4 papers
EDGE-Shield: Efficient Denoising-staGE Shield for Violative Content Filtering via Scalable Reference-Based Matching
Takara Taniguchi, Ryohei Shimizu, Duc Minh Vo +3
The advent of Text-to-Image generative models poses significant risks of copyright violation and deepfake generation. Since the rapid proliferation of new copyrighted works and pri…
Comparing verbal, visual and combined explanations for Bayesian Network inferences
Erik P. Nyberg, Steven Mascaro, Ingrid Zukerman +3
Bayesian Networks (BNs) are an important tool for assisting probabilistic reasoning, but despite being considered transparent models, people have trouble understanding them. Furthe…
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation
Trung-Hieu Hoang, Duc Minh Vo, Minh N. Do
Test-time adaptation (TTA) has emerged as a promising solution to tackle the continual domain shift in machine learning by allowing model parameters to change at test time, via sel…
NEMO: Can Multimodal LLMs Identify Attribute-Modified Objects?
Jiaxuan Li, Junwen Mo, MinhDuc Vo +2
Multimodal Large Language Models (MLLMs) have made notable advances in visual understanding, yet their abilities to recognize objects modified by specific attributes remain an open…