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(yōu)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(huì)采納哈!?求個(gè)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(biāo)題：差異關(guān)注聯(lián)合預(yù)測(cè)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(biāo)題：無(wú)監(jiān)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(biāo)跟蹤/Object Tracking - 2 篇

BEHAVE: Dataset and Method for Tracking Human Object Interactions

標(biāo)題：BEHAVE：數(shù)據(jù)集和用于跟蹤人類對(duì)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(biāo)題：SoccerNet跟蹤：多個(gè)對(duì)象跟蹤數(shù)據(jù)集和足球視頻中的基準(zhǔn)

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

• 代碼/Code: None

語(yǔ)義分割/Segmentation - 2 篇

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

標(biāo)題：差異關(guān)注聯(lián)合預(yù)測(cè)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(biāo)題：語(yǔ)義分割的交叉圖像關(guān)系知識(shí)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(biāo)題：來(lái)回看：視頻超分辨率與明確的時(shí)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(biāo)題：MinioIVIT：壓縮具有重量復(fù)用的視覺(jué)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(biāo)題：Vitol：視覺(jué)Transformers，用于弱監(jiān)督對(duì)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(shí)別/Person Re-Identification - 2 篇

Implicit Sample Extension for Unsupervised Person Re-Identification

標(biāo)題：無(wú)監(jiān)督行人重識(shí)別的隱式示例擴(kuò)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(biāo)題：改變的人只用RGB模態(tài)行人重識(shí)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(biāo)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(biāo)題：GIFS：一般形狀表示的神經(jīng)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(biāo)題：fast-fashion的多模態(tài)宇宙：VISUELLE 2.0基準(zhǔn)

• 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(biāo)題：半監(jiān)督訓(xùn)練，以改善足球運(yùn)動(dòng)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(biāo)題：顯著性檢測(cè)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(biāo)題：Incam的激光：LIDAR數(shù)據(jù)上的3D對(duì)象探測(cè)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(jié)

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