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          CVPR2022論文速遞(2022.4.8)!共18篇

          共 3225字,需瀏覽 7分鐘

           ·

          2022-04-13 01:14


          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
          歡迎關注:


          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,? 合適的話會采納哈!?求個三連支持一波哈


          語義分割/Segmentation - 3 篇

          Pin the Memory: Learning to Generalize Semantic Segmentation

          標題:針內存:學習概括語義細分

          • 論文/Paper: http://arxiv.org/pdf/2204.03609

          • 代碼/Code: None

          Coarse-to-Fine Feature Mining for Video Semantic Segmentation

          標題:用于視頻語義分割的粗對細特征挖掘

          • 論文/Paper: http://arxiv.org/pdf/2204.03330

          • 代碼/Code: https://github.com/guoleisun/vss-cffm

          L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation

          標題:L2G:一個簡單的本地對全球知識轉移框架,用于弱監(jiān)督語義分割

          • 論文/Paper: http://arxiv.org/pdf/2204.03206

          • 代碼/Code: https://github.com/PengtaoJiang/L2G.

          GAN - 1 篇

          Unsupervised Image-to-Image Translation with Generative Prior

          標題:與生成的未經(jīng)監(jiān)督的圖像到圖像轉換

          • 論文/Paper: http://arxiv.org/pdf/2204.03641

          • 代碼/Code: https://github.com/williamyang1991/gp-unit

          Transformers - - 1 篇

          PSTR: End-to-End One-Step Person Search With Transformers

          標題:PSTR:結束到最后的一步人與變壓器搜索

          • 論文/Paper: http://arxiv.org/pdf/2204.03340

          • 代碼/Code: https://github.com/jialecao001/pstr

          對比學習/Contrastive Learning - 1 篇

          Unified Contrastive Learning in Image-Text-Label Space

          標題:在圖像文本標簽空間中的統(tǒng)一對比學習

          • 論文/Paper: http://arxiv.org/pdf/2204.03610

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

          視頻插幀/Frame Interpolation - 1 篇

          Many-to-many Splatting for Efficient Video Frame Interpolation

          標題:有效的視頻幀插值多對多分裂

          • 論文/Paper: http://arxiv.org/pdf/2204.03513

          • 代碼/Code: https://github.com/feinanshan/m2m_vfi

          其他/Other - 11 篇

          Total Variation Optimization Layers for Computer Vision

          標題:計算機視覺的總變化優(yōu)化層

          • 論文/Paper: http://arxiv.org/pdf/2204.03643

          • 代碼/Code: https://github.com/raymondyeh07/tv_layers_for_cv

          Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction

          標題:火車前,自動列車,蒸餾:一個簡單的配方,用于超出3D重建

          • 論文/Paper: http://arxiv.org/pdf/2204.03642

          • 代碼/Code: None

          Class-Incremental Learning with Strong Pre-trained Models

          標題:Class-Incremental學習與強大的預先訓練模型

          • 論文/Paper: http://arxiv.org/pdf/2204.03634

          • 代碼/Code: None

          AutoRF: Learning 3D Object Radiance Fields from Single View Observations

          標題:autorf:從單視圖觀察中學習3D對象輻射字段

          • 論文/Paper: http://arxiv.org/pdf/2204.03593

          • 代碼/Code: None

          Deep Visual Geo-localization Benchmark

          標題:深度視覺地理定位基準

          • 論文/Paper: http://arxiv.org/pdf/2204.03444

          • 代碼/Code: None

          Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality

          標題:Winoground:Visio-linguisticsitality的探測視覺和語言模型

          • 論文/Paper: http://arxiv.org/pdf/2204.03162

          • 代碼/Code: None

          UIGR: Unified Interactive Garment Retrieval

          標題:UIGR:統(tǒng)一互動服裝檢索

          • 論文/Paper: http://arxiv.org/pdf/2204.03111

          • 代碼/Code: https://github.com/brandonhanx/compfashion

          AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis

          標題:AUV-NET:學習對齊的UV地圖,用于紋理轉移和合成

          • 論文/Paper: http://arxiv.org/pdf/2204.03105

          • 代碼/Code: None

          Hierarchical Self-supervised Representation Learning for Movie Understanding

          標題:電影理解的分層自我監(jiān)督的代表學習

          • 論文/Paper: http://arxiv.org/pdf/2204.03101

          • 代碼/Code: None

          Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency

          標題:從未經(jīng)監(jiān)控的視頻中學習:自我監(jiān)督視頻表示學習,具有分層一致性

          • 論文/Paper: http://arxiv.org/pdf/2204.03017

          • 代碼/Code: None

          Multi-Scale Memory-Based Video Deblurring

          標題:基于多尺度內存的視頻去紋理

          • 論文/Paper: http://arxiv.org/pdf/2204.02977

          • 代碼/Code: https://github.com/jibo27/memdeblur



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