• The Orthogonal Matching Pursuit Update Step

    SEP 10, 2021 — PROOFS

    Auxiliary derivation and explanation

  • Deriving the Variational ELBO from Bayes’ Theorem

    AUG 10, 2021 — PROOFS

    Succint, direct and comprehensive derivation with interpretation

  • Feature map of the Gaussian RBF Kernel

    JUL 23, 2020 — PROOFS

    Explicit expression with direct proof

  • Project Highlights

    JUL 12, 2020 — CREATIONS, PERSONAL, UTILITIES

    Brief summary showcasing some of my past work

  • Distribution-Aware Heatmap Decoder for Human Pose Estimation

    JUN 8, 2020 — UTILITIES

    PyTorch implementation

  • Intuition on Conditional VAEs

    MAY 7, 2020 — EXPLORATIONS

    Putting explicit knowledge into the latent VAE space

  • Factorization of a Multivariate Normal Distribution

    DEC 10, 2019 — PROOFS

    A mathematical proof and brief explanation

  • The other Keyboard

    DEC 10, 2019 — PERSONAL

    Some memories of my time as pianist

  • About This Blog

    DEC 10, 2019 — PERSONAL

    Introducing this blog and its purpose

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