4 citations · 13 across the 9 of their papers we have counts for
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cs.CV2026
ParticleSplat: Self-supervised Object-centric Latent Particle Splatting
Lyuxing He, Daniel Guo, Elizabeth Terveen +3
We present ParticleSplat, a self-supervised object-centric learning method that decomposes scenes into a set of latent ''particles'' representing semantic entities through feedforw…
cs.CV2023★ 1 cited
DDLP: Unsupervised Object-Centric Video Prediction with Deep Dynamic Latent Particles
Tal Daniel, Aviv Tamar
We propose a new object-centric video prediction algorithm based on the deep latent particle (DLP) representation. In comparison to existing slot- or patch-based representations, D…
cs.CV2022★ 3 cited
Unsupervised Image Representation Learning with Deep Latent Particles
Tal Daniel, Aviv Tamar
We propose a new representation of visual data that disentangles object position from appearance. Our method, termed Deep Latent Particles (DLP), decomposes the visual input into l…