Teng-Fang Hsiao
5 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Keywords
diffusion model
(2)
text-to-image generation
(2)
model robustness
(1)
attention mechanism
(1)
multimodal learning
(1)
adversarial training
(1)
image harmonization
(1)
image-to-image translation
(1)
image inpainting
(1)
adversarial attack
(1)
zeroth-order optimization
(1)
autonomous vehicle
(1)
content preservation
(1)
peer review
(1)
traffic sign recognition
(1)
physical adversarial attack
(1)
image-to-image generation
(1)
feature intervention
(1)
llm robustness
(1)
training-free generation
(1)
Papers
FreeCond: Free Lunch in the Input Conditions of Text-Guided Inpainting
WACV 2026
Breaking the Reviewer: Assessing the Vulnerability of Large Language Models in Automated Peer Review Under Textual Adversarial Attacks
EMNLP 2025
TF-TI2I: Training-Free Text-and-Image-to-Image Generation via Multi-Modal Implicit-Context Learning In Text-to-Image Models
ICCV 2025
Training-and-Prompt-Free General Painterly Harmonization via Zero-Shot Disentenglement on Style and Content References
AAAI 2025
Natural Light Can Also Be Dangerous: Traffic Sign Misinterpretation Under Adversarial Natural Light Attacks
WACV 2024