3 papers
cs.CV2025
Towards Open-Ended Visual Scientific Discovery with Sparse Autoencoders
Samuel Stevens, Jacob Beattie, Tanya Berger-Wolf +1
Scientific archives now contain hundreds of petabytes of data across genomics, ecology, climate, and molecular biology that could reveal undiscovered patterns if systematically ana…
cs.HC2025
Measuring Information Richness in Product Images: Implications for Online Sales
Zhu Yuting, Cao Xinyu, Su Yuzhuo +1
A common challenge for e-commerce sellers is to decide what product images to display on online shopping sites. In this paper, we propose and validate a novel metric, k-value, to q…
cs.CV2025
Static Segmentation by Tracking: A Label-Efficient Approach for Fine-Grained Specimen Image Segmentation
Zhenyang Feng, Zihe Wang, Jianyang Gu +22
We study image segmentation in the biological domain, particularly trait segmentation from specimen images (e.g., butterfly wing stripes, beetle elytra). This fine-grained task is…