[Statistics] Entropy, Cross Entropy & KL divergence
Information Theory
Posts by Tag
- Statistics 15
- CS231n 13
- Paper 9
- Algorithm 7
- Cryptography 5
- Object Detection 4
- Project 4
- Lattice 4
- Adversarial Attack 3
- Segmentation 2
- Forensic 2
- Generative AI 1
- Transformer 1
- Object Tracking 1
- CS244W 1
- Elliptic Curve 1
Statistics
[Statistics] Monte Carlo method
Law of Large Numbers & Monte Carlo method
[Statistics] Bayesian II
Bayesian statistic
[Statistics] Bayesian I
Bayesian statistic
[Statistics] Regression IV
Regression
[Statistics] Regression III
Regression
[Statistics] Regression II
Regression
[Statistics] Regression I
Regression
[Statistics] PCA(Principal Component Analysis)
Basic Linear Algebra, Principal Component Analysis
[Statistics] Statistical Analysis
ANOVA, Cross Tabulation, Correlation Analysis
[Statistics] Hypothesis Testing II
statistical hypothesis test
[Statistics] Hypothesis Testing I
statistical hypothesis test
[Statistics] Statistical Estimation
Statistical Estimation
[Statistics] t, chi-squared, F distribution
t, chi-squared, F distribution
[Statistics] CLT & DoF
Central Limit Theorem & Degrees of Freedom
CS231n
[CS231n] 13.Attention
CS231n Lecture Note
[CS231n] 12.Segmentation
CS231n Lecture Note
[CS231n] 11.CNNs in practice
CS231n Lecture Note
[CS231n] 10.RNN, LSTM
CS231n Lecture Note
[CS231n] 9.Visualizations, Adversarial examples
CS231n Lecture Note
[CS231n] 8.Localization, Detection
CS231n Lecture Note
[CS231n] 7.CNN Architectures
CS231n Lecture Note
[CS231n] 6.CNN
CS231n Lecture Note
[CS231n] 5.Training Neural Networks2
CS231n Lecture Note
[CS231n] 4.Training Neural Networks
CS231n Lecture Note
[CS231n] 3.Back Propagation
CS231n Lecture Note
[CS231n] 2.Loss Functions and Optimization
CS231n Lecture Note
[CS231n] 1.Image Classification
CS231n Lecture Note
Paper
Latent Dynamics
Paper: Learning Latent Dynamics for Planning from Pixels
Kalman Filiter & Hugarian Algorithm
Object Tracking
YOLOv9 Paper
YOLOv9 Paper
DDPM
stable diffusion
SCYLLA IoU
SIoU BBox Loss
HopSkipJumpAttack
HopSkipJumpAttack Paper Review
U-net Paper
U-net Paper
Backdoor Attack
Backdoor Attack paper review
Shadow Attack
Shadow Attack paper review
Algorithm
Satisfiability Problem
Satisfiability Problem
Euler Tour Technique
Euler Tour Technique & Heavy Light Decomposition
Segment Tree
Segment Tree, Merge Sort Tree, Persistant Segment Tree, Lazy Propagation Segment Tree
Maximum Flow & Max-flow Min-cut
Maximum Flow & Max-flow Min-cut Theorem
Point in polygon
Point In Polygon test using ccw
Dijkstra
shortest path algorithm
Traveling Salesman Problem
Traveling Salesman Problem using DP and Bitmask
Cryptography
Application of Lattice Reduction
Application of Lattice Reduction
Kannan’s Embedding
Babai’s Algorithm and Kannan’s Embedding for Solving CVP
LLL Algorithm
Lattice Reduction
Lattice and SVP, CVP
Lattice and Lattice Problems
Elliptic Curve
Elliptic Curve
Object Detection
YOLOv9 Paper
YOLOv9 Paper
Military Aircraft Detection with YOLOv8
YOLOv8 Project
YOLOv4 from scratch
YOLOv4 from scratch
SCYLLA IoU
SIoU BBox Loss
Project
Dr.Raum
Brain Tumor Segmentation using U-Net Transformer
Military Aircraft Detection with YOLOv8
YOLOv8 Project
ServalShell
NL to Bash AI project
YOLOv4 from scratch
YOLOv4 from scratch
Lattice
Application of Lattice Reduction
Application of Lattice Reduction
Kannan’s Embedding
Babai’s Algorithm and Kannan’s Embedding for Solving CVP
LLL Algorithm
Lattice Reduction
Lattice and SVP, CVP
Lattice and Lattice Problems
Adversarial Attack
HopSkipJumpAttack
HopSkipJumpAttack Paper Review
Backdoor Attack
Backdoor Attack paper review
Shadow Attack
Shadow Attack paper review
Segmentation
Dr.Raum
Brain Tumor Segmentation using U-Net Transformer
U-net Paper
U-net Paper
Forensic
[Forensic] Registry
Registry
[Forensic] File System
File System
Generative AI
DDPM
stable diffusion
Transformer
ServalShell
NL to Bash AI project
Object Tracking
Kalman Filiter & Hugarian Algorithm
Object Tracking
CS244W
[CS224W] 1.Graphs
CS224W Lecture Note
Elliptic Curve
Elliptic Curve
Elliptic Curve