kdhRGT / ECCV-2022-Papers

ECCV-2022-Papers

官网链接：https://eccv2022.ecva.net/

截稿日期：2022年3月7日(9:59PM CET, 11:59AM PST)

会议日期：2022年10月24日-2022年10月28日

历年综述论文分类汇总戳这里↘️CV-Surveys施工中~~~~~~~~~~

2022 年论文分类汇总戳这里

↘️CVPR-2022-Papers ↘️WACV-2022-Papers

2021年论文分类汇总戳这里

↘️ICCV-2021-Papers ↘️CVPR-2021-Papers

2020 年论文分类汇总戳这里

↘️CVPR-2020-Papers ↘️ECCV-2020-Papers

❣❣❣另外打包下载ECCV 2022论文，可在【我爱计算机视觉】微信公众号后台回复“paper”。截止 8 月 5 日，已整理 295 篇。

🐱	🐶	🐯	🐺
1.其它	2.Image Segmentation(图像分割)	3.Image Progress(图像处理)	4.Image Captioning(图像字幕)
5.Image/Video Retrieval(图像/视频检索)	6.Object Detection(目标检测)	7.Object Tracking(目标跟踪)	8.3D(三维视觉)
9.Human Pose Estimation(人体姿态估计)	10.Pose Estimation(物体姿势估计)	11.Video	12.Action Detection(人体动作检测与识别)
13.Human-Object Interaction(人物交互)	14.Visual Answer Questions(视觉问答)	15.Vision-Language(视觉语言)	16.Transformer
17.GAN	18.Image-to-Image Translation(图像到图像翻译)	19.Image Synthesis/Generation(图像合成)	20.Face(人脸)
21.Semi/self-supervised learning(半/自监督)	22.OCR	23.Medical Image(医学影像)	24.UAV/Remote Sensing/Satellite Image(无人机/遥感/卫星图像)

8月9日更新 16 篇

• 3D
  • PlaneFormers: From Sparse View Planes to 3D Reconstruction
    ⭐code🏠project📺video
• 去雪
  • SLiDE: Self-supervised LiDAR De-snowing through Reconstruction Difficulty
• 医学图像分割
  • Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration
    ⭐code
• HOS
  • Fine-Grained Egocentric Hand-Object Segmentation: Dataset, Model, and Applications
    ⭐code
• depth restoration
  • Domain Randomization-Enhanced Depth Simulation and Restoration for Perceiving and Grasping Specular and Transparent Objects
    ⭐code
• 类增量学习
  • Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer
    ⭐code🏠project
• GAN
  • Hierarchical Semantic Regularization of Latent Spaces in StyleGANs
    ⭐code🏠project
• 跟踪
  • Robust Multi-Object Tracking by Marginal Inference
• 目标检测
  • Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph
    😮oral⭐code
• 光流
  • Learning Omnidirectional Flow in 360-degree Video via Siamese Representation
    🏠project
• 图像修复
  • Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation
    ⭐code
• VL
  • Frozen CLIP Models are Efficient Video Learners
    ⭐code
• 无监督
  • Contrastive Positive Mining for Unsupervised 3D Action Representation Learning
• 异常检测
  • HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization
• OCR
  • GLASS: Global to Local Attention for Scene-Text Spotting
    ⭐code
• 检索
  • A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch
    ⭐code🏠project

—————————————————————————————————————————————

• human relighting
  • Geometry-aware Single-image Full-body Human Relighting
• 奇异值检测(Novelty Detection)
  • Semantic Novelty Detection via Relational Reasoning
    ⭐code
• Multi-attribute Learning
  • Label2Label: A Language Modeling Framework for Multi-Attribute Learning
    ⭐code
• 偏见识别
  • Discover and Mitigate Unknown Biases with Debiasing Alternate Networks
    ⭐code
• 新类别发现(Novel Class Discovery)
  • Novel Class Discovery without Forgetting
• 密集预测
  • FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic Upsampling
    ⭐code
• 变分自动编码器(VAEs)
  • Continual Variational Autoencoder Learning via Online Cooperative Memorization
    ⭐code
• 开集识别
  • Towards Accurate Open-Set Recognition via Background-Class Regularization
• 草图
  • Abstracting Sketches through Simple Primitives
    ⭐code
• Visual Grounding
  • SiRi: A Simple Selective Retraining Mechanism for Transformer-based Visual Grounding
    ⭐code
• 互动结构理解
  • Break and Make: Interactive Structural Understanding Using LEGO Bricks
    ⭐code
• HDR全景图生成
  • StyleLight: HDR Panorama Generation for Lighting Estimation and Editing
    ⭐code🏠project
• 手语识别
  • Automatic dense annotation of large-vocabulary sign language videos
    🏠project

光学、几何、光场成像

• 相机姿势
  • Camera Pose Auto-Encoders for Improving Pose Regression
    ⭐code

Data Augmentation(数据增强)

• TokenMix: Rethinking Image Mixing for Data Augmentation in Vision Transformers
  ⭐code

Scene Graph Generation(场景图生成)

• Panoptic Scene Graph Generation
  ⭐code🏠project
• Meta Spatio-Temporal Debiasing for Video Scene Graph Generation

Sound

• 视听分割
  • Audio-Visual Segmentation
    ⭐code
• 语音合成
  • VisageSynTalk: Unseen Speaker Video-to-Speech Synthesis via Speech-Visage Feature Selection
• 声音分离
  • AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation

Style Transfer(风格迁移)

• CCPL: Contrastive Coherence Preserving Loss for Versatile Style Transfer
  😮oral⭐code
• Learning Graph Neural Networks for Image Style Transfer
• 图像风格化
  • WISE: Whitebox Image Stylization by Example-based Learning
    ⭐code

Point Cloud(点云)

View Generation(视图生成)

• InfiniteNature-Zero: Learning Perpetual View Generation of Natural Scenes from Single Images
  😮oral
• CompNVS: Novel View Synthesis with Scene Completion

Dataset(数据集)

• COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated Texts
  ⭐code
  用于识别任意或截断文本的漫画拟声词数据集
• BRACE: The Breakdancing Competition Dataset for Dance Motion Synthesis
  🌻dataset
  用于舞蹈动作合成的霹雳舞比赛数据集
• CelebV-HQ: A Large-Scale Video Facial Attributes Dataset
  🌻dataset🏠project
  一个大规模的视频人脸属性数据集
• 数据集
  • UnrealEgo: A New Dataset for Robust Egocentric 3D Human Motion Capture
    ⭐code🏠project
    用于鲁棒性以自我为中心的三维人类运动捕捉的新数据集

Scene Flow Estimation(场景流估计)

• Bi-PointFlowNet: Bidirectional Learning for Point Cloud Based Scene Flow Estimation
  ⭐code
• What Matters for 3D Scene Flow Network
  ⭐code

Anomaly Detection(异常检测)

• Registration based Few-Shot Anomaly Detection
  😮oral⭐code
• Dynamic Local Aggregation Network with Adaptive Clusterer for Anomaly Detection
  ⭐code
• HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization
• 表面异常检测
  • DSR -- A dual subspace re-projection network for surface anomaly detection
    ⭐code

渲染

• Relighting4D: Neural Relightable Human from Videos
  ⭐code🏠project📺video
• MPIB: An MPI-Based Bokeh Rendering Framework for Realistic Partial Occlusion Effects
  ⭐code🏠project
• Approximate Differentiable Rendering with Algebraic Surfaces
  ⭐code🏠project
• AdaNeRF: Adaptive Sampling for Real-time Rendering of Neural Radiance Fields
  ⭐code🏠project
• Generalizable Patch-Based Neural Rendering
  😮oral⭐code🏠project
• Deforming Radiance Fields with Cages
  ⭐code🏠project
• NeuMesh: Learning Disentangled Neural Mesh-based Implicit Field for Geometry and Texture Editing
  😮oral⭐code🏠project

Few/Zero-Shot Learning/Domain Generalization/Adaptation(小/零样本/域泛化/适应)

• 小样本
  • Cross-Domain Cross-Set Few-Shot Learning via Learning Compact and Aligned Representations
    ⭐code
  • Self-Supervision Can Be a Good Few-Shot Learner
    ⭐code
  • VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments
    🏠project
• 零样本
  • Temporal and cross-modal attention for audio-visual zero-shot learning
    ⭐code
• 域适应
  • Prior Knowledge Guided Unsupervised Domain Adaptation
    ⭐code
  • CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation
    ⭐code
  • GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation
    ⭐code
  • Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation
    ⭐code
  • MemSAC: Memory Augmented Sample Consistency for Large Scale Domain Adaptation
    ⭐code🏠project
  • Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation
    ⭐code🏠project
• 域泛化
  • Grounding Visual Representations with Texts for Domain Generalization
    ⭐code
  • Improving Test-Time Adaptation via Shift-agnostic Weight Regularization and Nearest Source Prototypes

Semantic Correspondence(语义对应)

• Demystifying Unsupervised Semantic Correspondence Estimation
  ⭐code🏠project

GNN/GCN(图神经网络)

• GCN
  • End-to-end Graph-constrained Vectorized Floorplan Generation with Panoptic Refinement

Continual Learning(持续学习)

• Balancing Stability and Plasticity through Advanced Null Space in Continual Learning
  😮oral
• Online Continual Learning with Contrastive Vision Transformer

Metric Learning(度量学习)

• DAS: Densely-Anchored Sampling for Deep Metric Learning
  ⭐code

Incremental Learning(增量学习)

• Learning with Recoverable Forgetting
• Incremental Task Learning with Incremental Rank Updates
  ⭐code
• 类增量
  • Class-incremental Novel Class Discovery
    ⭐code
  • Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay
  • Few-Shot Class-Incremental Learning from an Open-Set Perspective
    ⭐code
  • Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer
    ⭐code🏠project

Adversarial Learning(对抗学习)

• Prior-Guided Adversarial Initialization for Fast Adversarial Training
  ⭐code
• Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness
  😮oral⭐code
• 对抗攻击
  • Frequency Domain Model Augmentation for Adversarial Attack
    ⭐code
  • Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal
    ⭐code
  • SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness

Transfer Learning(迁移学习)

• Factorizing Knowledge in Neural Networks
  ⭐code

Contrastive Learning(对比学习)

• Network Binarization via Contrastive Learning
• Adversarial Contrastive Learning via Asymmetric InfoNCE
  ⭐code
• Fast-MoCo: Boost Momentum-based Contrastive Learning with Combinatorial Patches
  ⭐code

Open-set Recognition(开集识别)

• DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition
• Difficulty-Aware Simulator for Open Set Recognition
  ⭐code

Machine Learning(机器学习)

• Predicting is not Understanding: Recognizing and Addressing Underspecification in Machine Learning

Feature Learning(联邦学习)

• Image Coding for Machines with Omnipotent Feature Learning

Meta-Learning(元学习)

• Bitwidth-Adaptive Quantization-Aware Neural Network Training: A Meta-Learning Approach

Model Compression/Knowledge Distillation/Pruning(模型压缩/知识蒸馏/剪枝)

• 知识蒸馏
  • Knowledge Condensation Distillation
    ⭐code
  • FedX: Unsupervised Federated Learning with Cross Knowledge Distillation
    ⭐code
  • Black-box Few-shot Knowledge Distillation
    ⭐code
  • Efficient One Pass Self-distillation with Zipf's Label Smoothing
    ⭐code
• 量化
  • Synergistic Self-supervised and Quantization Learning
    😮oral⭐code
  • PalQuant: Accelerating High-precision Networks on Low-precision Accelerators
    ⭐code
• 剪枝
  • FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification
    ⭐code
  • Trainability Preserving Neural Structured Pruning
    ⭐code

Point Cloud(点云)

• Few 'Zero Level Set'-Shot Learning of Shape Signed Distance Functions in Feature Space
• Dynamic 3D Scene Analysis by Point Cloud Accumulation
  ⭐code🏠project
• 点云定位
  • CPO: Change Robust Panorama to Point Cloud Localization
• 点云分割
• Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation
• 点云补全
  • SeedFormer: Patch Seeds based Point Cloud Completion with Upsample Transformer
    ⭐code
• 点云配准
  • SuperLine3D: Self-supervised Line Segmentation and Description for LiDAR Point Cloud
    ⭐code

SLAM/Augmented Reality/Virtual Reality/Robotics(增强/虚拟现实/机器人)

• VR
  • human volumetric capture(容积捕获)
    • AvatarCap: Animatable Avatar Conditioned Monocular Human Volumetric Capture
      ⭐code🏠project
• 虚拟试穿
  • Single Stage Virtual Try-on via Deformable Attention Flows
• 视觉定位(相机姿势估计)
  • MeshLoc: Mesh-Based Visual Localization
    ⭐code

Optical Flow(光流)

• Secrets of Event-Based Optical Flow
  ⭐code
• Deep 360∘ Optical Flow Estimation Based on Multi-Projection Fusion
• Learning Omnidirectional Flow in 360-degree Video via Siamese Representation
  🏠project

Re-identification(重识别)

• 重识别
  • Negative Samples are at Large: Leveraging Hard-distance Elastic Loss for Re-identification
• 行人搜索
  • OIMNet++: Prototypical Normalization and Localization-aware Learning for Person Search
    🏠project
  • Domain Adaptive Person Search
    😮oral⭐code

人体动作预测

• ERA: Expert Retrieval and Assembly for Early Action Prediction
• Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction

Neural Architecture Search(神经架构搜索)

• SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning
  ⭐code
• UniNet: Unified Architecture Search with Convolution, Transformer, and MLP
  ⭐code
• ScaleNet: Searching for the Model to Scale
  ⭐code
• CLOSE: Curriculum Learning On the Sharing Extent Towards Better One-shot NAS
  ⭐code

Image Classification(图像分类)

• Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset
  ⭐code
• Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels
  ⭐code
• Constructing Balance from Imbalance for Long-tailed Image Recognition
  ⭐code
• 小样本图像分类
  • Tree Structure-Aware Few-Shot Image Classification via Hierarchical Aggregation
    ⭐code
  • Tip-Adapter: Training-free Adaption of CLIP for Few-shot Classification
    ⭐code
• 长尾分类
  • Invariant Feature Learning for Generalized Long-Tailed Classification
    ⭐code
  • Tackling Long-Tailed Category Distribution Under Domain Shifts
    ⭐code🏠project
  • Identifying Hard Noise in Long-Tailed Sample Distribution
    😮oral⭐code
• 视觉分类
  • Visual Knowledge Tracing
    ⭐code
• 细粒度识别
  • Improving Fine-Grained Visual Recognition in Low Data Regimes via Self-Boosting Attention Mechanism
    ⭐code

Video/Image Super-Resolution(视频/图像超分辨率)

• 跨模态超分辨率
  • Learning Mutual Modulation for Self-Supervised Cross-Modal Super-Resolution
    ⭐code
• 图像超分辨率
  • Image Super-Resolution with Deep Dictionary
    ⭐code
  • CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution
    ⭐code
  • Reference-based Image Super-Resolution with Deformable Attention Transformer
    ⭐code
• 视频超分辨率
  • Towards Interpretable Video Super-Resolution via Alternating Optimization
    ⭐code
  • Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution
    ⭐code

25.Autonomous vehicles(自动驾驶)

• 车辆轨迹预测
  • Hierarchical Latent Structure for Multi-Modal Vehicle Trajectory Forecasting
    ⭐code
  • Action-based Contrastive Learning for Trajectory Prediction
  • D2-TPred: Discontinuous Dependency for Trajectory Prediction under Traffic Lights
    ⭐code
• 自动驾驶
  • ST-P3: End-to-end Vision-based Autonomous Driving via Spatial-Temporal Feature Learning
    ⭐code
  • Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction
• 轨迹预测
  • Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction
    ⭐code
  • Aware of the History: Trajectory Forecasting with the Local Behavior Data
    ⭐code
• 车道线检测
  • RCLane: Relay Chain Prediction for Lane Detection
• 行人轨迹预测
  • Human Trajectory Prediction via Neural Social Physics
    ⭐code

24.UAV/Remote Sensing/Satellite Image(无人机/遥感/卫星图像)

23.Medical Image(医学影像)

• 医学图像分割
  • Personalizing Federated Medical Image Segmentation via Local Calibration
    ⭐code
  • Learning Topological Interactions for Multi-Class Medical Image Segmentation
    😮oral⭐code
  • Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration
    ⭐code
• 放射科报告生成
  • Cross-modal Prototype Driven Network for Radiology Report Generation
    ⭐code
• 密集预测
  • ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images
    ⭐code
• retinal image matching(视网膜图像匹配)
  • Semi-Supervised Keypoint Detector and Descriptor for Retinal Image Matching
    ⭐code
• 支架追踪
  • Robust Landmark-based Stent Tracking in X-ray Fluoroscopy

22.OCR

• 文本识别
  • Text-DIAE: Degradation Invariant Autoencoders for Text Recognition and Document Enhancement
• 手写数学表达式识别
  • CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition
    ⭐code
  • When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition
    ⭐code
• 场景文本检测
  • Scene Text Recognition with Permuted Autoregressive Sequence Models
    ⭐code
  • Dynamic Low-Resolution Distillation for Cost-Efficient End-to-End Text Spotting
    ⭐code
  • SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition
  • Optimal Boxes: Boosting End-to-End Scene Text Recognition by Adjusting Annotated Bounding Boxes via Reinforcement Learning
  • Contextual Text Block Detection towards Scene Text Understanding
    🏠project
  • Toward Understanding WordArt: Corner-Guided Transformer for Scene Text Recognition
    😮oral⭐code
  • GLASS: Global to Local Attention for Scene-Text Spotting
    ⭐code
• 视频文本检测
  • Real-time End-to-End Video Text Spotter with Contrastive Representation Learning
    ⭐code

21.Semi/self-supervised learning(半/自监督)

• 无监督
  • Contrastive Positive Mining for Unsupervised 3D Action Representation Learning
• 自监督
  • GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning
    ⭐code
  • SdAE: Self-distillated Masked Autoencoder
    ⭐code
• 半监督
  • Towards Realistic Semi-Supervised Learning
  • OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning
  • Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning
    ⭐code
• 监督学习
  • Supervised Attribute Information Removal and Reconstruction for Image Manipulation
    ⭐code
  • Tailoring Self-Supervision for Supervised Learning
    ⭐code

20.Face(人脸)

• deepfake检测
  • Detecting and Recovering Sequential DeepFake Manipulation
    ⭐code🏠project
  • Explaining Deepfake Detection by Analysing Image Matching
    ⭐code
• 三维人脸
  • Structure-aware Editable Morphable Model for 3D Facial Detail Animation and Manipulation
    ⭐code
• 活体检测
  • Generative Domain Adaptation for Face Anti-Spoofing
• 人脸识别
  • Controllable and Guided Face Synthesis for Unconstrained Face Recognition
    ⭐code🏠project
• 人脸聚类
  • On Mitigating Hard Clusters for Face Clustering
    😮oral⭐code
• 谈话头像合成
  • Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis
    ⭐code🏠project

19.Image Synthesis/Generation(图像合成)

• Injecting 3D Perception of Controllable NeRF-GAN into StyleGAN for Editable Portrait Image Synthesis
  ⭐code🏠project
• Auto-regressive Image Synthesis with Integrated Quantization
  😮oral
• 图像生成
  • DeltaGAN: Towards Diverse Few-shot Image Generation with Sample-Specific Delta
    ⭐code
• 样本引导下的图像生成
  • DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image Generation
    ⭐code

18.Image-to-Image Translation(图像到图像翻译)

• VecGAN: Image-to-Image Translation with Interpretable Latent Directions
• Vector Quantized Image-to-Image Translation
  ⭐code🏠project
• 图像翻译
  • BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks
    ⭐code

17.GAN

• RepMix: Representation Mixing for Robust Attribution of Synthesized Images
  ⭐code
• FakeCLR: Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs
  ⭐code
• Generative Multiplane Images: Making a 2D GAN 3D-Aware
  ⭐code🏠project
• Generator Knows What Discriminator Should Learn in Unconditional GANs
  ⭐code
• Hierarchical Semantic Regularization of Latent Spaces in StyleGANs
  ⭐code🏠project
• 线稿上色
  • Eliminating Gradient Conflict in Reference-based Line-Art Colorization
    ⭐code
• 图像生成
  • WaveGAN: Frequency-aware GAN for High-Fidelity Few-shot Image Generation
    ⭐code

16.Transformer

• k-means Mask Transformer
  ⭐code
• Outpainting by Queries
  ⭐code
• Locality Guidance for Improving Vision Transformers on Tiny Datasets
  ⭐code
• TinyViT: Fast Pretraining Distillation for Small Vision Transformers
  ⭐code
• MeshMAE: Masked Autoencoders for 3D Mesh Data Analysis
• An Impartial Take to the CNN vs Transformer Robustness Contest

15.Vision-Language(视觉语言)

• FashionViL: Fashion-Focused Vision-and-Language Representation Learning
  ⭐code
• NewsStories: Illustrating articles with visual summaries
  ⭐code
• Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training Framework for Temporal Grounding
  ⭐code
• Frozen CLIP Models are Efficient Video Learners
  ⭐code
• 视觉表征学习
  • Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning
    ⭐code
  • Unsupervised Visual Representation Learning by Synchronous Momentum Grouping
  • Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training
    ⭐code

14.Visual Answer Questions(视觉问答)

• Weakly Supervised Grounding for VQA in Vision-Language Transformers
  ⭐code
• Rethinking Data Augmentation for Robust Visual Question Answering
  ⭐code
• Video Question Answering with Iterative Video-Text Co-Tokenization
  ⭐code
• Video-QA
  • Video Graph Transformer for Video Question Answering
    ⭐code

13.Human-Object Interaction(人物交互)

• Towards Hard-Positive Query Mining for DETR-based Human-Object Interaction Detection
  ⭐code
• Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos
• IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition
• Mining Cross-Person Cues for Body-Part Interactiveness Learning in HOI Detection
  ⭐code
• 交互式物体分割
  • Self-Supervised Interactive Object Segmentation Through a Singulation-and-Grasping Approach
    🏠project
• HOS
  • Fine-Grained Egocentric Hand-Object Segmentation: Dataset, Model, and Applications
    ⭐code

12.Action Detection(人体动作检测与识别)

• 动作识别
  • Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition
  • Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning
    ⭐code
  • An Efficient Spatio-Temporal Pyramid Transformer for Action Detection
  • Spatiotemporal Self-attention Modeling with Temporal Patch Shift for Action Recognition
    ⭐code
• Privacy-Preserving Action Recognition via Motion Difference Quantization
  ⭐code
• 基于骨架动作识别
  • Global-local Motion Transformer for Unsupervised Skeleton-based Action Learning
    ⭐code
• 小样本动作识别
  • Compound Prototype Matching for Few-shot Action Recognition
• 社会群体活动识别
  • Hunting Group Clues with Transformers for Social Group Activity Recognition
  • Entry-Flipped Transformer for Inference and Prediction of Participant Behavior
• 时序动作检测
  • Semi-Supervised Temporal Action Detection with Proposal-Free Masking
    ⭐code
  • Temporal Action Detection with Global Segmentation Mask Learning
    ⭐code
  • ReAct: Temporal Action Detection with Relational Queries
    ⭐code
  • Zero-Shot Temporal Action Detection via Vision-Language Prompting
    ⭐code
  • Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions
    ⭐code
• Action Quality Assessment(行动质量评估)
  • Action Quality Assessment with Temporal Parsing Transformer

11.Video

• 视频-视频合成
  • Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis
    ⭐code🏠project
• 视频生成
  • RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos
    😮oral⭐code
• 视频质量评估
  • FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling
    ⭐code
  • Telepresence Video Quality Assessment
• 视频修复
  • Error Compensation Framework for Flow-Guided Video Inpainting
• 视频去模糊
  • Spatio-Temporal Deformable Attention Network for Video Deblurring
    ⭐code🏠project
  • Efficient Video Deblurring Guided by Motion Magnitude
    ⭐code
• 视频对话
  • Video Dialog as Conversation about Objects Living in Space-Time
    ⭐code
• 有源扬声器检测(视频会议)
  • Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection
    ⭐code
• VOS
  • XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
    ⭐code🏠project📺video
  • Tackling Background Distraction in Video Object Segmentation
    ⭐code
  • Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation
    ⭐code
  • Learning Quality-aware Dynamic Memory for Video Object Segmentation
    ⭐code
• VIS
  • In Defense of Online Models for Video Instance Segmentation
    
    😮oral⭐code
  • Video Mask Transfiner for High-Quality Video Instance Segmentation
• VSS
  • Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation
    ⭐code
  • Domain Adaptive Video Segmentation via Temporal Pseudo Supervision
    ⭐code
• 视频抠图
  • One-Trimap Video Matting
    ⭐code📺video
• 视频表征
  • E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal Context
    ⭐code
  • Static and Dynamic Concepts for Self-supervised Video Representation Learning
• 视频传输
  • Efficient Meta-Tuning for Content-aware Neural Video Delivery
    ⭐code
• 运动分割
  • ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild
    ⭐code🏠project
• 视频异常检测
  • Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles
    ⭐code
• 视频识别
  • Temporal Saliency Query Network for Efficient Video Recognition
    🏠project
  • NSNet: Non-saliency Suppression Sampler for Efficient Video Recognition
    🏠project
  • Expanding Language-Image Pretrained Models for General Video Recognition
    😮oral⭐code
• 视频理解
  • Spotting Temporally Precise, Fine-Grained Events in Video
    ⭐code🏠project
  • Point Primitive Transformer for Long-Term 4D Point Cloud Video Understanding
• 视频分类
  • Inductive and Transductive Few-Shot Video Classification via Appearance and Temporal Alignments
    ⭐code
• 视频卷帘快门(Rolling shutter)
  • Combining Internal and External Constraints for Unrolling Shutter in Videos
• Video Transition Effects(视频转场特效)
  • AutoTransition: Learning to Recommend Video Transition Effects
    ⭐code
• 视频编解码
  • AlphaVC: High-Performance and Efficient Learned Video Compression

10.Pose Estimation(物体姿势估计)

• 物体姿势
  • Neural Correspondence Field for Object Pose Estimation
    ⭐code🏠project
• 抓取物体姿势估计
  • TransGrasp: Grasp Pose Estimation of a Category of Objects by Transferring Grasps from Only One Labeled Instance
    ⭐code
• 6D
  • Category-Level 6D Object Pose and Size Estimation using Self-Supervised Deep Prior Deformation Networks
    ⭐code
  • ShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose Optimization
    🏠project
  • RBP-Pose: Residual Bounding Box Projection for Category-Level Pose Estimation
    ⭐code
• 9D
  • CATRE: Iterative Point Clouds Alignment for Category-level Object Pose Refinement
    ⭐code

9.Human Pose Estimation(人体姿态估计)

• Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation
• Pose for Everything: Towards Category-Agnostic Pose Estimation
  😮oral⭐code
• 运动捕捉
  • TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts
    ⭐code🏠project
• 基于点的衣着人体建模
  • Learning Implicit Templates for Point-Based Clothed Human Modeling
    ⭐code🏠project
• 动态人体数字化
  • NDF: Neural Deformable Fields for Dynamic Human Modelling
    ⭐code
• 人体姿势与形状估计
  • CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation
    😮oral⭐code
• 三维人体姿势估计
  • DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human Pose Estimation
    ⭐code
  • Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection
  • Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation
• 三维人体重建
  • 3D Clothed Human Reconstruction in the Wild
    ⭐code
  • UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation
    ⭐code
  • The One Where They Reconstructed 3D Humans and Environments in TV Shows
    ⭐code🏠project
• 三维交互式手部姿势估计
  • 3D Interacting Hand Pose Estimation by Hand De-occlusion and Removal
    ⭐code
  • S2Contact: Graph-based Network for 3D Hand-Object Contact Estimation with Semi-Supervised Learning
    ⭐code🏠project
• 姿势合成
  • TIPS: Text-Induced Pose Synthesis
    ⭐code🏠project
• 手物重建
  • AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction
    ⭐code🏠project
• 人体与场景的交互
  • Compositional Human-Scene Interaction Synthesis with Semantic Control
    ⭐code
• 人体姿势建模
  • Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
    😮oral🏠project
• 姿势跟踪
  • AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing
    ⭐code
• 三维人体网格恢复
  • Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers
    ⭐code
• 三维人体运动预测
  • Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction
    ⭐code
• 姿势迁移
  • Skeleton-free Pose Transfer for Stylized 3D Characters
    ⭐code🏠project
  • Cross Attention Based Style Distribution for Controllable Person Image Synthesis
    ⭐code

8.3D(三维视觉)

• DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated Images
• Towards High-Fidelity Single-view Holistic Reconstruction of Indoor Scenes
  ⭐code
• Self-calibrating Photometric Stereo by Neural Inverse Rendering
  ⭐code
• MVS
  • MVPS
    • PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo
      🏠project
• 3D场景合成
  • Simple and Effective Synthesis of Indoor 3D Scenes
    📺video
• 场景重建
  • Initialization and Alignment for Adversarial Texture Optimization
    ⭐code🏠project
• 深度估计
  • Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches
  • Towards Scale-Aware, Robust, and Generalizable Unsupervised Monocular Depth Estimation by Integrating IMU Motion Dynamics
    ⭐code
  • JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes
    ⭐code
  • RA-Depth: Resolution Adaptive Self-Supervised Monocular Depth Estimation
    ⭐code
  • PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation
  • Depth Field Networks for Generalizable Multi-view Scene Representation
    🏠project
  • Gradient-based Uncertainty for Monocular Depth Estimation
    ⭐code
• 三维视觉
  • A Closer Look at Invariances in Self-supervised Pre-training for 3D Vision
  • Neural Density-Distance Fields
    ⭐code
• 三维房间布局
  • 3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform
    ⭐code
• 三维重建
  • Object-Compositional Neural Implicit Surfaces
    ⭐code🏠project📺video
  • Perspective Phase Angle Model for Polarimetric 3D Reconstruction
    ⭐code
  • Monocular 3D Object Reconstruction with GAN Inversion
    ⭐code🏠project
  • Structural Causal 3D Reconstruction
  • 2D GANs Meet Unsupervised Single-view 3D Reconstruction
    ⭐code🏠project
  • Few-shot Single-view 3D Reconstruction with Memory Prior Contrastive Network
  • PlaneFormers: From Sparse View Planes to 3D Reconstruction
    ⭐code🏠project📺video
• 三维形状
  • 3D Shape Sequence of Human Comparison and Classification using Current and Varifolds
    ⭐code
  • 3D形状匹配
    • Unsupervised Deep Multi-Shape Matching
  • 3D形状合成
    • Cross-Modal 3D Shape Generation and Manipulation
      ⭐code🏠project
• depth restoration
  • Domain Randomization-Enhanced Depth Simulation and Restoration for Perceiving and Grasping Specular and Transparent Objects
    ⭐code

7.Object Tracking(目标跟踪)

• Towards Grand Unification of Object Tracking
  😮oral⭐code
  📰ECCV 2022 Oral《Unicorn》首次统一了四项目标跟踪任务的网络结构与学习范式，在8个富有挑战性的数据集上SOTA
• 3D跟踪
  • 3D Siamese Transformer Network for Single Object Tracking on Point Clouds
    ⭐code
  • Large-displacement 3D Object Tracking with Hybrid Non-local Optimization
    ⭐code
• 多目标跟踪
  • Tracking Objects as Pixel-wise Distributions
    😮oral
  • The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting
  • MOTCOM: The Multi-Object Tracking Dataset Complexity Metric
    ⭐code🏠project
  • Tracking Every Thing in the Wild
  • PolarMOT: How Far Can Geometric Relations Take Us in 3D Multi-Object Tracking?
  • SOMPT22: A Surveillance Oriented Multi-Pedestrian Tracking Dataset
  • Robust Multi-Object Tracking by Marginal Inference
• 视觉跟踪
  • AiATrack: Attention in Attention for Transformer Visual Tracking
    ⭐code

6.Object Detection(目标检测)

• Should All Proposals be Treated Equally in Object Detection?
  ⭐code
• HEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors
  ⭐code
• Adversarially-Aware Robust Object Detector
  😮oral⭐code
• ObjectBox: From Centers to Boxes for Anchor-Free Object Detection
  😮oral⭐code
• Point-to-Box Network for Accurate Object Detection via Single Point Supervision
  ⭐code
• You Should Look at All Objects
  ⭐code
• Class-agnostic Object Detection with Multi-modal Transformer
  ⭐code
  使用多模态 ViTs 和人类可理解的文本查询来生成高质量的OP
• Exploiting Unlabeled Data with Vision and Language Models for Object Detection
  ⭐code
• PoserNet: Refining Relative Camera Poses Exploiting Object Detections
  ⭐code
• Robust Object Detection With Inaccurate Bounding Boxes
  ⭐code
• UC-OWOD: Unknown-Classified Open World Object Detection
  ⭐code
• Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object
  ⭐code
• 3D目标检测
  • DID-M3D: Decoupling Instance Depth for Monocular 3D Object Detection
    ⭐code
  • Rethinking IoU-based Optimization for Single-stage 3D Object Detection
    ⭐code
  • Densely Constrained Depth Estimator for Monocular 3D Object Detection
    ⭐code
  • AutoAlignV2: Deformable Feature Aggregation for Dynamic Multi-Modal 3D Object Detection
    ⭐code
  • DEVIANT: Depth EquiVarIAnt NeTwork for Monocular 3D Object Detection
    ⭐code
  • Label-Guided Auxiliary Training Improves 3D Object Detector
    ⭐code
  • Monocular 3D Object Detection with Depth from Motion
    😮oral⭐code
  • MV-FCOS3D++: Multi-View Camera-Only 4D Object Detection with Pretrained Monocular Backbones
    😮oral⭐code
  • Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph
    😮oral⭐code
• 半监督目标检测
  • Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection
    ⭐code
• 小样本目标检测
  • Rethinking Few-Shot Object Detection on a Multi-Domain Benchmark
    ⭐code
  • Multi-Faceted Distillation of Base-Novel Commonality for Few-shot Object Detection
    ⭐code
• 显著目标检测
  • SESS: Saliency Enhancing with Scaling and Sliding
    ⭐code
  • SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection
    ⭐code
  • Salient Object Detection for Point Clouds
    ⭐code
  • KD-SCFNet: Towards More Accurate and Efficient Salient Object Detection via Knowledge Distillation
    ⭐code
• 弱监督目标检测
  • Active Learning Strategies for Weakly-supervised Object Detection
    ⭐code
  • W2N:Switching From Weak Supervision to Noisy Supervision for Object Detection
    ⭐code
• 目标定位
  • Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization
    ⭐code
  • Weakly Supervised Object Localization via Transformer with Implicit Spatial Calibration
    ⭐code
  • On Label Granularity and Object Localization
• 单阶目标检测
  • Unsupervised Domain Adaptation for One-stage Object Detector using Offsets to Bounding Box
• 目标计数
  • Few-shot Object Counting and Detection
    ⭐code
• OOD
  • Out-of-Distribution Detection with Semantic Mismatch under Masking
    ⭐code

5.Image/Video Retrieval(图像/视频检索)

• 跨域检索
  • Feature Representation Learning for Unsupervised Cross-domain Image Retrieval
    ⭐code
• 图像检索
  • Hierarchical Average Precision Training for Pertinent Image Retrieval
    ⭐code
  • Adaptive Fine-Grained Sketch-Based Image Retrieval
    ⭐code
  • A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch
    ⭐code🏠project
• 视频检索
  • LocVTP: Video-Text Pre-training for Temporal Localization
    ⭐code
  • Video Geo-localization(检索)
    • GAMa: Cross-view Video Geo-localization
      ⭐code
• 文本-视频检索
  • TS2-Net: Token Shift and Selection Transformer for Text-Video Retrieval
    ⭐code

4.Video/Image Captioning(视频/图像字幕)

• 图像字幕
  • GRIT: Faster and Better Image captioning Transformer Using Dual Visual Features
    ⭐code
  • Explicit Image Caption Editing
    ⭐code

3.Image Progress(图像处理)

• 图像质量评估
  • Shift-tolerant Perceptual Similarity Metric
    ⭐code
• 图像修补(image retouching)
  • Neural Color Operators for Sequential Image Retouching
    ⭐code
• 图像变形(Image Warping)
  • Learning Local Implicit Fourier Representation for Image Warping
    ⭐code
• 图像恢复
  • D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration
    ⭐code
• 图像修复
  • Learning Prior Feature and Attention Enhanced Image Inpainting
    ⭐code
  • Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation
    ⭐code
• 图像增强
  • SepLUT: Separable Image-adaptive Lookup Tables for Real-time Image Enhancement
  • Uncertainty Inspired Underwater Image Enhancement
    ⭐code
  • Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression
    ⭐code
• 图像和谐化
  • DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization
    😮oral⭐code
• 去噪
  • Deep Semantic Statistics Matching (D2SM) Denoising Network
    ⭐code🏠project
  • Optimizing Image Compression via Joint Learning with Denoising
    ⭐code
• 去雪
  • SLiDE: Self-supervised LiDAR De-snowing through Reconstruction Difficulty
• 去模糊
  • Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance
    ⭐code
• 去摩尔纹
  • Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing
    ⭐code🏠project
• 语义图像编辑
  • Context-Consistent Semantic Image Editing with Style-Preserved Modulation
    ⭐code

2.Image Segmentation(图像分割)

• PseudoClick: Interactive Image Segmentation with Click Imitation
• 语义分割
  • 2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds
    ⭐code
  • Open-world Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding
  • ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation
  • 域适应语义分割
    • DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation
      ⭐code
    • Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions
      ⭐code
    • Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation
      ⭐code🏠project
  • 小样本语义分割
    • Self-Support Few-Shot Semantic Segmentation
      ⭐code
• 实例分割
  • OSFormer: One-Stage Camouflaged Instance Segmentation with Transformers
    ⭐code
  • 3D Instances as 1D Kernels
    ⭐code
  • Box-supervised Instance Segmentation with Level Set Evolution
    ⭐code
  • Long-tailed Instance Segmentation using Gumbel Optimized Loss
    ⭐code
  • Active Pointly-Supervised Instance Segmentation
• 小样本分割
  • Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation
    ⭐code
  • Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation
    ⭐code🏠project
  • Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation
    ⭐code
• 抠图
  • TransMatting: Enhancing Transparent Objects Matting with Transformers
    ⭐code

1.其它

• Differentiable Rendering for Synthetic Aperture Radar Imagery
• Batch-efficient EigenDecomposition for Small and Medium Matrices
  ⭐code
• Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling
• Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality
  ⭐code
• Contrastive Deep Supervision
  ⭐code
• Organic Priors in Non-Rigid Structure from Motion
  😮oral
• Bootstrapped Masked Autoencoders for Vision BERT Pretraining
  ⭐code
• Lipschitz Continuity Retained Binary Neural Network
  ⭐code
• NeFSAC: Neurally Filtered Minimal Samples
  ⭐code
• Towards Understanding The Semidefinite Relaxations of Truncated Least-Squares in Robust Rotation Search
• Latency-Aware Collaborative Perception
  ⭐code
• MHR-Net: Multiple-Hypothesis Reconstruction of Non-Rigid Shapes from 2D Views
• SelectionConv: Convolutional Neural Networks for Non-rectilinear Image Data
• Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain
  ⭐code
• Discrete-Constrained Regression for Local Counting Models
• On the Versatile Uses of Partial Distance Correlation in Deep Learning
  ⭐code
• Streamable Neural Fields
  ⭐code
• Contributions of Shape, Texture, and Color in Visual Recognition
  ⭐code
• Single Frame Atmospheric Turbulence Mitigation: A Benchmark Study and A New Physics-Inspired Transformer Model
• Latent Discriminant deterministic Uncertainty
  ⭐code
• SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic Networks
  ⭐code
• UFO: Unified Feature Optimization
  ⭐code
• POP: Mining POtential Performance of new fashion products via webly cross-modal query expansion
  ⭐code
• My View is the Best View: Procedure Learning from Egocentric Videos
  ⭐code🏠project
• Equivariance and Invariance Inductive Bias for Learning from Insufficient Data
  ⭐code
• Contrastive Monotonic Pixel-Level Modulation
  😮oral⭐code
• Neural-Sim: Learning to Generate Training Data with NeRF
  ⭐code
• Learning Hierarchy Aware Features for Reducing Mistake Severity
  ⭐code
• Translating a Visual LEGO Manual to a Machine-Executable Plan
  ⭐code🏠project
• Hardly Perceptible Trojan Attack against Neural Networks with Bit Flips
  ⭐code
• LGV: Boosting Adversarial Example Transferability from Large Geometric Vicinity
• MonteBoxFinder: Detecting and Filtering Primitives to Fit a Noisy Point Cloud
  ⭐code🏠project
• Neural Strands: Learning Hair Geometry and Appearance from Multi-View Images
  🏠project
• A Repulsive Force Unit for Garment Collision Handling in Neural Networks
  🏠project
• Minimal Neural Atlas: Parameterizing Complex Surfaces with Minimal Charts and Distortion
  ⭐code
• Revisiting the Critical Factors of Augmentation-Invariant Representation Learning
  ⭐code
• Fast Two-step Blind Optical Aberration Correction
  ⭐code
• Transformers as Meta-Learners for Implicit Neural Representations
  ⭐code🏠project
• Neighborhood Collective Estimation for Noisy Label Identification and Correction
  ⭐code

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