CS231n(2016): Convolutional Neural Networks for Visual Recognition
Lecture Review
작성자
관리자
작성일
2020-03-12 10:45
조회
4523
Study 기간: 2017. 01. ~ 2017. 03.
참여 인원: 지도교수 강필성, 박사과정 김준홍, 김창엽, 통합과정 김형석, 김동화, 박민식, 서승완, 석사과정 김보섭, 김해동, 조수현, 서덕성, 박재선, 이기창, 모경현, 정재윤, 장명준
대상 강의: http://cs231n.stanford.edu/syllabus.html
발표 영상: YouTube Playlist
| 일시 | Chapter | 발표자 | 발표/실습자료 | 발표영상 |
| 2017-01-10 | 1. Intro to Computer Vision, historical context. (week 1) | 모경현 | 발표자료 | " target="_blank" rel="noopener">발표영상 |
| 2017-01-12 | 2. Image classification and the data-driven approach k-nearest neighbor Linear classification I (week 2) | 서덕성 | 발표자료 실습자료 |
" target="_blank" rel="noopener">발표영상 |
| 2017-01-16 | 3. Linear classification II Higher-level representations, image features Optimization, stochastic gradient descent (week 3) | 김창엽 | 발표자료 | " target="_blank" rel="noopener">발표영상 |
| 2017-01-18 | 4. Backpropagation Introduction to neural networks (week 4) | 김해동 | 발표자료 | " target="_blank" rel="noopener">발표영상 |
| 2017-01-24 | 5. Training Neural Networks Part 1 (week 5) | 김준홍 | 발표자료 | " target="_blank" rel="noopener">발표영상 |
| 2017-01-26 | 6. Training Neural Networks Part 2 (week 6) | 김준홍 | 발표자료 | " target="_blank" rel="noopener">발표영상 |
| 2017-01-31 | 7. Convolutional Neural Networks (week 7) | 김보섭 | 발표자료 | " target="_blank" rel="noopener">발표영상 |
| 2017-02-02 | 8. ConvNets for spatial localization Object detection (week 8) | 박민식 | 발표자료 | " target="_blank" rel="noopener">발표영상 |
| 2017-02-07 | 9. Understanding and visualizing Convolutional Neural Networks Backprop into image (week 9) | 김동화 | 발표자료 | " target="_blank" rel="noopener">발표영상 |
| 2017-02-09 | 10. Recurrent Neural Networks (week 10) | 이기창 | 발표자료 | " target="_blank" rel="noopener">발표영상 |
| 2017-02-13 | 11. Training ConvNets in practice (week 11) | 서덕성 | 발표자료 | " target="_blank" rel="noopener">발표영상 |
| – | Overview of Caffe/Torch/Theano/TensorFlow (week 12) | Skip | ||
| 2017-02-24 | 12. Segmentation, Soft attention models, Spatial transformer networks (week 13) | 박재선 | 발표자료 | " target="_blank" rel="noopener">발표영상 |
| 2017-03-03 | 13. ConvNets for videos Unsupervised learning (week 14) | 김동화 | 발표자료 | " target="_blank" rel="noopener">발표영상 |
| – | Invited Talk by Jeff Dean (week 15) | Skip | ||
전체 0
댓글을 남기려면 로그인하세요.
전체 502
| 번호 | 제목 | 작성자 | 작성일 | 추천 | 조회 |
| 공지사항 |
Paper Reviews 2019 Q3
관리자
|
2020.03.12
|
추천 0
|
조회 10452
|
관리자 | 2020.03.12 | 0 | 10452 |
| 공지사항 |
Paper Reviews 2019 Q2
관리자
|
2020.03.12
|
추천 0
|
조회 9062
|
관리자 | 2020.03.12 | 0 | 9062 |
| 공지사항 |
Paper Reviews 2019 Q1
관리자
|
2020.03.12
|
추천 0
|
조회 10175
|
관리자 | 2020.03.12 | 0 | 10175 |
| 499 |
[Paper Review]SLMREC: Distilling Large Language Models Into Small For Sequential Recommendation (6)
Doyoon Kim
|
2025.05.01
|
추천 0
|
조회 71
|
Doyoon Kim | 2025.05.01 | 0 | 71 |
| 498 |
[Paper Review] TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables (16)
Sunghun Lim
|
2025.04.24
|
추천 0
|
조회 162
|
Sunghun Lim | 2025.04.24 | 0 | 162 |
| 497 |
[Paper Review] Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models (17)
Suyeon Shin
|
2025.04.21
|
추천 0
|
조회 145
|
Suyeon Shin | 2025.04.21 | 0 | 145 |
| 496 |
[Paper Review] Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective (15)
Woongchan Nam
|
2025.04.16
|
추천 0
|
조회 182
|
Woongchan Nam | 2025.04.16 | 0 | 182 |
| 495 |
[Paper Review] Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding (17)
Kiyoon Jeong
|
2025.04.16
|
추천 0
|
조회 331
|
Kiyoon Jeong | 2025.04.16 | 0 | 331 |
| 494 |
[Paper Review] Reasoning over Time Series with LLMs (16)
Hyeongwon Kang
|
2025.04.09
|
추천 0
|
조회 360
|
Hyeongwon Kang | 2025.04.09 | 0 | 360 |
| 493 |
[Paper Review] Accurate predictions on small data with a tabular foundation model (17)
Jaehyuk Heo
|
2025.04.02
|
추천 0
|
조회 354
|
Jaehyuk Heo | 2025.04.02 | 0 | 354 |
| 492 |
[Paper Review] Reasoning and Reinforcement Learning for LLM (16)
Jaehee Kim
|
2025.04.02
|
추천 0
|
조회 342
|
Jaehee Kim | 2025.04.02 | 0 | 342 |
| 491 |
[Paper Review] LLM based Recommender Systems : EAGER-LLM (20)
Jungho Lee
|
2025.04.02
|
추천 0
|
조회 291
|
Jungho Lee | 2025.04.02 | 0 | 291 |
| 490 |
[Paper Review] Data-driven discovery of coordinates and governing equations (18)
Hankyeol Kim
|
2025.03.25
|
추천 0
|
조회 266
|
Hankyeol Kim | 2025.03.25 | 0 | 266 |
Data Science & Business Analytics Lab.
Department of Industrial Engineering, College of Engineering,
Seoul National University
Contact Us
- 강필성 교수 (pilsung_kang@snu.ac.kr)
서울특별시 관악구 관악로 1 서울대학교 공과대학 39동 301호 - 대학원 연구실 (총무 허재혁 : jaehyuk.heo@snu.ac.kr)
서울특별시 관악구 관악로 1 서울대학교 공과대학 39동 411호