4 papers
Lifting Unlabeled Internet-level Data for 3D Scene Understanding
Yixin Chen, Yaowei Zhang, Huangyue Yu +9
Annotated 3D scene data is scarce and expensive to acquire, while abundant unlabeled videos are readily available on the internet. In this paper, we demonstrate that carefully desi…
EmoScene: A Dual-space Dataset for Controllable Affective Image Generation
Li He, Longtai Zhang, Wenqiang Zhang +2
Text-to-image diffusion models achieve high visual fidelity, yet fine-grained affective control remains difficult because textual emotion cues often fail to specify the visual perc…
Moonworks Lunara Aesthetic II: An Image Variation Dataset
Yan Wang, Partho Hassan, Samiha Sadeka +3
We introduce Lunara Aesthetic II, a publicly released, ethically sourced image dataset designed to support controlled evaluation and learning of contextual consistency in modern im…
Moonworks Lunara Aesthetic Dataset
Yan Wang, Sayeef Abdullah, Partho Hassan +1
The dataset spans diverse artistic styles, including regionally grounded aesthetics from the Middle East, Northern Europe, East Asia, and South Asia, alongside general categories s…