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

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ECCV2020-Code

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

关于往年CV顶会论文(如CVPR 2020、ICCV 2019、ECCV 2018)以及其他优质CV论文和大盘点,详见: https://github.com/amusi/daily-paper-computer-vision

CNN

WeightNet: Revisiting the Design Space of Weight Networks

Feature Pyramid Transformer

Dynamic Group Convolution for Accelerating Convolutional Neural Networks

Learning to Learn Parameterized Classification Networks for Scalable Input Images

Rethinking Bottleneck Structure for Efficient Mobile Network Design

MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution

PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

图像分类

Learning to Learn Parameterized Classification Networks for Scalable Input Images

Learning To Classify Images Without Labels

2D目标检测

BorderDet: Border Feature for Dense Object Detection

Multi-Scale Positive Sample Refinement for Few-Shot Object Detection

PIoU Loss: Towards Accurate Oriented Object Detection in Complex Environments

Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer

Probabilistic Anchor Assignment with IoU Prediction for Object Detection

HoughNet: Integrating near and long-range evidence for bottom-up object detection

OS2D: One-Stage One-Shot Object Detection by Matching Anchor Features

End-to-End Object Detection with Transformers

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training

遥感旋转目标检测

Arbitrary-Oriented Object Detection with Circular Smooth Label

3D目标检测

Pillar-based Object Detection for Autonomous Driving

EPNet: Enhancing Point Features with Image Semantics for 3D Object Detection

视频目标检测

Learning Where to Focus for Efficient Video Object Detection

语义分割

GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild

SegFix: Model-Agnostic Boundary Refinement for Segmentation

Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation

Improving Semantic Segmentation via Decoupled Body and Edge Supervision

实例分割

Boundary-preserving Mask R-CNN

Conditional Convolutions for Instance Segmentation

SOLO: Segmenting Objects by Locations

视频目标分割

Collaborative Video Object Segmentation by Foreground-Background Integration

Video Object Segmentation with Episodic Graph Memory Networks

单/多目标跟踪

Ocean: Object-aware Anchor-Free Tracking

多目标跟踪

Ocean: Object-aware Anchor-Free Tracking

TAO: A Large-Scale Benchmark for Tracking Any Object

Segment as Points for Efficient Online Multi-Object Tracking and Segmentation

GAN

XingGAN for Person Image Generation

NAS

Rethinking Bottleneck Structure for Efficient Mobile Network Design

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

3D点云(分类/分割/配准/补全等)

A Closer Look at Local Aggregation Operators in Point Cloud Analysis

3D点云补全

Multimodal Shape Completion via Conditional Generative Adversarial Networks

GRNet: Gridding Residual Network for Dense Point Cloud Completion

3D点云生成

Progressive Point Cloud Deconvolution Generation Network

人脸(检测/识别/解析等

Edge-aware Graph Representation Learning and Reasoning for Face Parsing

Re-ID

Temporal Complementary Learning for Video Person Re-Identification

论文下载链接:https://arxiv.org/abs/2007.09357

代码:https://github.com/blue-blue272/VideoReID-TCLNet

Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification

Robust Re-Identification by Multiple Views Knowledge Distillation

Multiple Expert Brainstorming for Domain Adaptive Person Re-identification

显著性检测(SOD)

Suppress and Balance: A Simple Gated Network for Salient Object Detection

Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection

A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection

Cross-Modal Weighting Network for RGB-D Salient Object Detection

BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network

Highly Efficient Salient Object Detection with 100K Parameters

模型压缩(剪枝/知识蒸馏等)

EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning

视频理解/行为识别/行为检测

Context-Aware RCNN: A Baseline for Action Detection in Videos

Actions as Moving Points

SF-Net: Single-Frame Supervision for Temporal Action Localization

Asynchronous Interaction Aggregation for Action Detection

场景文本检测

Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting

场景文本识别

Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting

特征点检测/描述符

Online Invariance Selection for Local Feature Descriptors

深度估计

单目深度估计

Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance

深度补全

Non-Local Spatial Propagation Network for Depth Completion

超分辨率

图像超分辨率

Learning with Privileged Information for Efficient Image Super-Resolution

Spatial-Angular Interaction for Light Field Image Super-Resolution

Invertible Image Rescaling

去模糊

End-to-end Interpretable Learning of Non-blind Image Deblurring

图像/视频修复(补全)

Learning Joint Spatial-Temporal Transformations for Video Inpainting

Rethinking Image Inpainting via a Mutual Encoder-Decoder with Feature Equalizations

图像检索

Self-supervising Fine-grained Region Similarities for Large-scale Image Localization

光流估计

LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation

车道线检测

Ultra Fast Structure-aware Deep Lane Detection

Gen-LaneNet: a generalized and scalable approach for 3D lane detection

轨迹预测

SimAug: Learning Robust Representations from 3D Simulation for Pedestrian Trajectory Prediction in Unseen Cameras

线段检测

Deep Hough-Transform Line Priors

数据集

PIoU Loss: Towards Accurate Oriented Object Detection in Complex Environments

DanbooRegion: An Illustration Region Dataset

Segment as Points for Efficient Online Multi-Object Tracking and Segmentation

Gen-LaneNet: a generalized and scalable approach for 3D lane detection

TAO: A Large-Scale Benchmark for Tracking Any Object

Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

AiR: Attention with Reasoning Capability

其他

Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets

A Generic Visualization Approach for Convolutional Neural Networks

Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches

GIQA: Generated Image Quality Assessment

Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

AiR: Attention with Reasoning Capability

Square Attack: a query-efficient black-box adversarial attack via random search

不确定中没中

Relation Aware Panoptic Segmentation

Spatial-Angular Interaction for Light Field Image Super-Resolution

TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval

Self-supervising Fine-grained Region Similarities for IBL

https://github.com/lelechen63/eccv2020

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