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INFOTH Note 7: Huffman & Arithmetic Coding
Huffman Coding and Arithmetic CodingINFOTH Note 6: Kraft's Inequality, Shannon Code
Codes, Kraft's Inequality, Shannon CodeINFOTH Note 5: Fano Ineq., Entropy Rate, AEP
Fano's Inequality, Markov Chain, Entropy Rate, Asymptotic Equipartition Property and Lossless CompressionINFOTH Note 4: Cond. MI & Cond. KL, Data Processing Ineq.
Conditional Mutual Information, Conditional Relative Entropy, Chain Rule for these things, Properties, and Data Processing InequalityINFOTH Note 3: Relative Ent. (KL), Mutual Info.
Log-sum Ineq., Relative Intropy (aka. KL Divergence) and Mutual InformationINFOTH Note 2: Joint & Conditional Entropy, Chain Rule
Definition of Many Entropies and the Chain Rule. We have a specific def for joint entropy.INFOTH Note 1: Axioms & Def of Entropy
Shannon Entropy, Axioms, Entropy and ConcavityPaper Reading: Pushdown Layers
The paper reading note for Pushdown Layers.
Facial Keypoint Detection by Regression & Pixelwise Classification
From IMM Face Database (regression) and iBUG dataset (Gaussian heatmap & Pixelwise classification). (CS280 FA22 Project 5 & CS180 Final Project 1/3)
Rectified Flow Explained
A simple explanation for the Rectified Flow framework.
2024-11-20
4 min read
