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StochasticSplats: Stochastic Rasterization for Sorting-Free 3D Gaussian Splatting
3D Gaussian splatting (3DGS) is a popular radiance field method, with many application-specific extensions. Most variants rely on the …
Shakiba kheradmand, Delio Vicini, George Kopanas, Dmitry Lagun, Kwang Moo Yi, Mark Matthews, Andrea Tagliasacchi
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3D Gaussian Splatting as Markov Chain Monte Carlo
While 3D Gaussian Splatting has recently become popular for neural rendering, current methods rely on carefully engineered cloning and …
Shakiba kheradmand, Daniel Rebain, Gopal Sharma, Weiwei Sun, Jeff Tseng, Hossam Isack, Abhishek Kar, Andrea Tagliasacchi, Kwang Moo Yi
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Accelerating Neural Field Training via Soft Mining
We present an approach to accelerate Neural Field training by efficiently selecting sampling locations. While Neural Fields have …
Shakiba kheradmand, Daniel Rebain, Gopal Sharma, Hossam Isack, Abhishek Kar, Andrea Tagliasacchi, Kwang Moo Yi
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Accelerating Neural Field Training via Soft Mining
Preimplantation Blastomere Boundary Identification in HMC Microscopic Images of Early Stage Human Embryos
We present a novel method for identification of the boundary of embryonic cells (blastomeres) in Hoffman Modulation Contrast (HMC) …
Shakiba kheradmand, Parvaneh Saeedi, Jason Au, John Havelock
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Preimplantation Blastomere Boundary Identification in HMC Microscopic Images of Early Stage Human Embryos