Has detailed setup for ELBO
https://arxiv.org/abs/1906.02691
Kingma, D. P., & Welling, M. (2019). An introduction to variational autoencoders. Foundations and Trends® in Machine Learning, 12(4), 307–392. https://doi.org/10.1561/2200000056
Posts Tagged ‘from’
1906.02691 An Introduction to Variational Autoencoders
March 2, 2025Unsupervised Feature Learning and Deep Learning Tutorial
March 2, 2025ML | Stochastic Gradient Descent (SGD) – GeeksforGeeks
March 2, 2025Investigating spatial dynamics in spatial omics data with StarTrail | bioRxiv
March 2, 2025https://www.biorxiv.org/content/10.1101/2024.05.08.593025v1
Chen, J., Xiong, C., Sun, Q., Wang, G. W., Gupta, G. P., Halder, A., Li, Y., & Li, D. (2024). Investigating spatial dynamics in spatial omics data with StarTrail. bioRxiv (Cold Spring Harbor Laboratory). https://doi.org/10.1101/2024.05.08.593025
1803.00567 Computational Optimal Transport
March 1, 2025https://arxiv.org/abs/1803.00567
explains the dual problem well
Peyré, G., & Cuturi, M. (2018, March 1). Computational Optimal transport. arXiv.org. https://arxiv.org/abs/1803.00567
tutorial_on_optimal_transport.pdf
2312.07511 A Hitchhiker’s Guide to Geometric GNNs for 3D Atomic Systems
March 1, 2025https://arxiv.org/abs/2312.07511
Duval, A., Mathis, S., V., Joshi, C. K., Schmidt, V., Miret, S., Malliaros, F. D., Cohen, T., Liò, P., Bengio, Y., & Bronstein, M. (2023, December 12). A Hitchhiker’s guide to Geometric GNNs for 3D atomic Systems. arXiv.org. https://arxiv.org/abs/2312.07511
Good intuition on spherical harmonics
Diffusion Tutorial
March 1, 2025Some tutorials on diffusion models:
[An Arxiv Tutorial]
https://arxiv.org/pdf/2403.18103
https://arxiv.org/abs/2403.18103
Chan, S. H. (2024, March 26). Tutorial on diffusion models for imaging and vision. arXiv.org. https://arxiv.org/abs/2403.18103
has master equation, forward & back SDE, relationship of SDE to p(x)
[Also, Some Useful Blogs]
https://baincapitalventures.notion.site/Diffusion-Without-Tears-14e1469584c180deb0a9ed9aa6ff7a4c https://yang-song.net/blog/2021/score/
https://lilianweng.github.io/posts/2021-07-11-diffusion-models/
tutorial on transformer
March 1, 2025https://www.datacamp.com/tutorial/how-transformers-work
How Transformers Work: A Detailed Exploration of Transformer Architecture
Explore the architecture of Transformers, the models that have revolutionized data handling through self-attention mechanisms.
Jan 9, 2024 · 15 min read
GCM2 – Wikipedia
March 1, 2025https://en.wikipedia.org/wiki/GCM2
QT:{{”
The Drosophila ‘glial cells missing’ (gcm) gene is thought to act as a binary switch between neuronal and glial cell determination. The gcm protein and mammalian gcm homologs contain a conserved N-terminal gcm motif that has DNA-binding activity. See GCM1 (MIM 603715).[supplied by OMIM]
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linkstream2 microblog 