4 papers
Who Defines Fairness? Target-Based Prompting for Demographic Representation in Generative Models
Marzia Binta Nizam, James Davis
Text-to-image(T2I) models like Stable Diffusion and DALL-E have made generative AI widely accessible, yet recent studies reveal that these systems often replicate societal biases,…
A Survey on Human-AI Collaboration with Large Foundation Models
Vanshika Vats, Marzia Binta Nizam, Minghao Liu +20
As the capabilities of artificial intelligence (AI) continue to expand rapidly, Human-AI (HAI) Collaboration, combining human intellect and AI systems, has become pivotal for advan…
VaLID: Verification as Late Integration of Detections for LiDAR-Camera Fusion
Vanshika Vats, Marzia Binta Nizam, James Davis
Vehicle object detection benefits from both LiDAR and camera data, with LiDAR offering superior performance in many scenarios. Fusion of these modalities further enhances accuracy,…
J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation
Marzia Binta Nizam, Marian Zlateva, James Davis
Medical image segmentation is crucial for diagnosis and treatment planning. Traditional CNN-based models, like U-Net, have shown promising results but struggle to capture long-rang…