Tags

Algorithm

November 06, 2021 » 세그먼트 트리(Segment Tree) 응용
November 06, 2021 » 세그먼트 트리(Segment Tree)
August 14, 2021 » 위상정렬(Topological sort)
August 07, 2021 » 최소 스패닝 트리(MST:Minimum Spanning Tree)
August 06, 2021 » 서로소 집합(Disjoint set union)
August 02, 2021 » 투 포인터(Two pointer)
July 29, 2021 » 트리(Tree)
July 28, 2021 » 그래프(Grpah) 와 관련된 이론
July 25, 2021 » 다익스트라 알고리즘(Dijkstra)
July 21, 2021 » 이진 탐색(Binary Search)

CLIP

October 29, 2022 » Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains

CS224N

May 09, 2022 » (Winter 2021)|Lecture 12 Natural Language Generation
February 12, 2022 » (Winter 2020)|BERT and Other Pre-trained Language Models
February 04, 2022 » (Winter 2021)|Lecture 11 Question Answering
January 26, 2022 » (Winter 2021)|Lecture 10 Transformers and Pretraining
January 20, 2022 » (Winter 2021)CS224N|Lecture 9 Self- Attention and Transformers
January 10, 2022 » (Winter 2021)CS224N|Lecture 8 Final Projects. Practical Tips
November 21, 2021 » CS224N|Lecture 8 Machine Translation, Seq2Seq and Attention
November 18, 2021 » CS224N|Lecture 7 Vanishing Gradients, Fancy RNNs
October 26, 2021 » CS224N|Lecture 6 Recurrent Neural Networks and Language Models
August 16, 2021 » CS224N|Lecture 5 Linguistic Structure Dependency Parsing
August 10, 2021 » CS224N|Lecture 4 Backpropagation and Computation Graphs
August 07, 2021 » CS224N|Lecture 3 Word Window Classification, Neural Networks, Matrix Calculus
August 05, 2021 » CS224N|Lecture 2 Word Vectors and Word Senses
August 01, 2021 » CS224N|Lecture 1 Introduction and Word Vectors

CS285

October 04, 2022 » CS285 | Lecture 4 Introduction to Reinforcement Learning
September 08, 2022 » CS285 | Lecture 2 Supervised Learning of Behaviors
September 08, 2022 » CS285 | Lecture 1 Introduction and Course Overview

CUDA

January 10, 2023 » CUDA Crash Course | Vector Addition

Codeforce

November 05, 2021 » Codeforces Hello 2020 (div.2)
August 22, 2021 » Codeforces Round#739 (Div. 3)
August 02, 2021 » Codeforce Round#734 (Div. 3)

Competition

September 10, 2018 » PACE Global Annual Forum GM Warren 2018 후기

Computer Vision

October 29, 2022 » Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains

Conference

April 26, 2023 » Review | 이제는 AI가 읽고(Language), 보고(Vision), 생성하는 Large-scale Multimodal의 시대입니다.
February 02, 2023 » Review | Reinforcement Learning in Recommender Systems | Some Challenges
May 12, 2022 » Review | Knowledge-enhanced text generation on colloquial language
April 29, 2022 » Review | Business AI 고민? HyperCLOVA에게 무엇이든 물어보살

Contrastive learning

May 25, 2022 » Simple Contrastive Learning of Sentence Embeddings(SimCSE, EMNLP 2021)

Flask

November 16, 2021 » HTTP의 구조 및 핵심 요소
November 11, 2021 » ping - pong api
November 11, 2021 » 현대 웹 시스템 구조 및 아키텍쳐

GPU

January 10, 2023 » CUDA Crash Course | Vector Addition

Github

December 24, 2021 » Github 사용법

Graph Neural Network

September 04, 2022 » Session-based Recommendation with Graph Neural Networks

Java

May 24, 2022 » 스프링 입문 | 스프링 빈과 의존관계 설정
May 18, 2022 » 스프링 입문 | 회원 관리 예제 - 백엔드 개발
May 17, 2022 » 스프링 웹 개발 기초

Linux

November 30, 2021 » Linux | Signal and Signal Processing
October 29, 2021 » Linux | File
October 29, 2021 » Linux | Basic Concept & Terminology
October 29, 2021 » Linux | Makefile
October 27, 2021 » Linux | basic command

MLops

November 26, 2023 » ML/MLops 실제 서비스 구축 예시

Machine Learning

February 20, 2023 » Perplexity
July 24, 2022 » Support Vector Machine (1)

Natural Language Processing

August 07, 2022 » Reducing the high cost of training NLP models with SRU++
June 26, 2022 » Metrics about Language Model
May 25, 2022 » Simple Contrastive Learning of Sentence Embeddings(SimCSE, EMNLP 2021)
May 12, 2022 » Review | Knowledge-enhanced text generation on colloquial language
May 12, 2022 » KOAS: Korean Text Offensiveness Analysis System(EMNLP 2021)
March 30, 2022 » The Illustrated Transformer
January 20, 2022 » Attention Is All You Need

Network

December 06, 2021 » Network | Congestion Packets
December 04, 2021 » Network | Delivery and Forwarding of IP Packets
November 30, 2021 » Network | IPv4 Addresses

PS

November 04, 2021 » 팰린드롬(palindrome) 시리즈
October 05, 2021 » solved.ac class 5 밀기 (1)
October 02, 2021 » LIS(Longest Increasing Subsequence) 시리즈

Paper

April 27, 2023 » Understanding Choice Overload in Recommender Systems (RecSys 2010)
September 04, 2022 » Session-based Recommendation with Graph Neural Networks
August 07, 2022 » Reducing the high cost of training NLP models with SRU++
May 25, 2022 » Simple Contrastive Learning of Sentence Embeddings(SimCSE, EMNLP 2021)
May 12, 2022 » KOAS: Korean Text Offensiveness Analysis System(EMNLP 2021)
January 20, 2022 » Attention Is All You Need
January 13, 2022 » Neural Graph Collaborative Filtering (SIGIR 2019)
December 28, 2021 » Neural Collaborative Filtering (WWW 2017)
December 21, 2021 » Matrix Factorization Techniques for Recommender Systems

Python

January 25, 2023 » from collections import Counter
February 03, 2022 » Multitasking in Python
February 01, 2022 » How does asyncio work?(1)
January 30, 2022 » Session object in requests module
January 21, 2022 » super, c3 linearization, MRO에 대해서
January 20, 2022 » 인자에 대한 이터레이션을 할 때는 방어적으로 해라
January 19, 2022 » 리스트를 반환하기보다는 제너레이터를 사용하라
January 02, 2022 » Handling Large dataset in python(2)
January 02, 2022 » Handling Large dataset in python(1)
November 21, 2021 » 변수 영역과 클로저의 상호작용 방식을 이해하라
November 17, 2021 » None을 반환하기보다는 예외를 발생시켜라
November 16, 2021 » 함수가 여러값을 반환할때, 네개 이상 언패킹 하지 말라
November 15, 2021 » __missing__을 사용해 키에 따라 다른 디폴트 값을 생성하는 방법을 알아두라
November 11, 2021 » 원소가 없는 경우를 처리할 때 defaultdict을 사용하라
November 10, 2021 » 딕셔너리 키가 없는 경우 get을 사용하라
November 09, 2021 » 딕셔너리 삽입 순서에 의존할 때는 조심하라
November 08, 2021 » 복잡한 기준을 사용해 정렬할 때는 key parameter를 사용하라
November 06, 2021 » slicing 보다는 나머지를 모두 잡아내는 unpacking을 사용하라
November 04, 2021 » stride와 slice를 한 식에 함께 사용하지 마라
November 03, 2021 » 시퀀스를 슬라이스하는 방법
September 08, 2021 » 대입식을 사용해 반복을 피하라
September 01, 2021 » for나 while 루프 뒤에 else 블록을 사용하지 말라
September 01, 2021 » 여러 iterator에 대해 나란히 루프를 수행하려면 zip을 사용해라
August 30, 2021 » range 보다는 enumerate를 사용하라
August 30, 2021 » index를 사용하는 대신 대입을 사용해 데이터를 unpacking 하라
August 29, 2021 » Complex expression을 쓰는 대신 Helper function를 작성하라
August 23, 2021 » C style string format과 f-string을 통한 interpolation
August 21, 2021 » Bytes와 str의 차이
August 21, 2021 » PEP 8 스타일 가이드
August 12, 2021 » 일급 객체로서 의 함수 (first-class function)

Pytorch

January 26, 2022 » torch.contiguous
January 25, 2022 » torch.tensor reshape
January 24, 2022 » Multi-GPU in Pytorch(1)
January 24, 2022 » nn.Sequential과 nn.ModuleList의 차이점
December 24, 2021 » GPU 할당해서 사용하는법

Recommendation System

April 27, 2023 » Understanding Choice Overload in Recommender Systems (RecSys 2010)
April 26, 2023 » Review | 이제는 AI가 읽고(Language), 보고(Vision), 생성하는 Large-scale Multimodal의 시대입니다.
February 02, 2023 » Review | Reinforcement Learning in Recommender Systems | Some Challenges
September 04, 2022 » Session-based Recommendation with Graph Neural Networks
April 29, 2022 » Review | Business AI 고민? HyperCLOVA에게 무엇이든 물어보살
January 13, 2022 » Neural Graph Collaborative Filtering (SIGIR 2019)
December 28, 2021 » Neural Collaborative Filtering (WWW 2017)
December 21, 2021 » Matrix Factorization Techniques for Recommender Systems

Reinforcement Learning

February 02, 2023 » Review | Reinforcement Learning in Recommender Systems | Some Challenges
November 21, 2022 » Hybrid Simulator Identification for Domain Adaptation via Adversarial Reinforcement Learning
October 04, 2022 » CS285 | Lecture 4 Introduction to Reinforcement Learning
September 15, 2022 » Generative Adversarial Imitation Learning
September 08, 2022 » CS285 | Lecture 2 Supervised Learning of Behaviors
September 08, 2022 » CS285 | Lecture 1 Introduction and Course Overview

Spring boot

May 24, 2022 » 스프링 입문 | 스프링 빈과 의존관계 설정
May 18, 2022 » 스프링 입문 | 회원 관리 예제 - 백엔드 개발
May 17, 2022 » 스프링 웹 개발 기초

Transfer RL

November 21, 2022 » Hybrid Simulator Identification for Domain Adaptation via Adversarial Reinforcement Learning
September 15, 2022 » Generative Adversarial Imitation Learning

etc

September 07, 2022 » 2022년 상반기 회고
May 15, 2022 » 글또 7기 다짐글
December 31, 2021 » 2021년 회고