# Deep Learning
(2019)VoxelMorph: A Learning Framework for Deformable Medical Image Registration
VoxelMorph: A Learning Framework for Deformable Medical Image Registration 논문 리뷰
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(2021)Convolution-Free Medical Image Segmentation using Transformers
Convolution-Free Medical Image Segmentation using Transformers 논문 리뷰
[ML] Model Agnostic
출처(https://elapser.github.io/machine-learning/2019/03/08/Model-Agnostic-Interpretation.html한국어 자료가 있음에 지식 공유자님께 감사합니다. (\_ \_ )모델 경량화 논문에는 model
논문리뷰. Controllable Invariance through Adversarial Feature Learning (NIPS 2017)
Controllable Invariance through Adversarial Feature Learning (NIPS 2017)개인적으로 필요한 내용만 요약정리하였기에 생략된 부분이 다소 존재합니다.Invariant Representation LearningAdver
1.1 Artificial intelligence, machine learning and deep learning
AI ML Learning representation from data The "deep" in deep learning Understanding how deep learning works, in 3 figures What deep learning has ac
linear algebra review
Matrices are not commutative: A∗B≠B∗AMatrices are associative: (A∗B)∗C=A∗(B∗C)A non square matrix does not have an inverse matrix. We can compute inve
CS335-FAccT DL Stanford 2020s / Lec1. Biases and Fairness / 강의리뷰
AI fairness에 관하여 자료를 찾다 발견한 좋은 공개강좌. CS 335: Fair, Accountable, and Transparent (FAccT) Deep Learning, 2020s. 시간날때마다 틈틈히 필요한 lecture들을 듣고 정리해두면 좋을 것 같
Deep Learning day 9 cat-and-dog-resnet50
Cats and Dogs dataset to train a DL model캐글의 Cat and Dogfetch some datashortcut.pngshortcut2.pngimage.png
Deep Learning day-9-cat-and-dog-Inception
Cats and Dogs dataset to train a DL model캐글의 Cat and Dogfetch some dataimage.pngimage.png
논문리뷰 / Fairness by Learning Orthogonal Disentangled Representations (ECCV 2020)
Fairness by Learning Orthogonal Disentangled Representations (ECCV 2020)fairness와 disentanglement를 주제로 연구하고싶어 찾아읽게 되었다.disentangling을 위해 도입한 참신한 아이디어를
논문리뷰 / HOTR: End-to-End Human-Object Interaction Detection with Transformers (CVPR 2021)
HOTR: End-to-End Human-Object Interaction Detection with Transformers (CVPR 2021)거의 처음? 읽어본 detection 관련 논문. 아이디어와 방법론 위주로 간략하게 리뷰해보겠다.(실험 결과 등은 모두 생략
Deep Learning day 8 cat-and-dog-vgg16
Cats and Dogs dataset to train a DL model캐글의 Cat and Dogfetch some data
Deep Learning day 8 cat_and_dog(from_directory)
Cats and Dogs dataset to train a DL model캐글의 Cat and Dogfetch some data