Embedding Expansion for Improving Deep Metric Learning (Extended Abstract) Binh Minh Le, Simon S. Woo

ICCV 2025 SpecGuard: Spectral Projection-Based Advanced Invisible Watermarking Inzamamul Alam, Md Tanvir Islam, Simon S. Woo, Khan Muhammad

NeurIPS 2025 Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions Razaib Tariq, Minji Heo, Shahroz Tariq, Simon S. Woo

ICCV 2025 Translation of Text Embedding via Delta Vector to Suppress Strongly Entangled Content in Text-to-Image Diffusion Models Eunseo Koh, Seunghoo Hong, Tae-Young Kim, Simon S. Woo, Jae-Pil Heo

AAAI 2024 All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models Seunghoo Hong, Juhun Lee, Simon S. Woo

CVPRW 2024 Beyond the Screen: Evaluating Deepfake Detectors Under Moiré Pattern Effects Razaib Tariq, Minji Heo, Simon S. Woo, Shahroz Tariq

AAAI 2024 Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication Hyunmin Choi, Simon S. Woo, Hyoungshick Kim

ECCV 2024 Continuous Memory Representation for Anomaly Detection Joo Chan Lee, Taejune Kim, Eunbyung Park, Simon S Woo, Jong Hwan Ko

IJCAI 2024 Disrupting Diffusion-Based Inpainters with Semantic Digression Geonho Son, Juhun Lee, Simon S. Woo

CVPR 2024 Gradient Alignment for Cross-Domain Face Anti-Spoofing Binh M. Le, Simon S. Woo

AAAI 2024 Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation Hyunjune Kim, Sangyong Lee, Simon S. Woo

WACV 2024 Real-Time User-Guided Adaptive Colorization with Vision Transformer Gwanghan Lee, Saebyeol Shin, Taeyoung Na, Simon S. Woo

IJCAI 2024 iFakeDetector: Real Time Integrated Web-Based Deepfake Detection System Kangjun Lee, Inho Jung, Simon S. Woo

WACV 2023 CFL-Net: Image Forgery Localization Using Contrastive Learning Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo

IJCAI 2023 IMF: Integrating Matched Features Using Attentive Logit in Knowledge Distillation Jeongho Kim, Hanbeen Lee, Simon S. Woo

ICCV 2023 Quality-Agnostic Deepfake Detection with Intra-Model Collaborative Learning Binh M. Le, Simon S. Woo

AAAI 2022 ADD: Frequency Attention and Multi-View Based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images Le Minh Binh, Simon S. Woo

CVPRW 2022 Efficient Two-Stage Model Retraining for Machine Unlearning Junyaup Kim, Simon S. Woo

CVPRW 2021 FReTAL: Generalizing Deepfake Detection Using Knowledge Distillation and Representation Learning Minha Kim, Shahroz Tariq, Simon S. Woo

ECML-PKDD 2020 Forecasting Error Pattern-Based Anomaly Detection in Multivariate Time Series Seoyoung Park, Siho Han, Simon S. Woo

CVPRW 2020 OC-FakeDect: Classifying Deepfakes Using One-Class Variational Autoencoder Hasam Khalid, Simon S. Woo

ECML-PKDD 2020 Reconstructing the past: Applying Deep Learning to Reconstruct Pottery from Thousands Shards Keeyoung Kim, Jinseok Hong, Sang-Hoon Rhee, Simon S. Woo

ICCVW 2019 FakeTalkerDetect: Effective and Practical Realistic Neural Talking Head Detection with a Highly Unbalanced Dataset Hyeonseong Jeon, Youngoh Bang, Simon S. Woo