Articles
165
Tags
34
Categories
0
Home
Archives
Tags
Categories
List
Music
Movie
Link
About
ALTNT's Hexo Blog
Home
Archives
Tags
Categories
List
Music
Movie
Link
About
Context Encoders:Feature Learning by Inpainting
Created
2024-10-28
|
Updated
2025-02-28
|
Post Views:
Hey, password is required here.
Author:
ALTNT
Link:
http://blog.705553939.xyz/2024/10/28/%E5%9B%BE%E5%83%8F%E5%A4%84%E7%90%86/2015-context-encoder/
Copyright Notice:
All articles in this blog are licensed under
CC BY-NC-SA 4.0
unless stating additionally.
Image Processing
Previous
Contrastive Graph Transformer Network for Personality Detection
Next
CDAM-Net:Channel shuffle dual attention based multi-scale CNN for efficient glaucoma detection using fundus images
Related Articles
2024-10-15
ImageNet Large Scale Visual Recognition Challenge
2025-02-04
AN IMAGE IS WORTH 16X16 WORDS——TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE
2025-02-07
Deep Sets
2024-10-28
CDAM-Net:Channel shuffle dual attention based multi-scale CNN for efficient glaucoma detection using fundus images
2025-03-03
BERT Pre-training of Deep Bidirectional Transformers for Language Understanding
2024-11-03
Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series
ALTNT
Articles
165
Tags
34
Categories
0
Follow Me
Announcement
This is my Blog
Contents
1.
Context Encoders: Feature Learning by Inpainting
1.1.
摘要:
1.2.
1、引言
1.3.
2、相关工作
1.3.1.
无监督学习
1.3.2.
弱监督和自监督学习
1.3.3.
图像生成
1.3.4.
Inpainting and hole-filling
1.4.
3、用于图像生成的上下文编码器
1.4.1.
3.1. 编码器-解码器流程
1.4.1.1.
编码器
1.4.1.2.
通道全连接层
1.4.1.3.
解码器
1.4.2.
3.2.损失函数
1.4.2.1.
重建损失:
1.4.2.2.
对抗损失
1.4.2.3.
联合损失
1.4.3.
3.3. 区域掩码
1.4.3.1.
中部区域
1.4.3.2.
随机块
1.4.3.3.
随机区域
1.5.
4、实现细节
1.5.1.
Pool-free encoders
1.6.
5、评估
1.6.1.
5.1. 语义修复
1.6.2.
5.2 特征学习
1.6.2.1.
5.2.1 分类预训练
1.6.2.2.
5.2.2 检测预训练
1.6.2.3.
5.2.3 语义分割预训练
1.7.
6、结论
Recent Post
周报2025年6月8日
2025-06-09
The 20 m Africa rice distribution map of 2023
2025-06-04
DCM————DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic corn and soybean mapping
2025-06-04
重新复现CACM记录
2025-06-04
机器学习相关概念
2025-05-26