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(八:2020.08.27)CVPR 2020 追踪之论文纲要(译)

CVPR 2020 跟踪论文纲要(修正于2020年.08.27)

  • 讲在前面
  • 论文目录

讲在前面

  • 论坛上的许多博客对论文进行了总结和分类,但在医学领域,这些论文的筛选信息显然需要更详细的控制,所以他们大致筛选了1400篇论文的名称,希望找到一些答案来解决当前的问题。
  • 建议直接链接论文Google论文名比去各种论文或者顶会网站快多少。
  • 以下是机器翻译,我会慢慢修改,但现在请结合。如果你感兴趣,请问我处理这些论文并自动翻译脚本。
  • Respect!

论文目录

论文 概要
1.12-in-1 - Multi-Task Vision and Language Representation Learning <从多个单分类到多分类>
2.15 Keypoints Is All You Need 关于姿态识别
3.3D Human Mesh Regression With Dense Correspondence 2D图像到3D立体的估计
4.3D-MPA - Multi-Proposal Aggregation for 3D Semantic Instance Segmentation 3D实例分割在点云上
5.3D Packing for Self-Supervised Monocular Depth Estimation
6.3D Part Guided Image Editing for Fine-Grained Object Understanding
7.3D Photography Using Context-Aware Layered Depth Inpainting
8.3DRegNet - A Deep Neural Network for 3D Point Registration
9.3D Sketch-Aware Semantic Scene Completion via Semi-Supervised Structure Prior
10.3DSSD - Point-Based 3D Single Stage Object Detector
11.3DV - 3D Dynamic Voxel for Action Recognition in Depth Video
12.3D-ZeF - A 3D Zebrafish Tracking Benchmark Dataset
13.3FabRec - Fast Few-Shot Face Alignment by Reconstruction
14.4D Association Graph for Realtime Multi-Person Motion Capture Using Multiple Video Cameras
15.4D Visualization of Dynamic Events From Unconstrained Multi-View Videos
16.A2dele - Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection
17.AANet - Adaptive Aggregation Network for Efficient Stereo Matching
18.ABCNet - Real-Time Scene Text Spotting With Adaptive Bezier-Curve Network
19.Accurate Estimation of Body Height From a Single Depth Image via a Four-Stage Developing Network
20.A Certifiably Globally Optimal Solution to Generalized Essential Matrix Estimation
21.A Characteristic Function Approach to Deep Implicit Generative Modeling <隐式建模?>
22.Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations
23.ACNe - Attentive Context Normalization for Robust Permutation-Equivariant Learning
24.A Context-Aware Loss Function for Action Spotting in Soccer Videos
25.ActBERT - Learning Global-Local Video-Text Representations
26.ActionBytes - Learning From Trimmed Videos to Localize Actions
27.Action Genome - Actions As Compositions of Spatio-Temporal Scene Graphs
28.Action Modifiers - Learning From Adverbs in Instructional Videos
29.Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation
30.Active 3D Motion Visualization Based on Spatiotemporal Light-Ray Integration
31.ActiveMoCap - Optimized Viewpoint Selection for Active Human Motion Capture
32.Active Speakers in Context
33.Active Vision for Early Recognition of Human Actions
34.Actor-Transformers for Group Activity Recognition
35.AdaBits - Neural Network Quantization With Adaptive Bit-Widths
36.AdaCoF - Adaptive Collaboration of Flows for Video Frame Interpolation
37.AdaCoSeg - Adaptive Shape Co-Segmentation With Group Consistency Loss
38.Adaptive Dilated Network With Self-Correction Supervision for Counting
39.Adaptive Fractional Dilated Convolution Network for Image Aesthetics Assessment
40.Adaptive Graph Convolutional Network With Attention Graph Clustering for Co-Saliency Detection
41.Adaptive Hierarchical Down-Sampling for Point Cloud Classification
42.Adaptive Interaction Modeling via Graph Operations Search
43.Adaptive Loss-Aware Quantization for Multi-Bit Networks
44.Adaptive Subspaces for Few-Shot Learning
45.AD-Cluster - Augmented Discriminative Clustering for Domain Adaptive Person Re-Identification
46.AdderNet - Do We Really Need Multiplications in Deep Learning -
47.ADINet - Attribute Driven Incremental Network for Retinal Image Classification
48.A Disentangling Invertible Interpretation Network for Explaining Latent Representations
49.Advancing High Fidelity Identity Swapping for Forgery Detection
50.Adversarial Camouflage - Hiding Physical-World Attacks With Natural Styles
论文 概要
51.Adversarial Examples Improve Image Recognition
52.Adversarial Feature Hallucination Networks for Few-Shot Learning
53.Adversarial Latent Autoencoders
54.AdversarialNAS - Adversarial Neural Architecture Search for GANs
55.Adversarial Robustness - From Self-Supervised Pre-Training to Fine-Tuning
56.Adversarial Texture Optimization From RGB-D Scans
57.Adversarial Vertex Mixup - Toward Better Adversarially Robust Generalization
58.Advisable Learning for Self-Driving Vehicles by Internalizing Observation-to-Action Rules
59.Affinity Graph Supervision for Visual Recognition
60.A Graduated Filter Method for Large Scale Robust Estimation
61.Agriculture-Vision - A Large Aerial Image Database for Agricultural Pattern Analysis
62.A Hierarchical Graph Network for 3D Object Detection on Point Clouds
63.ALFRED - A Benchmark for Interpreting Grounded Instructions for Everyday Tasks
64.A Lighting-Invariant Point Processor for Shading
65.Alleviation of Gradient Exploding in GANs - Fake Can Be Real
66.All in One Bad Weather Removal Using Architectural Search
67.A Local-to-Global Approach to Multi-Modal Movie Scene Segmentation
68.A Model-Driven Deep Neural Network for Single Image Rain Removal
69.A Morphable Face Albedo Model
70.A Multigrid Method for Efficiently Training Video Models
71.A Multi-Hypothesis Approach to Color Constancy
72.A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection
73.An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image Forensics
74.Analyzing and Improving the Image Quality of StyleGAN
75.An Efficient PointLSTM for Point Clouds Based Gesture Recognition
76.An End-to-End Edge Aggregation Network for Moving Object Segmentation
77.A Neural Rendering Framework for Free-Viewpoint Relighting
78.AnimalWeb - A Large-Scale Hierarchical Dataset of Annotated Animal Faces
79.An Internal Covariate Shift Bounding Algorithm for Deep Neural Networks by Unitizing Layers’ Outputs
80.An Investigation Into the Stochasticity of Batch Whitening
81.Anisotropic Convolutional Networks for 3D Semantic Scene Completion
82.A Novel Recurrent Encoder-Decoder Structure for Large-Scale Multi-View Stereo Reconstruction From an Open Aerial Dataset
83.AOWS - Adaptive and Optimal Network Width Search With Latency Constraints
84.A Physics-Based Noise Formation Model for Extreme Low-Light Raw Denoising
85.Appearance Shock Grammar for Fast Medial Axis Extraction From Real Images
86.Approximating shapes in images with low-complexity polygons
87.APQ - Joint Search for Network Architecture, Pruning and Quantization Policy
88.A Programmatic and Semantic Approach to Explaining and Debugging Neural Network Based Object Detectors
89.A Quantum Computational Approach to Correspondence Problems on Point Sets
90.ARCH - Animatable Reconstruction of Clothed Humans
91.A Real-Time Cross-Modality Correlation Filtering Method for Referring Expression Comprehension
92.ARShadowGAN - Shadow Generative Adversarial Network for Augmented Reality in Single Light Scenes
93.Articulation-Aware Canonical Surface Mapping
94.A Self-supervised Approach for Adversarial Robustness
95.A Semi-Supervised Assessor of Neural Architectures
96.A Shared Multi-Attention Framework for Multi-Label Zero-Shot Learning
97.ASLFeat - Learning Local Features of Accurate Shape and Localization
98.A Sparse Resultant Based Method for Efficient Minimal Solvers
99.A Spatial RNN Codec for End-to-End Image Compression
100.A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image <医学图像插值>
论文 概要
101.Assessing Eye Aesthetics for Automatic Multi-Reference Eye In-Painting
102.Assessing Image Quality Issues for Real-World Problems
103.Associate-3Ddet - Perceptual-to-Conceptual Association for 3D Point Cloud Object Detection
104.A Stochastic Conditioning Scheme for Diverse Human Motion Prediction
105.A Transductive Approach for Video Object Segmentation
106.Attack to Explain Deep Representation
107.Attention-Aware Multi-View Stereo
108.Attention-Based Context Aware Reasoning for Situation Recognition
109.Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization
110.Attention-Driven Cropping for Very High Resolution Facial Landmark Detection
111.Attention-Guided Hierarchical Structure Aggregation for Image Matting
112.Attention Mechanism Exploits Temporal Contexts - Real-Time 3D Human Pose Reconstruction
113.Attention Scaling for Crowd Counting
114.Attentive Normalization for Conditional Image Generation
115.Attentive Weights Generation for Few Shot Learning via Information Maximization
116.Attribution in Scale and Space
117.AugFPN - Improving Multi-Scale Feature Learning for Object Detection
118.Augmenting Colonoscopy Using Extended and Directional CycleGAN for Lossy Image Translation <医学损坏图像修复>
119.Augment Your Batch - Improving Generalization Through Instance Repetition
120.A U-Net Based Discriminator for Generative Adversarial Networks unet
121.A Unified Object Motion and Affinity Model for Online Multi-Object Tracking
122.A Unified Optimization Framework for Low-Rank Inducing Penalties
123.Auto-Encoding Twin-Bottleneck Hashing
124.Autolabeling 3D Objects With Differentiable Rendering of SDF Shape Priors
125.Automatic Neural Network Compression by Sparsity-Quantization Joint Learning - A Constrained Optimization-Based Approach
126.AutoTrack - Towards High-Performance Visual Tracking for UAV With Automatic Spatio-Temporal Regularization
127.Auto-Tuning Structured Light by Optical Stochastic Gradient Descent
128.Auxiliary Training - Towards Accurate and Robust Models
129.AvatarMe - Realistically Renderable 3D Facial Reconstruction - In-the-Wild -
130.Averaging Essential and Fundamental Matrices in Collinear Camera Settings
131.BachGAN - High-Resolution Image Synthesis From Salient Object Layout
132.Background Data Resampling for Outlier-Aware Classification
133.Background Matting - The World Is Your Green Screen
134.BANet - Bidirectional Aggregation Network With Occlusion Handling for Panoptic Segmentation
135.Barycenters of Natural Images Constrained Wasserstein Barycenters for Image Morphing
136.Basis Prediction Networks for Effective Burst Denoising With Large Kernels
137.Bayesian Adversarial Human Motion Synthesis
138.BBN - Bilateral-Branch Network With Cumulative Learning for Long-Tailed Visual Recognition
139.BDD100K - A Diverse Driving Dataset for Heterogeneous Multitask Learning
140.BEDSR-Net - A Deep Shadow Removal Network From a Single Document Image
141.Belief Propagation Reloaded - Learning BP-Layers for Labeling Problems
142.Benchmarking Adversarial Robustness on Image Classification
143.Benchmarking the Robustness of Semantic Segmentation Models 语义分割鲁棒性测试
144.Better Captioning With Sequence-Level Exploration
145.Beyond Short-Term Snippet - Video Relation Detection With Spatio-Temporal Global Context
146.BFBox - Searching Face-Appropriate Backbone and Feature Pyramid Network for Face Detector
147.Bi3D - Stereo Depth Estimation via Binary Classifications
148.BiDet - An Efficient Binarized Object Detector
149.Bidirectional Graph Reasoning Network for Panoptic Segmentation
150.Bi-Directional Interaction Network for Person Search
论文 概要
151.Bi-Directional Relationship Inferring Network for Referring Image Segmentation 图像分割
152.BidNet - Binocular Image Dehazing Without Explicit Disparity Estimation
153.BiFuse - Monocular 360 Depth Estimation via Bi-Projection Fusion
154.Binarizing MobileNet via Evolution-Based Searching
155.BlendedMVS - A Large-Scale Dataset for Generalized Multi-View Stereo Networks
156.BlendMask - Top-Down Meets Bottom-Up for Instance Segmentation
157.Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network
158.Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation
159.Blur Aware Calibration of Multi-Focus Plenoptic Camera
160.Blurry Video Frame Interpolation
161.Bodies at Rest - 3D Human Pose and Shape Estimation From a Pressure Image Using Synthetic Data
162.Boosting Few-Shot Learning With Adaptive Margin Loss
163.Boosting Semantic Human Matting With Coarse Annotations
164.Boosting the Transferability of Adversarial Samples via Attention
165.Boundary-Aware 3D Building Reconstruction From a Single Overhead Image
166.Breaking the Cycle - Colleagues Are All You Need
167.Bridging the Gap Between Anchor-Based and Anchor-Free Detection via Adaptive Training Sample Selection
168.Bringing Old Photos Back to Life
169.BSP-Net - Generating Compact Meshes via Binary Space Partitioning
170.Bundle Adjustment on a Graph Processor
171.Bundle Pooling for Polygonal Architecture Segmentation Problem
172.Butterfly Transform - An Efficient FFT Based Neural Architecture Design
173.C2FNAS - Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation
174.Camera On-Boarding for Person Re-Identification Using Hypothesis Transfer Learning
175.Camera Trace Erasing
176.Camouflaged Object Detection
177.Can Deep Learning Recognize Subtle Human Activities -
178.Can Facial Pose and Expression Be Separated With Weak Perspective Camera -
179.Can Weight Sharing Outperform Random Architecture Search - An Investigation With TuNAS
180.Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning -
181.CARP - Compression Through Adaptive Recursive Partitioning for Multi-Dimensional Images
182.Cars Can’t Fly Up in the Sky - Improving Urban-Scene Segmentation via Height-Driven Attention Networks
183.CARS - Continuous Evolution for Efficient Neural Architecture Search
184.Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching
185.Cascaded Deep Monocular 3D Human Pose Estimation With Evolutionary Training Data
186.Cascaded Deep Video Deblurring Using Temporal Sharpness Prior
187.Cascaded Human-Object Interaction Recognition
188.Cascaded Refinement Network for Point Cloud Completion
189.Cascade EF-GAN - Progressive Facial Expression Editing With Local Focuses
190.CascadePSP - Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement
191.Category-Level Articulated Object Pose Estimation
192.Celeb-DF - A Large-Scale Challenging Dataset for DeepFake Forensics
193.CenterMask - Real-Time Anchor-Free Instance Segmentation
194.CenterMask - Single Shot Instance Segmentation With Point Representation
195.Central Similarity Quantization for Efficient Image and Video Retrieval
196.CentripetalNet - Pursuing High-Quality Keypoint Pairs for Object Detection
197.C-Flow - Conditional Generative Flow Models for Images and 3D Point Clouds
198.Channel Attention Based Iterative Residual Learning for Depth Map Super-Resolution
199.CIAGAN - Conditional Identity Anonymization Generative Adversarial Networks
200.Circle Loss - A Unified Perspective of Pair Similarity Optimization
论文 概要
201.Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation
202.Clean-Label Backdoor Attacks on Video Recognition Models
203.Closed-Loop Matters - Dual Regression Networks for Single Image Super-Resolution
204.Cloth in the Wind - A Case Study of Physical Measurement Through Simulation
205.ClusterFit - Improving Generalization of Visual Representations
206.ClusterVO - Clustering Moving Instances and Estimating Visual Odometry for Self and Surroundings
207.CNN-Generated Images Are Surprisingly Easy to Spot… for Now
208.COCAS - A Large-Scale Clothes Changing Person Dataset for Re-Identification
209.Cogradient Descent for Bilinear Optimization
210.Coherent Reconstruction of Multiple Humans From a Single Image
211.Collaborative Distillation for Ultra-Resolution Universal Style Transfer
212.Collaborative Motion Prediction via Neural Motion Message Passing
213.ColorFool - Semantic Adversarial Colorization
214.Combating Noisy Labels by Agreement - A Joint Training Method with Co-Regularization
215.Combining Detection and Tracking for Human Pose Estimation in Videos
216.Composed Query Image Retrieval Using Locally Bounded Features
217.Composing Good Shots by Exploiting Mutual Relations
218.Compositional Convolutional Neural Networks - A Deep Architecture With Innate Robustness to Partial Occlusion
219.Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation
220.Computing the Testing Error Without a Testing Set
221.Computing Valid P-Values for Image Segmentation by Selective Inference
222.Conditional Channel Gated Networks for Task-Aware Continual Learning
223.Conditional Gaussian Distribution Learning for Open Set Recognition
224.Connect-and-Slice - An Hybrid Approach for Reconstructing 3D Objects
225.CONSAC - Robust Multi-Model Fitting by Conditional Sample Consensus
226.Context-Aware and Scale-Insensitive Temporal Repetition Counting
227.Context-Aware Attention Network for Image-Text Retrieval
228.Context Aware Graph Convolution for Skeleton-Based Action Recognition
229.Context-Aware Group Captioning via Self-Attention and Contrastive Features
230.Context-Aware Human Motion Prediction
231.Context Prior for Scene Segmentation
232.Context R-CNN - Long Term Temporal Context for Per-Camera Object Detection
233.Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting
234.Continual Learning With Extended Kronecker-Factored Approximate Curvature
235.ContourNet - Taking a Further Step Toward Accurate Arbitrary-Shaped Scene Text Detection
236.Controllable Orthogonalization in Training DNNs
237.Controllable Person Image Synthesis With Attribute-Decomposed GAN
238.Conv-MPN - Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction
239.Convolution in the Cloud - Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis
240.CookGAN - Causality Based Text-to-Image Synthesis
241.Cooling-Shrinking Attack - Blinding the Tracker With Imperceptible Noises
242.Cops-Ref - A New Dataset and Task on Compositional Referring Expression Comprehension
243.Copy and Paste GAN - Face Hallucination From Shaded Thumbnails
244.Correction Filter for Single Image Super-Resolution - Robustifying Off-the-Shelf Deep Super-Resolvers
245.Correlating Edge, Pose With Parsing
246.Correlation-Guided Attention for Corner Detection Based Visual Tracking
247.Correspondence-Free Material Reconstruction using Sparse Surface Constraints
248.Correspondence Networks With Adaptive Neighbourhood Consensus
249.Cost Volume Pyramid Based Depth Inference for Multi-View Stereo
250.Counterfactual Samples Synthesizing for Robust Visual Question Answering
251.Counterfactual Vision and Language Learning
252.Counting Out Time - Class Agnostic Video Repetition Counting in the Wild
253.CoverNet - Multimodal Behavior Prediction Using Trajectory Sets
254.CPR-GCN - Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries
255.Creating Something From Nothing - Unsupervised Knowledge Distillation for Cross-Modal Hashing
256.CRNet - Cross-Reference Networks for Few-Shot Segmentation
257.Cross-Batch Memory for Embedding Learning
258.Cross-Domain Correspondence Learning for Exemplar-Based Image Translation
259.Cross-Domain Detection via Graph-Induced Prototype Alignment
260.Cross-Domain Document Object Detection - Benchmark Suite and Method
261.Cross-Domain Face Presentation Attack Detection via Multi-Domain Disentangled Representation Learning
262.Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation
263.Cross-Domain Semantic Segmentation via Domain-Invariant Interactive Relation Transfer
264.Cross-Modal Cross-Domain Moment Alignment Network for Person Search
265.Cross-Modal Deep Face Normals With Deactivable Skip Connections
266.Cross-Modality Person Re-Identification With Shared-Specific Feature Transfer
267.Cross-Modal Pattern-Propagation for RGB-T Tracking
268.Cross-Spectral Face Hallucination via Disentangling Independent Factors
269.Cross-View Correspondence Reasoning Based on Bipartite Graph Convolutional Network for Mammogram Mass Detection
270.Cross-View Tracking for Multi-Human 3D Pose Estimation at Over 100 FPS
271.CurricularFace - Adaptive Curriculum Learning Loss for Deep Face Recognition
272.CvxNet - Learnable Convex Decomposition
273.CycleISP - Real Image Restoration via Improved Data Synthesis
274.Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint Estimation
275.D2Det - Towards High Quality Object Detection and Instance Segmentation
276.D3Feat - Joint Learning of Dense Detection and Description of 3D Local Features
277.D3S - A Discriminative Single Shot Segmentation Tracker
278.D3VO - Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry
279.DaST - Data-Free Substitute Training for Adversarial Attacks
280.Data-Efficient Semi-Supervised Learning by Reliable Edge Mining
281.Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN
282.Dataless Model Selection With the Deep Frame Potential
283.Data Uncertainty Learning in Face Recognition
284.DAVD-Net - Deep Audio-Aided Video Decompression of Talking Heads
285.Deblurring by Realistic Blurring
286.Deblurring Using Analysis-Synthesis Networks Pair
287.Decoupled Representation Learning for Skeleton-Based Gesture Recognition
288.Deep 3D Capture - Geometry and Reflectance From Sparse Multi-View Images
289.Deep 3D Portrait From a Single Image
290.Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision
291.Deep Adversarial Decomposition - A Unified Framework for Separating Superimposed Images
292.DeepCap - Monocular Human Performance Capture Using Weak Supervision
293.DeepDeform - Learning Non-Rigid RGB-D Reconstruction With Semi-Supervised Data
294.Deep Degradation Prior for Low-Quality Image Classification
295.Deep Distance Transform for Tubular Structure Segmentation in CT Scans
296.DeepEMD - Few-Shot Image Classification With Differentiable Earth Mover’s Distance and Structured Classifiers
297.DeeperForensics-1.0 - A Large-Scale Dataset for Real-World Face Forgery Detection
298.DeepFaceFlow - In-the-Wild Dense 3D Facial Motion Estimation
299.Deep Face Super-Resolution With Iterative Collaboration Between Attentive Recovery and Landmark Estimation
300.Deep Facial Non-Rigid Multi-View Stereo

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论文 概要