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
ECCV2022论文和代码整理：https://github.com/DWCTOD/ECCV2022-Papers-with-Code-Demo
最新成果demo展示：
ECCV2022 | CCPL：通用的风格迁移方法，艺术化、逼真的视频风格迁移！
标题：
CCPL: Contrastive Coherence Preserving Loss for Versatile Style Transfer
论文：https://arxiv.org/abs/2207.04808
代码：https://github.com/JarrentWu1031/CCPL
摘要：
在本文中，我们的目标是设计一种通用的风格迁移方法，该方法能够联合执行艺术、逼真和视频风格迁移，而无需在训练期间看到视频。以前的单帧方法假设对整个图像有很强的约束以保持时间一致性，这在许多情况下可能会被违反。相反，我们做了一个温和而合理的假设，即全局不一致性由局部不一致性支配，并设计了一种适用于局部补丁的通用对比相干保持损失 (CCPL)。CCPL 可以在风格转换期间保持内容源的连贯性，而不会降低风格化。此外，它拥有一个邻居调节机制，从而大大减少了局部失真并显着提高了视觉质量。除了在通用风格转换方面的卓越性能外，它还可以轻松扩展到其他任务，例如图像到图像的转换。此外，为了更好地融合内容和风格特征，我们提出了简单协方差变换（SCT）来有效地将内容特征的二阶统计与风格特征对齐。
最新论文整理
ECCV2022
Updated on : 15 Jul 2022
total number : 18
Bootstrapped Masked Autoencoders for Vision BERT Pretraining
- 论文/Paper: http://arxiv.org/pdf/2207.07116
- 代码/Code: https://github.com/lightdxy/bootmae
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
- 论文/Paper: http://arxiv.org/pdf/2207.07115
- 代码/Code: https://github.com/hkchengrex/XMem
Relighting4D: Neural Relightable Human from Videos
- 论文/Paper: http://arxiv.org/pdf/2207.07104
- 代码/Code: https://github.com/FrozenBurning/Relighting4D
ReAct: Temporal Action Detection with Relational Queries
- 论文/Paper: http://arxiv.org/pdf/2207.07097
- 代码/Code: https://github.com/sssste/react
Towards Grand Unification of Object Tracking
- 论文/Paper: http://arxiv.org/pdf/2207.07078
- 代码/Code: https://github.com/masterbin-iiau/unicorn
Semi-Supervised Temporal Action Detection with Proposal-Free Masking
- 论文/Paper: http://arxiv.org/pdf/2207.07059
- 代码/Code: https://github.com/sauradip/SPOT
Tree Structure-Aware Few-Shot Image Classification via Hierarchical Aggregation
- 论文/Paper: http://arxiv.org/pdf/2207.06989
- 代码/Code: https://github.com/remiMZ/HTS-ECCV22
ObjectBox: From Centers to Boxes for Anchor-Free Object Detection
- 论文/Paper: http://arxiv.org/pdf/2207.06985
- 代码/Code: https://github.com/mohsenzand/objectbox
Scene Text Recognition with Permuted Autoregressive Sequence Models
- 论文/Paper: http://arxiv.org/pdf/2207.06966
- 代码/Code: https://github.com/baudm/parseq
Learning Implicit Templates for Point-Based Clothed Human Modeling
- 论文/Paper: http://arxiv.org/pdf/2207.06955
- 代码/Code: https://github.com/jsnln/fite
Tackling Background Distraction in Video Object Segmentation
- 论文/Paper: http://arxiv.org/pdf/2207.06953
- 代码/Code: https://github.com/suhwan-cho/tbd
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks
- 论文/Paper: http://arxiv.org/pdf/2207.06873
- 代码/Code: https://github.com/explainableml/bayescap
Point-to-Box Network for Accurate Object Detection via Single Point Supervision
- 论文/Paper: http://arxiv.org/pdf/2207.06827
- 代码/Code: None
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images
- 论文/Paper: http://arxiv.org/pdf/2207.06733
- 代码/Code: https://github.com/tencentailabhealthcare/concl
Dynamic Low-Resolution Distillation for Cost-Efficient End-to-End Text Spotting
- 论文/Paper: http://arxiv.org/pdf/2207.06694
- 代码/Code: https://github.com/hikopensource/davar-lab-ocr
Temporal Action Detection with Global Segmentation Mask Learning
- 论文/Paper: http://arxiv.org/pdf/2207.06580
- 代码/Code: https://github.com/sauradip/TAGS
Supervised Attribute Information Removal and Reconstruction for Image Manipulation
- 论文/Paper: http://arxiv.org/pdf/2207.06555
- 代码/Code: https://github.com/nannanli999/airr
Lipschitz Continuity Retained Binary Neural Network
- 论文/Paper: http://arxiv.org/pdf/2207.06540
- 代码/Code: https://github.com/42shawn/lcr_bnn
CVPR2022
Updated on : 15 Jul 2022
total number : 1
Egocentric Scene Understanding via Multimodal Spatial Rectifier
- 论文/Paper: http://arxiv.org/pdf/2207.07077
- 代码/Code: https://github.com/tien-d/EgoDepthNormal
