# CVPR2020-Code

**Repository Path**: m1a0up/CVPR2020-Code

## Basic Information

- **Project Name**: CVPR2020-Code
- **Description**: CVPR 2020 论文开源项目合集
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 3
- **Created**: 2020-03-10
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# CVPR2020-Code

CVPR 2020 论文开源项目合集，同时欢迎各位大佬提交issue，分享CVPR 2020开源项目

- [目标检测](#Object-Detection)
- [目标跟踪](#Object-Tracking)
- [语义分割](#Semantic-Segmentation)
- [实例分割](#Instance-Segmentation)
- [NAS](#NAS)
- [GAN](#GAN)
- [Re-ID](#Re-ID)
- [人脸检测](#Face-Detection)
- [人脸表情识别](#Facial-Expression-Recognition)
- [人体姿态估计](#Human-Pose-Estimation)
- [场景文本检测](#Scene-Text-Detection)
- [场景文本识别](#Scene-Text-Recognition)
- [模型剪枝](#Model-Pruning)
- [行为识别](#Action-Recognition)
- [人群计数](#Crowd-Counting)
- [深度估计](#Depth-Estimation)
- [视觉问答](#VQA)
- [视觉语言导航](#VLN)
- [行为轨迹预测](#HTP)
- [其他](#Others)
- [不确定中没中](#Not-Sure)

<a name="Object-Detection"></a>

# 目标检测

**Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection**

- 论文：https://arxiv.org/abs/1912.02424 

- 代码：https://github.com/sfzhang15/ATSS 

<a name="Object-Tracking"></a>

# 目标跟踪

**MAST: A Memory-Augmented Self-supervised Tracker**

- 论文：https://arxiv.org/abs/2002.07793

- 代码：https://github.com/zlai0/MAST

<a name="Semantic-Segmentation"></a>

# 语义分割

<a name="Instance-Segmentation"></a>

# 实例分割

**PolarMask: Single Shot Instance Segmentation with Polar Representation**

- 论文：https://arxiv.org/abs/1909.13226 
- 代码：https://github.com/xieenze/PolarMask 
- 解读：https://zhuanlan.zhihu.com/p/84890413 

**CenterMask : Real-Time Anchor-Free Instance Segmentation**

- 论文：https://arxiv.org/abs/1911.06667 
- 代码：https://github.com/youngwanLEE/CenterMask 

**Deep Snake for Real-Time Instance Segmentation**

- 论文：https://arxiv.org/abs/2001.01629

- 代码：https://github.com/zju3dv/snake 

<a name="NAS"></a>

# NAS

**Rethinking Performance Estimation in Neural Architecture Search**

- 论文：准备中
- 代码：https://github.com/zhengxiawu/rethinking_performance_estimation_in_NAS
- 解读：https://www.zhihu.com/question/372070853/answer/1035234510

**CARS: Continuous Evolution for Efficient Neural Architecture Search**

- 论文：https://arxiv.org/abs/1909.04977 
- 代码（即将开源）：https://github.com/huawei-noah/CARS 

<a name="GAN"></a>

# GAN

<a name="Re-ID"></a>

# Re-ID

**Weakly supervised discriminative feature learning with state information for person identification**

- 论文：https://arxiv.org/abs/2002.11939 
- 代码：https://github.com/KovenYu/state-information 

<a name="Face-Detection"></a>

# 人脸检测

<a name="Facial-Expression-Recognition"></a>

# 人脸表情识别

**Suppressing Uncertainties for Large-Scale Facial Expression Recognition**

- 论文：https://arxiv.org/abs/2002.10392 

- 代码（即将开源）：https://github.com/kaiwang960112/Self-Cure-Network 

<a name="Human-Pose-Estimation"></a>

# 人体姿态估计

## 2D人体姿态估计

**The Devil is in the Details: Delving into Unbiased Data Processing for Human Pose Estimation**

- 论文：https://arxiv.org/abs/1911.07524 
- 代码：https://github.com/HuangJunJie2017/UDP-Pose
- 解读：https://zhuanlan.zhihu.com/p/92525039

**Distribution-Aware Coordinate Representation for Human Pose Estimation**

- 主页：https://ilovepose.github.io/coco/ 

- 论文：https://arxiv.org/abs/1910.06278 

- 代码：https://github.com/ilovepose/DarkPose 

## 3D人体姿态估计

**Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation**

- 论文：暂无

- 代码：https://github.com/anonymous-goat/CVPR-2020 

**VIBE: Video Inference for Human Body Pose and Shape Estimation**

- 论文：https://arxiv.org/abs/1912.05656 
- 代码：https://github.com/mkocabas/VIBE

**Back to the Future: Joint Aware Temporal Deep Learning 3D Human Pose Estimation**

- 论文：https://arxiv.org/abs/2002.11251 
- 代码：https://github.com/vnmr/JointVideoPose3D

<a name="Scene-Text-Detection"></a>

# 点云

## 点云分类

**PointAugment: an Auto-Augmentation Framework for Point Cloud Classification**

- 论文：https://arxiv.org/abs/2002.10876 
- 代码（即将开源）： https://github.com/liruihui/PointAugment/ 

# 场景文本检测

**ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network**

- 论文：https://arxiv.org/abs/2002.10200 
- 代码（即将开源）：https://github.com/Yuliang-Liu/bezier_curve_text_spotting
- 代码（即将开源）：https://github.com/aim-uofa/adet 

<a name="Scene-Text-Recognition"></a>

# 场景文本识别

**ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network**

- 论文：https://arxiv.org/abs/2002.10200 
- 代码（即将开源）：https://github.com/aim-uofa/adet 

<a name="Super-Resolution"></a>

# 超分辨率

## 视频超分辨率

**Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution**

- 论文：https://arxiv.org/abs/2002.11616 
- 代码：https://github.com/Mukosame/Zooming-Slow-Mo-CVPR-2020 

<a name="Model-Pruning"></a>

# 模型剪枝

**HRank: Filter Pruning using High-Rank Feature Map**

- 论文：http://arxiv.org/abs/2002.10179
- 代码：https://github.com/lmbxmu/HRank 

<a name="Action-Recognition"></a>

# 行为识别

<a name="Crowd-Counting"></a>

# 人群计数

<a name="Depth-Estimation"></a>

# 深度估计

# 深度估计

## 单目深度估计

**Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation**

- 论文：https://arxiv.org/abs/2002.12114

- 代码：https://github.com/yzhao520/ARC

<a name="VQA"></a>

# 视觉问答

**VC R-CNN：Visual Commonsense R-CNN** 

- 论文：https://arxiv.org/abs/2002.12204
- 代码：https://github.com/Wangt-CN/VC-R-CNN

<a name="VLN"></a>

# 视觉语言导航

**Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-training**

- 论文：https://arxiv.org/abs/2002.10638
- 代码（即将开源）：https://github.com/weituo12321/PREVALENT

<a name="HTP"></a>

# 行人轨迹预测

**Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction**

- 论文：https://arxiv.org/abs/2002.11927 
- 代码：https://github.com/abduallahmohamed/Social-STGCNN 

<a name="Others"></a>

# 其他

**GhostNet: More Features from Cheap Operations**

- 论文：https://arxiv.org/abs/1911.11907

- 代码：https://github.com/iamhankai/ghostnet

**AdderNet: Do We Really Need Multiplications in Deep Learning?** 

- 论文：https://arxiv.org/abs/1912.13200 
- 代码：https://github.com/huawei-noah/AdderNet

**Deep Image Harmonization via Domain Verification** 

- 论文：https://arxiv.org/abs/1911.13239 
- 代码：https://github.com/bcmi/Image_Harmonization_Datasets

**Blurry Video Frame Interpolation**

- 论文：https://arxiv.org/abs/2002.12259 
- 代码：https://github.com/laomao0/BIN

https://github.com/charlesCXK/3D-SketchAware-SSC

https://github.com/Anonymous20192020/Anonymous_CVPR5767

https://github.com/avirambh/ScopeFlow

https://github.com/csbhr/CDVD-TSP

https://github.com/ymcidence/TBH

https://github.com/yaoyao-liu/mnemonics

https://github.com/meder411/Tangent-Images

https://github.com/KaihuaTang/Scene-Graph-Benchmark.pytorch

https://github.com/sjmoran/deep_local_parametric_filters

https://github.com/charlesCXK/3D-SketchAware-SSC

https://github.com/bermanmaxim/AOWS

<a name="Not-Sure"></a>

# 不确定中没中

**FADNet: A Fast and Accurate Network for Disparity Estimation**

- 论文：还没出来
- 代码：https://github.com/HKBU-HPML/FADNet

https://github.com/rFID-submit/RandomFID：不确定中没中

https://github.com/JackSyu/AE-MSR：不确定中没中

https://github.com/fastconvnets/cvpr2020：不确定中没中

https://github.com/aimagelab/meshed-memory-transformer：不确定中没中

https://github.com/TWSFar/CRGNet：不确定中没中

https://github.com/CVPR-2020/CDARTS：不确定中没中

https://github.com/anucvml/ddn-cvprw2020：不确定中没中

https://github.com/dl-model-recommend/model-trust：不确定中没中

https://github.com/apratimbhattacharyya18/CVPR-2020-Corr-Prior：不确定中没中

https://github.com/onetcvpr/O-Net：不确定中没中

https://github.com/502463708/Microcalcification_Detection：不确定中没中

https://github.com/anonymous-for-review/cvpr-2020-deep-smoke-machine：不确定中没中

https://github.com/anonymous-for-review/cvpr-2020-smoke-recognition-dataset：不确定中没中

https://github.com/cvpr-nonrigid/dataset：不确定中没中

https://github.com/theFool32/PPBA：不确定中没中

https://github.com/Realtime-Action-Recognition/Realtime-Action-Recognition