CVPR2022论文速递(2022.4.12)!共24篇!GAN/transformer/超分等

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2022-04-13 01:13


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



Updated on : 12 Apr 2022

total number : 24

分类 / Classification - 1 篇

Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification

标题:联合分配事项:少量分类的深褐色距离协方差

  • 论文/Paper: http://arxiv.org/pdf/2204.04567

  • 代码/Code: None

语义分割/Segmentation - 1 篇

Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation

标题:视频K-Net:视频分割的简单,强大和统一的基线

  • 论文/Paper: http://arxiv.org/pdf/2204.04656

  • 代码/Code: https://github.com/lxtGH/Video-K-Net

GAN - 2 篇

Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data

标题:自然图像中的共性救援GANS:预先利用通用和无自由的合成数据

  • 论文/Paper: http://arxiv.org/pdf/2204.04950

  • 代码/Code: None

Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data

标题:自然图像中的共性救援GANS:预先利用通用和无自由的合成数据

  • 论文/Paper: http://arxiv.org/pdf/2204.04950

  • 代码/Code: None

超分/Super-Resolution - 1 篇

Learning Trajectory-Aware Transformer for Video Super-Resolution

标题:用于视频超分辨率的学习轨迹感知Transformer

  • 论文/Paper: http://arxiv.org/pdf/2204.04216

  • 代码/Code: https://github.com/researchmm/TTVSR

Transformers - - 4 篇

Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection

标题:通过解码路径增强用于人类对象交互检测的Transformer的一致性学习

  • 论文/Paper: http://arxiv.org/pdf/2204.04836

  • 代码/Code: https://github.com/mlvlab/CPChoi.

Multimodal Transformer for Nursing Activity Recognition

标题:用于护理活动识别的多峰Transformer

  • 论文/Paper: http://arxiv.org/pdf/2204.04564

  • 代码/Code: \url{https://github.com/Momilijaz96/MMT_for_NCRC}.

Multimodal Transformer for Nursing Activity Recognition

标题:用于护理活动识别的多峰Transformer

  • 论文/Paper: http://arxiv.org/pdf/2204.04564

  • 代码/Code: \url{https://github.com/Momilijaz96/MMT_for_NCRC}.

Learning Trajectory-Aware Transformer for Video Super-Resolution

标题:用于视频超分辨率的学习轨迹感知Transformer

  • 论文/Paper: http://arxiv.org/pdf/2204.04216

  • 代码/Code: https://github.com/researchmm/TTVSR

多模态 / Multimodal - 3 篇

XMP-Font: Self-Supervised Cross-Modality Pre-training for Few-Shot Font Generation

标题:XMP-FONT:少量字体生成的自我监督的跨模型预训练

  • 论文/Paper: http://arxiv.org/pdf/2204.05084

  • 代码/Code: None

Robust Cross-Modal Representation Learning with Progressive Self-Distillation

标题:具有逐步自蒸馏的强大跨莫代代表学习

  • 论文/Paper: http://arxiv.org/pdf/2204.04588

  • 代码/Code: None

Multimodal Transformer for Nursing Activity Recognition

标题:用于护理活动识别的多峰Transformer

  • 论文/Paper: http://arxiv.org/pdf/2204.04564

  • 代码/Code: \url{https://github.com/Momilijaz96/MMT_for_NCRC}.

姿态估计/Pose Estimation - 1 篇

Focal Length and Object Pose Estimation via Render and Compare

标题:通过渲染和比较焦距和对象姿态估计

  • 论文/Paper: http://arxiv.org/pdf/2204.05145

  • 代码/Code: http://github.com/ponimatkin/focalpose

检索/Image Retrieval - 1 篇

Beyond Cross-view Image Retrieval: Highly Accurate Vehicle Localization Using Satellite Image

标题:超越巧克力视图检索:使用卫星图像的高精度车辆本地化

  • 论文/Paper: http://arxiv.org/pdf/2204.04752

  • 代码/Code: None

NeRF - 1 篇

NAN: Noise-Aware NeRFs for Burst-Denoising

标题:NaN:噪音感知的NERF用于爆发去噪

  • 论文/Paper: http://arxiv.org/pdf/2204.04668

  • 代码/Code: None

深度估计/Depth Estimation - 1 篇

HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model

标题:HIMODE:混合单眼全向深度估计模型

  • 论文/Paper: http://arxiv.org/pdf/2204.05007

  • 代码/Code: None

其他/Other - 12 篇

Single-Photon Structured Light

标题:单光子结构光

  • 论文/Paper: http://arxiv.org/pdf/2204.05300

  • 代码/Code: None

Pyramid Grafting Network for One-Stage High Resolution Saliency Detection

标题:金字塔嫁接网络用于一级高分辨率显着性检测

  • 论文/Paper: http://arxiv.org/pdf/2204.05041

  • 代码/Code: None

Structure-Aware Motion Transfer with Deformable Anchor Model

标题:具有可变形锚模型的结构感知运动传输

  • 论文/Paper: http://arxiv.org/pdf/2204.05018

  • 代码/Code: None

SOS! Self-supervised Learning Over Sets Of Handled Objects In Egocentric Action Recognition

标题:SOS!自我监督学习在Egentric行动识别中的处理对象集

  • 论文/Paper: http://arxiv.org/pdf/2204.04796

  • 代码/Code: None

Reasoning with Multi-Structure Commonsense Knowledge in Visual Dialog

标题:在视觉对话中的多结构致辞知识推理

  • 论文/Paper: http://arxiv.org/pdf/2204.04680

  • 代码/Code: None

Learning Pixel-Level Distinctions for Video Highlight Detection

标题:学习像素级别的视频突出显示检测

  • 论文/Paper: http://arxiv.org/pdf/2204.04615

  • 代码/Code: None

Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention

标题:通过潜在视觉语义滤波器注意解释深卷积神经网络

  • 论文/Paper: http://arxiv.org/pdf/2204.04601

  • 代码/Code: None

DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides

标题:DEEPLIIF:用于量化临床病理学幻灯片的在线平台

  • 论文/Paper: http://arxiv.org/pdf/2204.04494

  • 代码/Code: None

ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-wise Semantic Alignment and Generation

标题:曼特拉人:通过令牌语义对齐和生成实体级文本引导图像操纵

  • 论文/Paper: http://arxiv.org/pdf/2204.04428

  • 代码/Code: None

FedCorr: Multi-Stage Federated Learning for Label Noise Correction

标题:FEDCORR:用于标签噪声校正的多级联合学习

  • 论文/Paper: http://arxiv.org/pdf/2204.04677

  • 代码/Code: https://github.com/Xu-Jingyi/FedCorr

Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning

标题:自适应差分滤波器,用于快速和通信高效的联合学习

  • 论文/Paper: http://arxiv.org/pdf/2204.04424

  • 代码/Code: None

The Two Dimensions of Worst-case Training and the Integrated Effect for Out-of-domain Generalization

标题:最坏情况训练的两个维度和域外概括的综合效果

  • 论文/Paper: http://arxiv.org/pdf/2204.04384

  • 代码/Code: None


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