Siddharth Mishra-Sharma
Results
6
repositories owned by
Siddharth Mishra-Sharma
mining-for-substructure-lens
28
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10
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Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/abs/1909.02005.
point-cloud-galaxy-diffusion
17
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3
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Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141
minified-generative-models
44
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6
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Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs, etc
awesome-neural-sbi
65
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3
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Community-sourced list of papers and resources on neural simulation-based inference.
AIrXiv
68
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5
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AI-powered arXiv research assistant prototype.
consistency-models
16
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1
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Implementation of Consistency Models (Song et al 2023) for few-step image generation in Jax.