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cs.CV2024
Attention Shift: Steering AI Away from Unsafe Content
Shivank Garg, Manyana Tiwari
This study investigates the generation of unsafe or harmful content in state-of-the-art generative models, focusing on methods for restricting such generations. We introduce a nove…
cs.CV2024
Snowy Scenes,Clear Detections: A Robust Model for Traffic Light Detection in Adverse Weather Conditions
Shivank Garg, Abhishek Baghel, Amit Agarwal +1
With the rise of autonomous vehicles and advanced driver-assistance systems (ADAS), ensuring reliable object detection in all weather conditions is crucial for safety and efficienc…
cs.CV2024
Unmasking the Veil: An Investigation into Concept Ablation for Privacy and Copyright Protection in Images
Shivank Garg, Manyana Tiwari
In this paper, we extend the study of concept ablation within pre-trained models as introduced in 'Ablating Concepts in Text-to-Image Diffusion Models' by (Kumari et al.,2022). Our…