CVPR2022论文速递（2022.4.19）！共19篇！
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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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