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 : 19 Apr 2022
total number : 19
CVPR2022 Oral - 2 篇
Detecting Deepfakes with Self-Blended Images (Oral)
标题：用自混合图像检测Deepfakes
- 论文/Paper: http://arxiv.org/pdf/2204.08376
- 代码/Code: https://github.com/mapooon/SelfBlendedImages
Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding (Oral)
标题：Animal Kingdom：用于动物行为理解的大规模多样化的数据集
- 论文/Paper: http://arxiv.org/pdf/2204.08129
- 代码/Code: None
目标检测 / Object Detection - 2 篇
Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint
标题：基于熵的主动学习，用于具有渐进分集约束的目标检测
- 论文/Paper: http://arxiv.org/pdf/2204.07965
- 代码/Code: None
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection
标题：目标相关知识保存用于针对多源域自适应目标检测
- 论文/Paper: http://arxiv.org/pdf/2204.07964
- 代码/Code: None
目标跟踪/Object Tracking - 1 篇
Detecting, Tracking and Counting Motorcycle Rider Traffic Violations on Unconstrained Roads
标题：无约束的道路上检测，跟踪和计数摩托车骑手交通违规行为
- 论文/Paper: http://arxiv.org/pdf/2204.08364
- 代码/Code: None
语义分割/Segmentation - 2 篇
Temporally Efficient Vision Transformer for Video Instance Segmentation
标题：用于视频实例分段的时间高效视觉Transformer
- 论文/Paper: http://arxiv.org/pdf/2204.08412
- 代码/Code: https://github.com/hustvl/TeViT.
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images
标题：农业空中图像语义分割中的增强不变性和自适应抽样
- 论文/Paper: http://arxiv.org/pdf/2204.07969
- 代码/Code: None
超分/Super-Resolution - 2 篇
Fast and Memory-Efficient Network Towards Efficient Image Super-Resolution
标题：快速和记忆高效的网络，高效图像超分辨率
- 论文/Paper: http://arxiv.org/pdf/2204.08397
- 代码/Code: https://github.com/NJU-Jet/FMEN.
Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation
标题：无人驾驶的域适应与自主干草生物量估计的无人机图像的超分辨率
- 论文/Paper: http://arxiv.org/pdf/2204.08271
- 代码/Code: None
Transformers - - 3 篇
Temporally Efficient Vision Transformer for Video Instance Segmentation
标题：用于视频实例分段的时间高效视觉Transformer
- 论文/Paper: http://arxiv.org/pdf/2204.08412
- 代码/Code: https://github.com/hustvl/TeViT.
Safe Self-Refinement for Transformer-based Domain Adaptation
标题：基于Transformer的域适应的安全自细化
- 论文/Paper: http://arxiv.org/pdf/2204.07683
- 代码/Code: None
Multi-Frame Self-Supervised Depth with Transformers
标题：Transformer的多帧自监督深度
- 论文/Paper: http://arxiv.org/pdf/2204.07616
- 代码/Code: None
其他/Other - 8 篇
Deep Equilibrium Optical Flow Estimation
标题：深度平衡光流量估计
- 论文/Paper: http://arxiv.org/pdf/2204.08442
- 代码/Code: None
OMG: Observe Multiple Granularities for Natural Language-Based Vehicle Retrieval
标题：OMG：观察基于语言的车辆检索多个粒度
- 论文/Paper: http://arxiv.org/pdf/2204.08209
- 代码/Code: https://github.com/dyhBUPT/OMG.
Video Action Detection: Analysing Limitations and Challenges
标题：视频动作检测：分析局限性和挑战
- 论文/Paper: http://arxiv.org/pdf/2204.07892
- 代码/Code: None
Towards a Deeper Understanding of Skeleton-based Gait Recognition
标题：朝着更深入地了解基于骨架的步态识别
- 论文/Paper: http://arxiv.org/pdf/2204.07855
- 代码/Code: None
Interactiveness Field in Human-Object Interactions
标题：人-对象交互中的互动场
- 论文/Paper: http://arxiv.org/pdf/2204.07718
- 代码/Code: https://github.com/Foruck/Interactiveness-Field.
Pushing the Performance Limit of Scene Text Recognizer without Human Annotation
标题：推动场景文本识别器的性能限制，没有人为注释
- 论文/Paper: http://arxiv.org/pdf/2204.07714
- 代码/Code: None
It is Okay to Not Be Okay: Overcoming Emotional Bias in Affective Image Captioning by Contrastive Data Collection
标题：不是没问题：通过对比数据收集克服情感形象标题中的情感偏见
- 论文/Paper: http://arxiv.org/pdf/2204.07660
- 代码/Code: None
Deep Unlearning via Randomized Conditionally Independent Hessians
标题：通过随机条件独立的Hessians深度无光
- 论文/Paper: http://arxiv.org/pdf/2204.07655
- 代码/Code: https://github.com/vsingh-group/LCODEC-deep-unlearning