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Xinjian Li

0x155 Galaxy

Xinjian Li

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Research
Research
- Index
- Dissertation
- Publications
- Readings
  Readings
  - Index
  - 0x0 ML
    0x0 ML
    
    Bayesian
    
    Classical
    
    Game
    
    Generalization
  - 0x1 DL
    0x1 DL
    
    Efficiency
    
    Optimization
    
    Optimization
    
    Transformer
  - 0x2 CV
    0x2 CV
    
    Multimodal
    
    Tasks
  - 0x3 NLP
    0x3 NLP
    
    LLM
    
    Task
    
    Todo
  - 0x4 Speech
    0x4 Speech
    
    ASR
    
    Alignment
    
    Dataset
    
    Multimodal
    
    SLM
    
    TTS
Software
Software
- Software
Notes
Notes
- Notes
- 0x0 Mathematics
  0x0 Mathematics
  - 0x00 Foundation
    0x00 Foundation
    
    0x000 Set Theory
    
    0x001 Topology
    
    0x002 Number
    
    0x003 Sequence
    
    0x004 Matrix
  - 0x01 Algebra
    0x01 Algebra
    
    0x010 Abstract Algebra
    
    0x011 Linear Algebra
  - 0x02 Analysis
    0x02 Analysis
    
    0x020 Foundation
    
    0x021 Complex Analysis
    
    0x022 Real Analysis
    
    0x023 Functional Analysis
    
    0x024 Fourier Analysis
  - 0x03 Geometry
    0x03 Geometry
    
    0x030 Foundation
    
    0x031 Curve and Surface
    
    0x032 Differential Geometry
  - 0x04 Applied
    0x04 Applied
    
    0x040 Probability
    
    0x041 Stochastics
    
    0x042 Parametric Distribution
    
    0x043 Convex Optimization
    
    0x044 Graph
    
    0x045 Combinatorics
    
    0x046 Differential Equation
- 0x1 Science
  0x1 Science
  - 0x10 Subatom
    0x10 Subatom
    
    0x100 Standard Model
    
    0x101 Quantum Mechanics
  - 0x11 Classical Physics
    0x11 Classical Physics
    
    0x110 Classical Mechanics
    
    0x111 Electrodynamics
    
    0x112 Thermodynamics
    
    0x113 Statistical Mechanics
  - 0x12 Chemistry
    0x12 Chemistry
    
    0x120 Foundation
  - 0x13 Biology
    0x13 Biology
    
    0x130 Cell
  - 0x14 Economics
    0x14 Economics
    
    0x140 Microeconomics
    
    0x141 Macroeconomics
    
    0x142 Game-Theory
  - 0x15 Earth Science
    0x15 Earth Science
    
    0x150 Geology
  - 0x16 Astronomy
    0x16 Astronomy
    
    0x160 Foundation
    
    0x161 Astrophysics
    
    0x162 Observatory
    
    0x153 Planet
    
    0x154 Star
    
    0x155 Galaxy 0x155 Galaxy
    Table of contents
    
    History
- 0x2 Engineering
  0x2 Engineering
  - 0x20 Mechanical Engineering
    0x20 Mechanical Engineering
    
    0x200 Foundation
    
    0x201 Mechanism
    
    0x202 Optimal Control
  - 0x21 Electronic Engineering
    0x21 Electronic Engineering
    
    0x210 Signal Processing
    
    0x211 Semiconductor
    
    0x212 Analog Circuits
    
    0x213 Digital Circuits
    
    0x214 Integrated Circuit
    
    0x215 Telecommunication
  - 0x22 Computer Engineering
    0x22 Computer Engineering
    
    0x220 Foundation
    
    0x221 Microarchitecture
    
    0x222 Architecture
    
    0x222 Computer Organization
  - 0x23 Quantum Engineering
    0x23 Quantum Engineering
    
    0x230 Foundation
- 0x3 Computer Science
  0x3 Computer Science
  - 0x30 Theory
    0x30 Theory
    
    0x300 Computation
    
    0x301 Complexity
    
    0x302 Information Theory
    
    0x303 Cryptography
  - 0x31 Algorithm
    0x31 Algorithm
    
    0x310 Arithmetic
    
    0x311 Numerical Algorithm
    
    0x312 Continuous-Optimization
    
    0x313 Sort & Search
    
    0x314 Combinatorial Optimization
    
    0x315 Sequence
  - 0x32 Operating System
    0x32 Operating System
    
    0x320 Foundation
    
    0x321 Concurrency
    
    0x322 Memory
    
    0x323 File System
    
    0x324 Linux Admin
    
    0x325 Windows Admin
  - 0x33 Execution
    0x33 Execution
    
    0x330 Assembler
    
    0x331 Linker
    
    0x332 Compiler
    
    0x333 Build
    
    0x334 Runtime
  - 0x34 Language
    0x34 Language
    
    0x340 Foundation
    
    0x341 C
    
    0x342 C++
    
    0x343 Java
    
    0x344 JavaScript
    
    0x345 Go
    
    0x346 Python
    
    0x347 SQL
    
    0x348 HTML/CSS
  - 0x35 Network
    0x35 Network
    
    0x350 Physical and Link
    
    0x351 Network and Transport
    
    0x352 Application
    
    0x353 Browser
    
    0x354 Server
    
    0x355 Security
  - 0x36 Local Systems
    0x36 Local Systems
    
    0x360 Foundation
    
    0x361 Computing
    
    0x362 Database
    
    0x363 Storage
    
    0x364 Virtualization
  - 0x37 Distributed Systems
    0x37 Distributed Systems
    
    0x370 Foundation
    
    0x371 Computing
    
    0x372 Database
    
    0x373 Storage
    
    0x374 Virtualization
    
    0x375 Search Engine
- 0x4 Machine Learning
  0x4 Machine Learning
  - 0x40 Statistics
    0x40 Statistics
    
    0x400 Foundation
    
    0x401 Classical Inference
    
    0x402 Bayesian Inference
    
    0x403 Parametric Models
    
    0x404 Nonparametric Models
  - 0x41 Model
    0x41 Model
    
    0x410 Foundation
    
    0x411 Classical Model
    
    0x412 Bayesian Model
    
    0x413 Reinforcement Learning
  - 0x42 Vision
    0x42 Vision
    
    0x420 Foundation
    
    0x421 Representations
    
    0x422 Model
  - 0x43 Language
    0x43 Language
    
    0x430 Foundation
    
    0x431 Representations
    
    0x432 Model
  - 0x44 Speech
    0x44 Speech
    
    0x440 Foundation
    
    0x441 Representations
    
    0x442 Classical Model
- 0x5 Deep Learning
  0x5 Deep Learning
  - 0x50 Foundation
    0x50 Foundation
    
    0x500 Theory
    
    0x501 Optimization
    
    0x502 Efficiency
    
    0x503 Reinforcement Learning
    
    0x504 Multitask Learning
    
    0x505 Data
  - 0x51 System
    0x51 System
    
    0x500 Accelerator
    
    0x501 Backend
    
    0x502 Frontend
    
    0x504 Distribution
  - 0x52 Model
    0x52 Model
    
    0x520 MLP
    
    0x521 Sequence
    
    0x522 Convolution
    
    0x523 Graph
    
    0x513 Transformer
  - 0x53 Generation
    0x53 Generation
    
    0x530 Adversarial
    
    0x531 VAE
    
    0x532 Flow
    
    0x533 Diffusion Model
    
    0x534 Autoregressive Model
    
    0x535 Energy-based Model
  - 0x54 Language
    0x54 Language
    
    0x540 Encoder Model
    
    0x541 Decoder Model
    
    0x542 Adaptation
    
    0x531 Task
  - 0x55 Vision
    0x55 Vision
    
    0x550 Task
  - 0x56 Speech
    0x56 Speech
    
    0x560 Model
    
    0x561 Task

0x155 Galaxy

History

1610: Galileo Galilei saw Milky Way galaxy as individual stars
1785: Herschel
1920: The Great Debate (Shapley vs Curtis)