整理：AI算法与图像处理
CVPR2022论文和代码整理：https://github.com/DWCTOD/CVPR2022-Papers-with-Code-Demo
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大家好, 最近正在优化每周分享的CVPR论文, 目前考虑按照不同类别去分类,方便不同方向的小伙伴挑选自己感兴趣的论文哈
欢迎大家留言其他想法, 合适的话会采纳哈! 求个三连支持一波哈
语义分割/Segmentation - 3 篇
Pin the Memory: Learning to Generalize Semantic Segmentation
标题：针内存：学习概括语义细分
- 论文/Paper: http://arxiv.org/pdf/2204.03609
- 代码/Code: None
Coarse-to-Fine Feature Mining for Video Semantic Segmentation
标题：用于视频语义分割的粗对细特征挖掘
- 论文/Paper: http://arxiv.org/pdf/2204.03330
- 代码/Code: https://github.com/guoleisun/vss-cffm
L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation
标题：L2G：一个简单的本地对全球知识转移框架，用于弱监督语义分割
- 论文/Paper: http://arxiv.org/pdf/2204.03206
- 代码/Code: https://github.com/PengtaoJiang/L2G.
GAN - 1 篇
Unsupervised Image-to-Image Translation with Generative Prior
标题：与生成的未经监督的图像到图像转换
- 论文/Paper: http://arxiv.org/pdf/2204.03641
- 代码/Code: https://github.com/williamyang1991/gp-unit
Transformers - - 1 篇
PSTR: End-to-End One-Step Person Search With Transformers
标题：PSTR：结束到最后的一步人与变压器搜索
- 论文/Paper: http://arxiv.org/pdf/2204.03340
- 代码/Code: https://github.com/jialecao001/pstr
对比学习/Contrastive Learning - 1 篇
Unified Contrastive Learning in Image-Text-Label Space
标题：在图像文本标签空间中的统一对比学习
- 论文/Paper: http://arxiv.org/pdf/2204.03610
- 代码/Code: https://github.com/microsoft/unicl
视频插帧/Frame Interpolation - 1 篇
Many-to-many Splatting for Efficient Video Frame Interpolation
标题：有效的视频帧插值多对多分裂
- 论文/Paper: http://arxiv.org/pdf/2204.03513
- 代码/Code: https://github.com/feinanshan/m2m_vfi
其他/Other - 11 篇
Total Variation Optimization Layers for Computer Vision
标题：计算机视觉的总变化优化层
- 论文/Paper: http://arxiv.org/pdf/2204.03643
- 代码/Code: https://github.com/raymondyeh07/tv_layers_for_cv
Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction
标题：火车前，自动列车，蒸馏：一个简单的配方，用于超出3D重建
- 论文/Paper: http://arxiv.org/pdf/2204.03642
- 代码/Code: None
Class-Incremental Learning with Strong Pre-trained Models
标题：Class-Incremental学习与强大的预先训练模型
- 论文/Paper: http://arxiv.org/pdf/2204.03634
- 代码/Code: None
AutoRF: Learning 3D Object Radiance Fields from Single View Observations
标题：autorf：从单视图观察中学习3D对象辐射字段
- 论文/Paper: http://arxiv.org/pdf/2204.03593
- 代码/Code: None
Deep Visual Geo-localization Benchmark
标题：深度视觉地理定位基准
- 论文/Paper: http://arxiv.org/pdf/2204.03444
- 代码/Code: None
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality
标题：Winoground：Visio-linguisticsitality的探测视觉和语言模型
- 论文/Paper: http://arxiv.org/pdf/2204.03162
- 代码/Code: None
UIGR: Unified Interactive Garment Retrieval
标题：UIGR：统一互动服装检索
- 论文/Paper: http://arxiv.org/pdf/2204.03111
- 代码/Code: https://github.com/brandonhanx/compfashion
AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis
标题：AUV-NET：学习对齐的UV地图，用于纹理转移和合成
- 论文/Paper: http://arxiv.org/pdf/2204.03105
- 代码/Code: None
Hierarchical Self-supervised Representation Learning for Movie Understanding
标题：电影理解的分层自我监督的代表学习
- 论文/Paper: http://arxiv.org/pdf/2204.03101
- 代码/Code: None
Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency
标题：从未经监控的视频中学习：自我监督视频表示学习，具有分层一致性
- 论文/Paper: http://arxiv.org/pdf/2204.03017
- 代码/Code: None
Multi-Scale Memory-Based Video Deblurring
标题：基于多尺度内存的视频去纹理
- 论文/Paper: http://arxiv.org/pdf/2204.02977
- 代码/Code: https://github.com/jibo27/memdeblur