Semantic Image Analogy with a Conditional Single-Image GAN
Published in ACM MM, 2020
This paper is about the number 1. The number 2 is left for future work.
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Reference-Guided Landmark Image Inpainting with Deep Feature Matching
Published in IEEE T-CSVT, 2022
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Paper Reading @Summer2021: Restoration & Creation from Correspondence
Published:
为组里CVPR论文阅读活动准备的报告，从响应关系的角度讨论了不同抽象程度的视觉响应在不同任务中的引入好处和应用方式。
Image Synthesis: Highlights from CVPR 2020
Published:
遴选的CVPR2020会议上的与图像生成相关的论文。
Anchor-Free Object Detection
Published:
对anchor-free系列的检测工作的概览和总结。
Deep Generative Models
Published:
生成模型概览，包括VAE, flow-based和GAN等主流方法.
深度学习科研最佳实践：我的做法
Published:
思考和总结了科研工程方面的习惯和经验。
Deep Learning for Object Detection: Fundamentals
Published:
基于深度学习的目标检测：早期工作（两阶段和单阶段划分）