重磅 ! CVPR2020最新计算机视觉论文代码分类打包下载
日前,计算机视觉三大顶会之一CVPR2020接收结果已经公布,一共有1470篇论文被接收,接收率为22%,相比去年降低3个百分点,竞争越来越激烈。这里和大家分享整理的论文和代码资源,文末有资源的打包下载链接。
目录
- 一、CVPR 2020
- 二、 CVPR 2020论文分类
- 目标检测
- 图像分割
- 人脸识别
- 目标跟踪
- 三维点云&重建
- 姿态估计
- GAN
- 小样本&零样本
- 弱监督&无监督
- 神经网络
- 模型加速
- 视觉常识
- OCR
- 图像分类
- 图像处理
- 三、资源打包下载
一、CVPR 2020
CVPR 2020 将在西雅图举行,时间是 6 月 13-19 日。大会主席是 Gerard Medioni(南加州大学 & 亚马逊研究负责人,Amazon Go),Ramin Zabih(康奈尔大学)和 Terry Boult(科罗拉多斯普林斯分校)程序主席是刘策(谷歌 & MIT)、Greg Mori(加拿大西蒙弗雷泽大学),Kate Saenko(波士顿大学) 和 Silvio Savarese(斯坦福大学)。其中,华人程序主席刘策清华大学本硕,在 MIT 取得博士学位(CSAIL),2014 年加入谷歌,现任资深研究科学家。除了出任 CVPR 2020 联席程序主席,刘策还在 CVPR 2017 和 ICCV 2015 担任领域主席。
计算机视觉顶会CVPR2020官方今日发布接收论文列表(编号):http://cvpr2020.thecvf.com/sites/default/files/2020-02/accepted_list.txt
二、 CVPR 2020论文分类
目标检测
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection
论文地址:https://arxiv.org/abs/1912.02424
代码:https://github.com/sfzhang15/ATSSFew-Shot Object Detection with Attention-RPN and Multi-Relation Detector
论文地址:https://arxiv.org/abs/1908.01998
图像分割
Semi-Supervised Semantic Image Segmentation with Self-correcting Networks
论文地址:https://arxiv.org/abs/1811.07073Deep Snake for Real-Time Instance Segmentation
论文地址:https://arxiv.org/abs/2001.01629CenterMask : Real-Time Anchor-Free Instance Segmentation
论文地址:https://arxiv.org/abs/1911.06667
代码:https://github.com/youngwanLEE/CenterMaskSketchGCN: Semantic Sketch Segmentation with Graph Convolutional Networks
论文地址:https://arxiv.org/abs/2003.00678PolarMask: Single Shot Instance Segmentation with Polar Representation
论文地址:https://arxiv.org/abs/1909.13226
代码:https://github.com/xieenze/PolarMaskxMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation
论文地址:https://arxiv.org/abs/1911.12676BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation
论文地址:https://arxiv.org/abs/2001.00309Visual Commonsense R-CNN
论文地址:https://arxiv.org/abs/2002.12204Out-of-distribution
论文地址:https://arxiv.org/abs/2002.11297
人脸识别
Towards Universal Representation Learning for Deep Face Recognition
论文地址:https://arxiv.org/abs/2002.11841Suppressing Uncertainties for Large-Scale Facial Expression Recognition
论文地址:https://arxiv.org/abs/2002.10392
代码:https://github.com/kaiwang960112/Self-Cure-NetworkFace X-ray for More General Face Forgery Detection
论文地址:https://arxiv.org/pdf/1912.13458.pdf
目标跟踪
- ROAM: Recurrently Optimizing Tracking Model
论文地址:https://arxiv.org/abs/1907.12006
三维点云&重建
PF-Net: Point Fractal Network for 3D Point Cloud Completion
论文地址:https://arxiv.org/abs/2003.00410PointAugment: an Auto-Augmentation Framework for Point Cloud Classification
论文地址:https://arxiv.org/abs/2002.10876
代码:https://github.com/liruihui/PointAugment/Learning multiview 3D point cloud registration
论文地址:https://arxiv.org/abs/2001.05119C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds
论文地址:https://arxiv.org/abs/1912.07009RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds
论文地址:https://arxiv.org/abs/1911.11236Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image
论文地址:https://arxiv.org/abs/2002.12212Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion
论文地址:https://arxiv.org/abs/2003.01456In Perfect Shape: Certifiably Optimal 3D Shape Reconstruction from 2D Landmarks
论文地址:https://arxiv.org/pdf/1911.11924.pdf
姿态估计
VIBE: Video Inference for Human Body Pose and Shape Estimation
论文地址:https://arxiv.org/abs/1912.05656
代码:https://github.com/mkocabas/VIBEDistribution-Aware Coordinate Representation for Human Pose Estimation
论文地址:https://arxiv.org/abs/1910.06278
代码:https://github.com/ilovepose/DarkPose4D Association Graph for Realtime Multi-person Motion Capture Using Multiple Video Cameras
论文地址:https://arxiv.org/abs/2002.12625Optimal least-squares solution to the hand-eye calibration problem
论文地址:https://arxiv.org/abs/2002.10838D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry
论文地址:https://arxiv.org/abs/2003.01060Multi-Modal Domain Adaptation for Fine-Grained Action Recognition
论文地址:https://arxiv.org/abs/2001.09691Distribution Aware Coordinate Representation for Human Pose Estimation
论文地址:https://arxiv.org/abs/1910.06278The Devil is in the Details: Delving into Unbiased Data Processing for Human Pose Estimation
论文地址:https://arxiv.org/abs/1911.07524PVN3D: A Deep Point-wise 3D Keypoints Voting Network for 6DoF Pose Estimation
论文地址:https://arxiv.org/abs/1911.04231
GAN
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models
论文地址:https://arxiv.org/abs/1911.12287
代码:https://github.com/giannisdaras/ylgMSG-GAN: Multi-Scale Gradient GAN for Stable Image Synthesis
论文地址:https://arxiv.org/abs/1903.06048Robust Design of Deep Neural Networks against Adversarial Attacks based on Lyapunov Theory
论文地址:https://arxiv.org/abs/1911.04636
小样本&零样本
- Improved Few-Shot Visual Classification
论文地址:https://arxiv.org/pdf/1912.03432.pdf - Meta-Transfer Learning for Zero-Shot Super-Resolution
论文地址:https://arxiv.org/abs/2002.12213
弱监督&无监督
- Rethinking the Route Towards Weakly Supervised Object Localization
论文地址:https://arxiv.org/abs/2002.11359 - NestedVAE: Isolating Common Factors via Weak Supervision
论文地址:https://arxiv.org/abs/2002.11576 - Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation
论文地址:https://arxiv.org/abs/1911.07450 - Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction
论文地址:https://arxiv.org/abs/2003.01460
神经网络
Visual Commonsense R-CNN
论文地址:https://arxiv.org/abs/2002.12204GhostNet: More Features from Cheap Operations
论文地址:https://arxiv.org/abs/1911.11907
代码:https://github.com/iamhankai/ghostnetWatch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral
论文地址:https://arxiv.org/abs/2003.01826
模型加速
- GPU-Accelerated Mobile Multi-view Style Transfer
论文地址:https://arxiv.org/abs/2003.00706
视觉常识
- What it Thinks is Important is Important: Robustness Transfers through Input Gradients
论文地址:https://arxiv.org/abs/1912.05699 - Attentive Context Normalization for Robust Permutation-Equivariant Learning
论文地址:https://arxiv.org/abs/1907.02545 - Bundle Adjustment on a Graph Processor
论文地址:https://arxiv.org/abs/2003.03134 https://github.com/joeaortiz/gbp - Transferring Dense Pose to Proximal Animal Classes
论文地址:https://arxiv.org/abs/2003.00080 - Representations, Metrics and Statistics For Shape Analysis of Elastic Graphs
论文地址:https://arxiv.org/abs/2003.00287 - Learning in the Frequency Domain
论文地址:https://arxiv.org/abs/2002.12416 - Filter Grafting for Deep Neural Networks
论文地址:https://arxiv.org/pdf/2001.05868.pdf - ClusterFit: Improving Generalization of Visual Representations
论文地址:https://arxiv.org/abs/1912.03330 - Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction
论文地址:https://arxiv.org/abs/2002.11927 - Auto-Encoding Twin-Bottleneck Hashing
论文地址:https://arxiv.org/abs/2002.11930 - Learning Representations by Predicting Bags of Visual Words
论文地址:https://arxiv.org/abs/2002.12247 - Holistically-Attracted Wireframe Parsing
论文地址:https://arxiv.org/abs/2003.01663 - A General and Adaptive Robust Loss Function
论文地址:https://arxiv.org/abs/1701.03077 - A Characteristic Function Approach to Deep Implicit Generative Modeling
论文地址:https://arxiv.org/abs/1909.07425 - AdderNet: Do We Really Need Multiplications in Deep Learning?
论文地址:https://arxiv.org/pdf/1912.13200 - 12-in-1: Multi-Task Vision and Language Representation Learning
论文地址:https://arxiv.org/abs/1912.02315 - Making Better Mistakes: Leveraging Class Hierarchies with Deep Networks
论文地址:https://arxiv.org/abs/1912.09393 - CARS: Contunuous Evolution for Efficient Neural Architecture Search
论文地址:https://arxiv.org/pdf/1909.04977.pdf
代码:https://github.com/huawei-noah/CARS - Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-training
论文地址:https://arxiv.org/abs/2002.10638
代码:https://github.com/weituo12321/PREVALENT
OCR
- ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network
论文地址:https://arxiv.org/abs/2002.10200
代码:https://github.com/Yuliang-Liu/bezier_curve_text_spotting,https://github.com/aim-uofa/adet
图像分类
Self-training with Noisy Student improves ImageNet classification
论文地址:https://arxiv.org/abs/1911.04252Image Matching across Wide Baselines: From Paper to Practice
论文地址:https://arxiv.org/abs/2003.01587Towards Robust Image Classification Using Sequential Attention Models
论文地址:https://arxiv.org/abs/1912.02184视频分析
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications
论文地址:https://arxiv.org/abs/2003.01455
代码:https://github.com/bbrattoli/ZeroShotVideoClassificationSay As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene Graphs
论文地址:https://arxiv.org/abs/2003.00387Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning
论文地址:https://arxiv.org/abs/2003.00392Object Relational Graph with Teacher-Recommended Learning for Video Captioning
论文地址:https://arxiv.org/abs/2002.11566Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution
论文地址:https://arxiv.org/abs/2002.11616Blurry Video Frame Interpolation
论文地址:https://arxiv.org/abs/2002.12259Hierarchical Conditional Relation Networks for Video Question Answering
论文地址:https://arxiv.org/abs/2002.10698Action Modifiers:Learning from Adverbs in Instructional Video
论文地址:https://arxiv.org/abs/1912.06617
图像处理
Learning to Shade Hand-drawn Sketches
论文地址:https://arxiv.org/abs/2002.11812Single Image Reflection Removal through Cascaded Refinement
论文地址:https://arxiv.org/abs/1911.06634Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data
论文地址:https://arxiv.org/abs/2002.11297Deep Image Harmonization via Domain Verification
论文地址:https://arxiv.org/abs/1911.13239
代码:https://github.com/bcmi/Image_Harmonization_DatasetsRoutedFusion: Learning Real-time Depth Map Fusion
论文地址:https://arxiv.org/pdf/2001.04388.pdfBlurry Video Frame Interpolation
论文地址:https://arxiv.org/abs/2002.12259
三、资源打包下载
微信搜索“老和山算法指南”获取下载链接与技术交流群
后台回复“cvpr2020”下载资源,有问题可以私信博主,点赞关注的一般都会回复,一起努力,谢谢支持。
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