Siddharth Mishra-Sharma

Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/abs/1909.02005.

smsharma

Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141

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Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs, etc

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Community-sourced list of papers and resources on neural simulation-based inference.

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AI-powered arXiv research assistant prototype.

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Implementation of Consistency Models (Song et al 2023) for few-step image generation in Jax.

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Annotated implementations of equivariant graph neural networks in Jax: EGNN, SEGNN, NequIP.

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