YuejiangLIU/ICCV2021-Papers-with-Code-Demo

ICCV 2021 paper with code

ICCV2021-Papers-with-Code-Demo

☪️论文下载：

密码：aicv

CVPR 2021整理：https://github.com/DWCTOD/CVPR2021-Papers-with-Code-Demo

论文下载：https://pan.baidu.com/share/init?surl=gjfUQlPf73MCk4vM8VbzoA

密码：aicv

🌟 ICCV 2021持续更新最新论文/paper和相应的开源代码/code！

🚗 ICCV 2021 收录列表：https://docs.google.com/spreadsheets/u/1/d/e/2PACX-1vRfaTmsNweuaA0Gjyu58H_Cx56pGwFhcTYII0u1pg0U7MbhlgY0R6Y-BbK3xFhAiwGZ26u3TAtN5MnS/pubhtml

🚗 官网链接：http://iccv2021.thecvf.com/home

⏲️ 时间 ⌚ 论文/paper接收公布时间：2021年7月23日

✋ ​注：欢迎各位大佬提交issue，分享ICCV 2021论文/paper和开源项目！共同完善这个项目

✈️ 为了方便下载，已将论文/paper存储在文件夹中 ✔️ 表示论文/paper已下载 / Paper Download

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🔨 目录 |Table of Contents（点击直接跳转）

• Backbone
• Dataset
• Visual Transformer
• 目标检测/Object Detection
• Image Semantic Segmentation
• 实例分割/Instance Segmentation
• GAN
• Geometric deep learning
• Human Actions
• Pose Estimation
• Face Reconstruction
• 行人重识别/Re-Identification
• Face-Anti-spoofing
• 视频插帧/Video Frame Interpolation
• NeRF
• 超分辨/Super-Resolution
• Image Reconstruction
• 人机交互/Hand-object Interaction
• 点云/point cloud
• 字体生成/Font Generation
• Autonomous-Driving
• Visdrone_detection
• 其他/Others

Backbone

✔️Conformer: Local Features Coupling Global Representations for Visual Recognition

• 论文/paper：https://arxiv.org/abs/2105.03889

• 代码/code：https://github.com/pengzhiliang/Conformer

Reg-IBP: Efficient and Scalable Neural Network Robustness Training via Interval Bound Propagation

• 论文/paper：None
• 代码/code：https://github.com/harrywuhust2022/Reg_IBP_ICCV2021

Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?

• 论文/paper：https://arxiv.org/abs/2105.02498
• 代码/code：https://github.com/KingJamesSong/DifferentiableSVD

返回目录/back

Dataset

✔️FineAction: A Fined Video Dataset for Temporal Action Localization

• 论文/paper：https://arxiv.org/abs/2105.11107 | 主页/Homepage

• 代码/code： None

✔️MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions

• 论文/paper：https://arxiv.org/abs/2105.07404 | 主页/Homepage

• 代码/code：https://github.com/MCG-NJU/MultiSports/

返回目录/back

Visual Transformer

✔️Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

• 论文/paper：https://arxiv.org/abs/2101.11986

• 代码/code： https://github.com/yitu-opensource/T2T-ViT

✔️Visual Transformer with Statistical Test for COVID-19 Classification

• 论文/paper：https://arxiv.org/abs/2107.05334

• 代码/code： None

返回目录/back

目标检测/Object Detection

Active Learning for Deep Object Detection via Probabilistic Modeling

• 论文/paper：https://arxiv.org/abs/2103.16130

• 代码/code：None

Conditional Variational Capsule Network for Open Set Recognition

• 论文/paper： https://arxiv.org/abs/2104.09159

• 代码/code：https://github.com/guglielmocamporese/cvaecaposr

DetCo: Unsupervised Contrastive Learning for Object Detection

• 论文/paper：https://arxiv.org/abs/2102.04803

• 代码/code： https://github.com/xieenze/DetCo

Detecting Invisible People

• 论文/paper：https://arxiv.org/abs/2012.08419 | 主页/Homepage
• 代码/code：None

MDETR : Modulated Detection for End-to-End Multi-Modal Understanding

• 论文/paper：https://arxiv.org/abs/2104.12763 | 主页/Homepage
• 代码/code： https://github.com/ashkamath/mdetr

Rank & Sort Loss for Object Detection and Instance Segmentation (Oral)

• 论文/paper：https://arxiv.org/abs/2107.11669
• 代码/code：https://github.com/kemaloksuz/RankSortLoss

返回目录/back

Image Semantic Segmentation

Enhanced Boundary Learning for Glass-like Object Segmentation

• 论文/paper：https://arxiv.org/abs/2103.15734

• 代码/code：https://github.com/hehao13/EBLNet

Personalized Image Semantic Segmentation

• 论文/paper：None
• 代码/code： https://github.com/zhangyuygss/PIS

返回目录/back

实例分割/Instance Segmentation

CDNet: Centripetal Direction Network for Nuclear Instance Segmentation

• 论文/paper：None

• 代码/code： https://github.com/2021-ICCV/CDNet

✔️Crossover Learning for Fast Online Video Instance Segmentation

• 论文/paper：https://arxiv.org/abs/2104.05970

• 代码/code： https://github.com/hustvl/CrossVIS

✔️Instances as Queries

• 论文/paper：https://arxiv.org/abs/2105.01928
• 代码/code： https://github.com/hustvl/QueryInst

Rank & Sort Loss for Object Detection and Instance Segmentation (Oral)

• 论文/paper：https://arxiv.org/abs/2107.11669
• 代码/code：https://github.com/kemaloksuz/RankSortLoss

返回目录/back

GAN

Manifold Matching via Deep Metric Learning for Generative Modeling

• 论文/paper：https://arxiv.org/abs/2106.10777
• 代码/code：https://github.com/dzld00/pytorch-manifold-matching

返回目录/back

Geometric deep learning

Manifold Matching via Deep Metric Learning for Generative Modeling

• 论文/paper：https://arxiv.org/abs/2106.10777
• 代码/code：https://github.com/dzld00/pytorch-manifold-matching

返回目录/back

Human Actions

Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition

• 论文/paper：https://arxiv.org/abs/2107.12213

• 代码/code：https://github.com/Uason-Chen/CTR-GCN

✔️FineAction: A Fined Video Dataset for Temporal Action Localization

• 论文/paper：https://arxiv.org/abs/2105.11107 | 主页/Homepage

• 代码/code： None

✔️MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions

• 论文/paper：https://arxiv.org/abs/2105.07404 | 主页/Homepage

• 代码/code：https://github.com/MCG-NJU/MultiSports/

返回目录/back

Pose Estimation

• 论文/paper：https://arxiv.org/pdf/2104.03304.pdf | 主页/Homepage

• 代码/code： None

返回目录/back

Face Reconstruction

Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing

• 论文/paper：https://arxiv.org/abs/2103.15432

• 代码/code：None

返回目录/back

行人重识别/Re-Identification

TransReID: Transformer-based Object Re-Identification

• 论文/paper：https://arxiv.org/abs/2102.04378

• 代码/code：https://github.com/heshuting555/TransReID

Face-Anti-spoofing

CL-Face-Anti-spoofing

• 论文/paper：None

• 代码/code：https://github.com/xxheyu/CL-Face-Anti-spoofing

返回目录/back

视频插帧/Video Frame Interpolation

✔️XVFI: eXtreme Video Frame Interpolation(Oral)

• 论文/paper：https://arxiv.org/abs/2103.16206

• 代码/code： https://github.com/JihyongOh/XVFI

返回目录/back

NeRF

GNeRF: GAN-based Neural Radiance Field without Posed Camera

• 论文/paper：https://arxiv.org/abs/2103.15606 | 主页/Homepage
• 代码/code：https://github.com/MQ66/gnerf

In-Place Scene Labelling and Understanding with Implicit Scene Representation (Oral)

• 论文/paper：https://arxiv.org/abs/2103.15875 | 主页/Homepage
• 代码/code：None

KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs

• 论文/paper：https://arxiv.org/abs/2103.13744| 主页/Homepage
• 代码/code：https://github.com/creiser/kilonerf

Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis

• 论文/paper：https://arxiv.org/abs/2104.00677 | 主页/Homepage
• 代码/code：None

UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction (Oral)

• 论文/paper：https://arxiv.org/abs/2104.10078 | 主页/Homepage

• 代码/code：None

返回目录/back

超分辨/Super-Resolution

Learning for Scale-Arbitrary Super-Resolution from Scale-Specific Networks

• 论文/paper：https://arxiv.org/abs/2004.03791

• 代码/code：https://github.com/LongguangWang/ArbSR

Overfitting the Data: Compact Neural Video Delivery via Content-aware Feature Modulation

• 论文/paper：None

• 代码/code： https://github.com/Anonymous-iccv2021-paper3163/CaFM-Pytorch

返回目录/back

Image Reconstruction

Equivariant Imaging: Learning Beyond the Range Space (Oral)

• 论文/paper：https://arxiv.org/abs/2103.14756

• 代码/code：https://github.com/edongdongchen/EI

返回目录/back

人机交互/Hand-object Interaction

✔️CPF: Learning a Contact Potential Field to Model the Hand-object Interaction

• 论文/paper：https://arxiv.org/abs/2012.00924

• 代码/code：https://github.com/lixiny/CPF

返回目录/back

点云/Point Cloud

InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring

• 论文/paper：https://arxiv.org/pdf/2103.01128.pdf

• 代码/code：https://github.com/CurryYuan/InstanceRefer

MVP Benchmark: Multi-View Partial Point Clouds for Completion and Registration

• 论文/paper：None |主页/Homepage
• 代码/code：https://github.com/paul007pl/MVP_Benchmark

Unsupervised Point Cloud Pre-Training via View-Point Occlusion, Completion

• 论文/paper：https://arxiv.org/abs/2010.01089 |主页/Homepage
• 代码/code：https://github.com/hansen7/OcCo

Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis

• 论文/paper：https://arxiv.org/abs/2105.01288v1| 主页/Homepage

• 代码/code：https://github.com/tiangexiang/CurveNet

返回目录/back

字体生成/Font Generation

✔️Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts

• 论文/paper：https://arxiv.org/abs/2104.00887

• 代码/code：https://github.com/clovaai/mxfont

返回目录/back

Autonomous-Driving

Road-Challenge-Event-Detection-for-Situation-Awareness-in-Autonomous-Driving

• 论文/paper：None

• 代码/code：https://github.com/Trevorchenmsu/Road-Challenge-Event-Detection-for-Situation-Awareness-in-Autonomous-Driving

Social NCE: Contrastive Learning of Socially-aware Motion Representations

• 论文/paper：https://arxiv.org/abs/2012.11717
• 代码/code：https://github.com/vita-epfl/social-nce-crowdnav

返回目录/back

Visdrone_detection

ICCV2021_Visdrone_detection

• 论文/paper：None

• 代码/code：https://github.com/Gumpest/ICCV2021_Visdrone_detection

返回目录/back

其他/Others

Cross-Camera Convolutional Color Constancy

• 论文/paper：https://arxiv.org/abs/2011.11164

• 代码/code：https://github.com/mahmoudnafifi/C5

Learnable Boundary Guided Adversarial Training

• 论文/paper：https://arxiv.org/abs/2011.11164

• 代码/code：https://github.com/FPNAS/LBGAT

Prior-Enhanced network with Meta-Prototypes (PEMP)

• 论文/paper：None
• 代码/code：https://github.com/PaperSubmitAAAA/ICCV2021-2337

MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding

• 论文/paper：https://arxiv.org/abs/2104.12763 | 主页/Homepage
• 代码/code：https://github.com/ashkamath/mdetr

Generalized-Shuffled-Linear-Regression （Oral）

• 论文/paper：https://drive.google.com/file/d/1Qu21VK5qhCW8WVjiRnnBjehrYVmQrDNh/view
• 代码/code：https://github.com/SILI1994/Generalized-Shuffled-Linear-Regression

VLGrammar: Grounded Grammar Induction of Vision and Language

• 论文/paper：https://arxiv.org/abs/2103.12975
• 代码/code：https://github.com/evelinehong/VLGrammar

返回目录/back