https://www.math.snu.ac.kr/board/files/attach/images/701/ff97c54e6e21a4ae39315f9a12b27314.png
Extra Form
강연자 현윤석
소속 인하대학교
date 2022-11-17

 

In recent years, artificial intelligence has made remarkable progress in developing algorithms that can learn from vast amounts of carefully labeled data. This paradigm of supervised learning has made great success in training specialist models that perform extremely well on the task they were trained to do, but there’s a limit to building more intelligent, generalized models without a massive amount of labeled data.
Self-supervised learning is an unsupervised learning method where the supervised learning task is created out of the unlabeled input data. It enables machines to understand new concepts quickly after seeing only a few examples that are labeled.
In this seminar, we will briefly review the basic concepts of deep learning and computer vision, and explain the recent development of self-supervised learning methods, focusing on representation learning in the field of computer vision.

  

Atachment
첨부 '1'
List of Articles
카테고리 제목 소속 강연자
수학강연회 행렬함수 Permanent의 극소값 결정과 미해결 문제들 file 제주대학교/서울대학교 송석준
수학강연회 Spectral Analysis for the Anomalous Localized Resonance by Plasmonic Structures file 인하대학교 강현배
수학강연회 <학부생을 위한 ɛ 강연> Self-Supervised Learning in Computer Vision file 인하대학교 현윤석
BK21 FOUR Rookies Pitch 2021-2 Rookies Pitch: Number Theory (김지구) file 이화여자대학교 김지구
수학강연회 How to solve linear systems in practice file 이화여대 수학과 민조홍
수학강연회 <학부생을 위한 ɛ 강연> 196884=196883+1 file 이화여대 김현규
수학강연회 Existence of positive solutions for φ-Laplacian systems file 이용훈 수학강연회,특별강연,대중강연
수학강연회 <학부생을 위한 ɛ 강연> 서비스 진보의 관점에서 본 AI technology file 이스트소프트 대표 정상원
수학강연회 Generalized multiscale HDG (hybridizable discontinuous Galerkin) methods for flows in highly heterogeneous porous media file 육군사관학교 문미남
수학강연회 Zeros of linear combinations of zeta functions file 연세대학교 기하서
수학강연회 학부생을 위한 강연: Choi's orthogonal Latin Squares is at least 61 years earlier than Euler's file 연세대학교 송홍엽
수학강연회 On the Schauder theory for elliptic PDEs file 연세대학교 김세익
수학강연회 <학부생을 위한 ε 강연> Variable-driven sociological research with data innovations file 연세대학교 강정한
수학강연회 Birational Geometry of varieties with effective anti-canonical divisors file 연세대학교 최성락
수학강연회 Circular maximal functions on the Heisenberg group file 연세대 수학과 김준일
수학강연회 Symplectic Geometry, Mirror symmetry and Holomorphic Curves file 연세대 수학과 홍한솔
수학강연회 Zeros of the derivatives of the Riemann zeta function file 연세대 기하서
수학강연회 What is model theory? file 연세대 김병한
수학강연회 Hybrid discontinuous Galerkin methods in computational science and engineering file 연세대 박은재
수학강연회 <학부생을 위한 ɛ 강연> Continuous-time Portfolio Selection file 아주대학교 금융공학과 구형건
Board Pagination Prev 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 Next
/ 15