整理：AI算法與圖像處理

CVPR2022論文和代碼整理：https://github.com/DWCTOD/CVPR2022-Papers-with-Code-Demo

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大家好,??最近正在優化每周分享的CVPR論文, 目前考慮按照不同類別去分類,方便不同方向的小伙伴挑選自己感興趣的論文哈

歡迎大家留言其他想法,? 合適的話會采納哈!?求個三連支持一波哈

Updated on : 15 Apr 2022

total number : 16

CVPR2022 Oral - 2 篇

Joint Forecasting of Panoptic Segmentations with Difference Attention ?(Oral)

標題：差異關注聯合預測全景分割

• 論文/Paper: http://arxiv.org/pdf/2204.07157

• 代碼/Code: None

Deformable Sprites for Unsupervised Video Decomposition ?(Oral)

標題：無監督視頻分解的可變形Sprites

• 論文/Paper: http://arxiv.org/pdf/2204.07151

• 代碼/Code: None

目標跟蹤/Object Tracking - 2 篇

BEHAVE: Dataset and Method for Tracking Human Object Interactions

標題：BEHAVE：數據集和用于跟蹤人類對象交互的方法

• 論文/Paper: http://arxiv.org/pdf/2204.06950

• 代碼/Code: None

SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos

標題：SoccerNet跟蹤：多個對象跟蹤數據集和足球視頻中的基準

• 論文/Paper: http://arxiv.org/pdf/2204.06918

• 代碼/Code: None

語義分割/Segmentation - 2 篇

Joint Forecasting of Panoptic Segmentations with Difference Attention ?(Oral)

標題：差異關注聯合預測全景分割

• 論文/Paper: http://arxiv.org/pdf/2204.07157

• 代碼/Code: None

Cross-Image Relational Knowledge Distillation for Semantic Segmentation

標題：語義分割的交叉圖像關系知識蒸餾

• 論文/Paper: http://arxiv.org/pdf/2204.06986

• 代碼/Code: https://github.com/winycg/cirkd

超分/Super-Resolution - 1 篇

Look Back and Forth: Video Super-Resolution with Explicit Temporal Difference Modeling

標題：來回看：視頻超分辨率與明確的時間差異建模

• 論文/Paper: http://arxiv.org/pdf/2204.07114

• 代碼/Code: None

Transformers - - 2 篇

MiniViT: Compressing Vision Transformers with Weight Multiplexing

標題：MinioIVIT：壓縮具有重量復用的視覺Transformers

• 論文/Paper: http://arxiv.org/pdf/2204.07154

• 代碼/Code: https://github.com/microsoft/cream

ViTOL: Vision Transformer for Weakly Supervised Object Localization

標題：Vitol：視覺Transformers，用于弱監督對象本地化

• 論文/Paper: http://arxiv.org/pdf/2204.06772

• 代碼/Code: https://github.com/Saurav-31/ViTOL

行人重識別/Person Re-Identification - 2 篇

Implicit Sample Extension for Unsupervised Person Re-Identification

標題：無監督行人重識別的隱式示例擴展

• 論文/Paper: http://arxiv.org/pdf/2204.06892

• 代碼/Code: https://github.com/PaddlePaddle/PaddleClas

Clothes-Changing Person Re-identification with RGB Modality Only

標題：改變的人只用RGB模態行人重識別

• 論文/Paper: http://arxiv.org/pdf/2204.06890

• 代碼/Code: https://github.com/guxinqian/Simple-CCReID.

其他/Other - 6 篇

What's in your hands? 3D Reconstruction of Generic Objects in Hands

標題：你手中的是什么？三維重建在手中的通用物體

• 論文/Paper: http://arxiv.org/pdf/2204.07153

• 代碼/Code: None

GIFS: Neural Implicit Function for General Shape Representation

標題：GIFS：一般形狀表示的神經隱式功能

• 論文/Paper: http://arxiv.org/pdf/2204.07126

• 代碼/Code: None

The multi-modal universe of fast-fashion: the Visuelle 2.0 benchmark

標題：fast-fashion的多模態宇宙：VISUELLE 2.0基準

• 論文/Paper: http://arxiv.org/pdf/2204.06972

• 代碼/Code: None

Semi-Supervised Training to Improve Player and Ball Detection in Soccer

標題：半監督訓練，以改善足球運動員和球偵查

• 論文/Paper: http://arxiv.org/pdf/2204.06859

• 代碼/Code: https://github.com/rvandeghen/SST

Pyramidal Attention for Saliency Detection

標題：顯著性檢測的金字塔Attention

• 論文/Paper: http://arxiv.org/pdf/2204.06788

• 代碼/Code: https://github.com/tanveer-hussain/EfficientSOD2

OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data

標題：Incam的激光：LIDAR數據上的3D對象探測器的基于遮擋的歸屬映射

• 論文/Paper: http://arxiv.org/pdf/2204.06577

• 代碼/Code: https://github.com/dschinagl/occam

總結

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