ball-blog
  • Welcome, I'm ball
  • Machine Learning - Basic
    • Entropy
    • Cross Entropy
    • KL-Divergence
    • Monte-Carlo Method
    • Variational Auto Encoder
    • SVM
    • Adam Optimizer
    • Batch Normalization
    • Tokenizer
    • Rotary Positional Encoding
    • Vector Quantized VAE(VQ-VAE)
    • DALL-E
    • Diffusion Model
    • Memory Layers at Scale
    • Chain-of-Thought
  • Einsum
  • Linear Algebra
    • Linear Transformation
    • Determinant
    • Eigen-Value Decomposition(EVD)
    • Singular-Value Decomposition(SVD)
  • AI Accelerator
    • CachedAttention
    • SGLang
    • CacheBlend
  • Reinforcement Learning
    • Markov
  • Policy-Improvement Algorithm
  • Machine Learning - Transformer
    • Attention is All you need
    • Why do we need a mask in Transformer
    • Linear Transformer
    • kr2en Translator using Tranformer
    • Segment Anything
    • MNIST, CIFAR10 Classifier using ViT
    • Finetuning PaliGemma using LoRA
    • LoRA: Low-Rank Adaptation
  • EGTR: Extracting Graph from Transformer for SGG
  • Machine Learning - Mamba
    • Function Space(Hilbert Space)
    • HIPPO Framework
    • Linear State Space Layer
    • S4(Structures Space for Sequence Model)
    • Parallel Scan Algorithm
    • Mamba Model
  • Computer System
    • Memory Ordering: Release/Acquire 1
    • Memory Ordering: Release/Acquire 2
    • BUDAlloc
    • Lock-free Hash Table
    • Address Sanitizer
  • App development
    • Bluetooth connection in linux
    • I use Bun!
    • Using Tanstack-query in Frontend
    • Deploying AI Service using EC2
  • Problem Solving
    • Bipartite Graph
    • Shortest Path Problem in Graph
    • Diameter of a Tree
  • Scribbles
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Welcome, I'm ball

Last updated 3 months ago

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Hi, I'm CS major undergraduate student at KAIST(Korean Advanced Institute of Science Technology).

I am interested in Computer System(OS, Architecture), and also deep-diving into AI.

I am happy to organize my work in this blog. Please feel free to leave comments or contact me.

Thank you!

Contact

LinkedIn:

Email: choijinho817@gmail.com

https://www.linkedin.com/in/jinho-choi-921432215
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