3 papers
cs.AI2026
StateSight: Benchmarking Latent Spatial-State Reconstruction in Vision-Language Models
Michelle Lin
Vision-language models are increasingly used for multimodal question answering, yet their ability to reconstruct latent spatial structure from a single image remains difficult to i…
cs.CV2025
Bias Analysis in Unconditional Image Generative Models
Xiaofeng Zhang, Michelle Lin, Simon Lacoste-Julien +2
The widespread adoption of generative AI models has raised growing concerns about representational harm and potential discriminatory outcomes. Yet, despite growing literature on th…
cs.CV2024
Alberta Wells Dataset: Pinpointing Oil and Gas Wells from Satellite Imagery
Pratinav Seth, Michelle Lin, Brefo Dwamena Yaw +3
Millions of abandoned oil and gas wells are scattered across the world, leaching methane into the atmosphere and toxic compounds into the groundwater. Many of these locations are u…