5 citations · 6 across the 5 of their papers we have counts for
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cs.CV2025
Dreamweaver: Learning Compositional World Models from Pixels
Junyeob Baek, Yi-Fu Wu, Gautam Singh +1
Humans have an innate ability to decompose their perceptions of the world into objects and their attributes, such as colors, shapes, and movement patterns. This cognitive process e…
cs.CV2023★ 1 cited
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models
Yeongbin Kim, Gautam Singh, Junyeong Park +2
Systematic compositionality, or the ability to adapt to novel situations by creating a mental model of the world using reusable pieces of knowledge, remains a significant challenge…
cs.CV2023★ 5 cited
Object-Centric Slot Diffusion
Jindong Jiang, Fei Deng, Gautam Singh +1
The recent success of transformer-based image generative models in object-centric learning highlights the importance of powerful image generators for handling complex scenes. Howev…