H-jh20/CVPR-2022-Papers

CVPR-2022-Papers

官网链接：https://cvpr2022.thecvf.com/

开会时间：2022年6月19日-6月24日

❣❣❣近日，CVPR 2022 接收论文公布！ 总计2067篇！，部分预印版论文也陆续发布中，本文档也将持续收录更新，多多关注!!

❗❗❗ 4月6日更新 21 篇。

• 形状补全
  • ShapeFormer: Transformer-based Shape Completion via Sparse Representation
    ⭐code🏠project
• GAN
  • InsetGAN for Full-Body Image Generation
    🏠project
• 航空图像分割
  • Revisiting Near/Remote Sensing with Geospatial Attention
• 轨迹重建
  • MonoTrack: Shuttle trajectory reconstruction from monocular badminton video
• Text Spotting
  • Text Spotting Transformers
    ⭐code📰粗解
• 深度估计
  • P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior
    ⭐code
• 目标检测
  • Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation
    ⭐code
• 组动作识别
  • Dual-AI: Dual-path Action Interaction Learning for Group Activity Recognition
    😮oral
  • Detector-Free Weakly Supervised Group Activity Recognition
• Visual Grounding
  • Multi-View Transformer for 3D Visual Grounding
    ⭐code
• 三维服装变形
  • SNUG: Self-Supervised Neural Dynamic Garments
    😮oral⭐code
• 神经渲染
  • IRON: Inverse Rendering by Optimizing Neural SDFs and Materials from Photometric Images
    😮oral🏠project
• 图像合成
  • Arbitrary-Scale Image Synthesis
    ⭐code📰粗解
• VQA
  • SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering
    ⭐code📰粗解
• 视觉地理定位
  • Rethinking Visual Geo-localization for Large-Scale Applications
    ⭐code
• 几何图形
  • Neural Convolutional Surfaces
    🏠project
  • GLASS: Geometric Latent Augmentation for Shape Spaces
    ⭐code🏠project
• 数据集
  • ObjectFolder 2.0: A Multisensory Object Dataset for Sim2Real Transfer
    ⭐code🏠project📰粗解
• 分割
  • Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation
    ⭐code
  • Semi-supervised Semantic Segmentation with Error Localization Network
    ⭐code🏠project📰粗解
• 其它
  • Leveraging Equivariant Features for Absolute Pose Regression

❗❗❗ 4月5日更新 篇。

⭐[code]🏠[project]
🏠[project] 📰[粗解]
😮oral 📰粗解

❗❗❗ 4月4日更新 篇。

❗❗❗ 4月1日更新 33 篇。

• HOI
  • D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions
    🏠code
• 多任务学习
  • Task Adaptive Parameter Sharing for Multi-Task Learning
• 类增量
  • Constrained Few-shot Class-incremental Learning
    ⭐code
• 分割
  • ReSTR: Convolution-free Referring Image Segmentation Using Transformers
• 检索
  • ViSTA: Vision and Scene Text Aggregation for Cross-Modal Retrieval
• transformer
  • Deformable Video Transformer
• 时序动作定位
  • Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization
    ⭐code
• 车道线检测
  • Towards Driving-Oriented Metric for Lane Detection Models
• 点云
  • Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds
    ⭐code
  • Learning Local Displacements for Point Cloud Completion
• 光流估计
  • CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow
    ⭐code
• 跟踪
  • MeMOT: Multi-Object Tracking with Memory
    😮oral
• 目标检测
  • Multi-Granularity Alignment Domain Adaptation for Object Detection
• 图像美学评估
  • Personalized Image Aesthetics Assessment with Rich Attributes
    🏠project
• 去雨
  • Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond
    ⭐code
• GNN
  • AEGNN: Asynchronous Event-based Graph Neural Networks
• 自监督
  • Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy
• 3Dope
  • Templates for 3D Object Pose Estimation Revisited: Generalization to New Objects and Robustness to Occlusions
    ⭐code
• VQA
  • SimVQA: Exploring Simulated Environments for Visual Question Answering
    🏠project
• VL
  • VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers
• VLN
  • Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation
• 视频
  • Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models
    😮oral
• 视频帧插值
  • Time Lens++: Event-based Frame Interpolation with Parametric Non-linear Flow and Multi-scale Fusion
• 电影修复
  • Bringing Old Films Back to Life
    ⭐code
• Face Relighting(人脸重照光)
  • Face Relighting with Geometrically Consistent Shadows
• 人脸编辑
  • TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing
    ⭐code🏠project
• 人脸幻构
  • Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination
• 其它
  • Generating High Fidelity Data from Low-density Regions using Diffusion Models
  • Continuous Scene Representations for Embodied AI
    ⭐code🏠project
  • It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher
  • End-to-End Trajectory Distribution Prediction Based on Occupancy Grid Maps
  • Reflection and Rotation Symmetry Detection via Equivariant Learning
  • Exploiting Explainable Metrics for Augmented SGD

目录

🐱	🐶	🐯	🐺
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.Object Detection(目标检测)	6.Object Tracking(目标跟踪)	7.Point Cloud(点云)	8.Action Detection(人体动作检测与识别)
9.Human Pose Estimation(人体姿态估计)	10.3D(三维视觉)	11.Face	12.Image-to-Image Translation(图像到图像翻译)
13.GAN	14.Video	15.Transformer	16.Semi/self-supervised learning(半/自监督)
17.Medical Image(医学影像)	18.Person Re-Identification(人员重识别)	19.Neural Architecture Search(神经架构搜索)	20.Autonomous vehicles(自动驾驶)

• Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera

Sound

• 声源定位
  • Self-Supervised Predictive Learning: A Negative-Free Method for Sound Source Localization in Visual Scenes
    ⭐code

Visual Emotion Analysis(视觉情感分析)

• MDAN: Multi-level Dependent Attention Network for Visual Emotion Analysis

Novel View Synthesis(视图合成)

• NPBG++: Accelerating Neural Point-Based Graphics
  🏠project

Dataset(数据集)

• 数据集
  • Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities
  • 3MASSIV: Multilingual, Multimodal and Multi-Aspect dataset of Social Media Short Videos
• 卫星数据集
  • DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation

Sign Language Translation(手语翻译)

• A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation

Human Motion Forecasting(人体运动预测)

• Motron: Multimodal Probabilistic Human Motion Forecasting
• Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction

OCR

• 场景文本检测
  • Towards End-to-End Unified Scene Text Detection and Layout Analysis
    ⭐code

Light Field(光场)

• Occlusion-Aware Cost Constructor for Light Field Depth Estimation
  ⭐code📰粗解

Anomaly Detection(异常检测)

• Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection
  ⭐code

Multi-Task Learning（多任务学习）

• Controllable Dynamic Multi-Task Architectures
• Task Adaptive Parameter Sharing for Multi-Task Learning

Optical Flow(光流估计)

• CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow
  ⭐code

Incremental Learning（增量学习）

• 增量学习
  • Energy-based Latent Aligner for Incremental Learning
    ⭐code
• 类增量学习
  • Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches
  • Constrained Few-shot Class-incremental Learning
    ⭐code

Adversarial Learning(对抗学习)

• 对抗样本
  • Label-Only Model Inversion Attacks via Boundary Repulsion
  • Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection
    ⭐code
• 对抗攻击
  • Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon
• 对抗
  • Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness

Continual Learning(持续学习)

• On Generalizing Beyond Domains in Cross-Domain Continual Learning
• Probing Representation Forgetting in Supervised and Unsupervised Continual Learning
• Online Continual Learning on a Contaminated Data Stream with Blurry Task Boundaries
  ⭐code

Meta-Learning(元学习)

• What Matters For Meta-Learning Vision Regression Tasks?
• Multidimensional Belief Quantification for Label-Efficient Meta-Learning

Contrastive Learning(对比学习)

• Selective-Supervised Contrastive Learning with Noisy Labels
  ⭐code📰粗解
• Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning
  ⭐code

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

• 剪枝
  • Searching for Network Width with Bilaterally Coupled Network
• 知识蒸馏
  • Knowledge Distillation with the Reused Teacher Classifier
• 模型压缩
  • CHEX: CHannel EXploration for CNN Model Compression

Human-Object Interaction(人物交互)

• HOI4D: A 4D Egocentric Dataset for Category-Level Human-Object Interaction
• MSTR: Multi-Scale Transformer for End-to-End Human-Object Interaction Detection
• GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection
  ⭐code
• OakInk: A Large-scale Knowledge Repository for Understanding Hand-Object Interaction
  ⭐code
• D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions
  🏠code

数据增强

• 🐦️AlignMix: Improving representation by interpolating aligned features
• 3D Common Corruptions and Data Augmentation
  ⭐code🏠project📺video📰粗解
• Kubric: A scalable dataset generator

Style Transfer(风格迁移)

• Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer
  ⭐code
• Industrial Style Transfer with Large-scale Geometric Warping and Content Preservation
  ⭐code
• 运动风格迁移
  • Style-ERD: Responsive and Coherent Online Motion Style Transfer

Vision-Language(视觉语言)

• Unsupervised Vision-Language Parsing: Seamlessly Bridging Visual Scene Graphs with Language Structures via Dependency Relationships
• VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers
• VLN
  • EnvEdit: Environment Editing for Vision-and-Language Navigation
    ⭐code
  • Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation

Visual Answer Questions(视觉问答)

• VQA
  • SimVQA: Exploring Simulated Environments for Visual Question Answering
    🏠project
• AVQA
  • Learning to Answer Questions in Dynamic Audio-Visual Scenarios
    ⭐code

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

• 目标导航
  • Online Learning of Reusable Abstract Models for Object Goal Navigation
• try-on
  • Dressing in the Wild by Watching Dance Videos
    🏠project

Pose Estimation(物体姿势估计)

• OSOP: A Multi-Stage One Shot Object Pose Estimation Framework
• 9D
  • CPPF: Towards Robust Category-Level 9D Pose Estimation in the Wild
    ⭐code📰粗解
• 单目目标姿势估计
  • EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation
    ⭐code
• 6D
  • RNNPose: Recurrent 6-DoF Object Pose Refinement with Robust Correspondence Field Estimation and Pose Optimization
  • FS6D: Few-Shot 6D Pose Estimation of Novel Objects
    ⭐code🏠project
  • Uni6D: A Unified CNN Framework without Projection Breakdown for 6D Pose Estimation
• 3D Object Articulation
  • Understanding 3D Object Articulation in Internet Videos
    🏠project
• 3Dope
  • Templates for 3D Object Pose Estimation Revisited: Generalization to New Objects and Robustness to Occlusions
    ⭐code

GCN/GNN

• GNN
  • 🐦️Lifelong Graph Learning
    ⭐code
  • AEGNN: Asynchronous Event-based Graph Neural Networks

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

• 零样本
  • MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning
    ⭐code📰粗解
  • Unseen Classes at a Later Time? No Problem
    ⭐code
• 域泛化
  • Compound Domain Generalization via Meta-Knowledge Encoding
  • Causality Inspired Representation Learning for Domain Generalization
• 域适应
  • Continual Test-Time Domain Adaptation
    ⭐code

动画

图像动画

• Thin-Plate Spline Motion Model for Image Animation
• 人物动画
  • Structured Local Radiance Fields for Human Avatar Modeling
• 3D character animation(三维角色动画)
  • 皮肤预测
    • SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic Characters
      🏠project
• 3D 舞蹈生成
  • Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory

Fine-Grained/Image Classification(细粒度/图像分类)

• 细粒度分类
  • Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information
    ⭐code📰粗解
• 图像分类
  • DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
    ⭐code
• 小样本分类
  • CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification
  • 小样本分类与分割(FS-CS)
    • Integrative Few-Shot Learning for Classification and Segmentation
• 长尾识别
  • Nested Collaborative Learning for Long-Tailed Visual Recognition
  • Long-Tailed Recognition via Weight Balancing
    ⭐code
• 细粒度识别
  • Knowledge Mining with Scene Text for Fine-Grained Recognition
    ⭐code

Super-Resolution(超分辨率)

• 视频超分辨率
  • Reference-based Video Super-Resolution Using Multi-Camera Video Triplets
• 图像超分辨率
  • Learning Graph Regularisation for Guided Super-Resolution

Image Retrieval(图像检索)

• Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval
  ⭐code
• Sketch3T: Test-Time Training for Zero-Shot SBIR
• 文本-视频检索
  • X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval
    🏠project
• 跨模太检索
  • ViSTA: Vision and Scene Text Aggregation for Cross-Modal Retrieval

Image Synthesis/Generation(图像合成)

• Interactive Image Synthesis with Panoptic Layout Generation
• Autoregressive Image Generation using Residual Quantization
  ⭐code📰粗解
• GIRAFFE HD: A High-Resolution 3D-aware Generative Model
• 姿势引导的图像合成
  • Exploring Dual-task Correlation for Pose Guided Person Image Generation
    ⭐code📰粗解
• 文本到图像合成
  • StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis
• 图像翻译
  • FlexIT: Towards Flexible Semantic Image Translation
  • A Style-aware Discriminator for Controllable Image Translation

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

• 遥感图像融合
  • HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening
    ⭐code📰粗解

20.Autonomous vehicles(自动驾驶)

• 自动驾驶
  • Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data
• 车道线检测
  • Rethinking Efficient Lane Detection via Curve Modeling
    ⭐code📰粗解
  • Towards Driving-Oriented Metric for Lane Detection Models
• 车道线描述
  • Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes
    ⭐code
• 行为预测
  • 🐦️JRDB-Act: A Large-scale Dataset for Spatio-temporal Action, Social Group and Activity Detection

19.Neural Architecture Search(神经架构搜索)

• 🐦️ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior

18.Person Re-Identification(人员重识别)

• Reid
  • Part-based Pseudo Label Refinement for Unsupervised Person Re-identification
    ⭐code
  • Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentification
  • Large-Scale Pre-training for Person Re-identification with Noisy Labels
    ⭐code
• 人群计数
  • Leveraging Self-Supervision for Cross-Domain Crowd Counting
  • Boosting Crowd Counting via Multifaceted Attention
    ⭐code

17.Medical Image(医学影像)

• Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations
• BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation
• 3D生物打印
  • Generating 3D Bio-Printable Patches Using Wound Segmentation and Reconstruction to Treat Diabetic Foot Ulcers
    利用伤口分割和重建生成3D生物打印贴片来治疗糖尿病足溃疡
• SR（ＭRI）
  • Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution
    ⭐code
• 医学图像配准
  • Affine Medical Image Registration with Coarse-to-Fine Vision Transformer
    ⭐code

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

• 自监督
  • A study on the distribution of social biases in self-supervised learning visual models
  • Learning Where to Learn in Cross-View Self-Supervised Learning
  • Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy
• 半监督
  • Class-Aware Contrastive Semi-Supervised Learning
  • RSCFed: Random Sampling Consensus Federated Semi-supervised Learning
    ⭐code
  • FisherMatch: Semi-Supervised Rotation Regression via Entropy-based Filtering
    😮oral🏠project
  • Semi-Supervised Learning of Semantic Correspondence with Pseudo-Labels

15.Transformer

• Fast Point Transformer
• ChiTransformer:Towards Reliable Stereo from Cues
• Beyond Fixation: Dynamic Window Visual Transformer
• Training-free Transformer Architecture Search
• Automated Progressive Learning for Efficient Training of Vision Transformers
  ⭐code
• Collaborative Transformers for Grounded Situation Recognition
  ⭐code
• TubeDETR: Spatio-Temporal Video Grounding with Transformers
  😮oral⭐code🏠project
• Deformable Video Transformer

14.Video

• Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models
  😮oral
• 电影修复
  • Bringing Old Films Back to Life
    ⭐code
• 动作分割
  • Unsupervised Activity Segmentation by Joint Representation Learning and Online Clustering
    📺video
  • Weakly-Supervised Online Action Segmentation in Multi-View Instructional Videos
• 动作理解
  • How Do You Do It? Fine-Grained Action Understanding with Pseudo-Adverbs
  • Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos
    ⭐code
• 视频实例分割(VIS)
  • Efficient Video Instance Segmentation via Tracklet Query and Proposal
    🏠project📺video📰粗解
• Video Copy Detection(视频拷贝检测)
  • A Large-scale Comprehensive Dataset and Copy-overlap Aware Evaluation Protocol for Segment-level Video Copy Detection
    ⭐code
• 视频合成
  • Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning
    ⭐code
• 视频异常检测
  • Generative Cooperative Learning for Unsupervised Video Anomaly Detection
  • Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection
• 视频监控
  • 轨迹预测
    • How many Observations are Enough? Knowledge Distillation for Trajectory Forecasting
    • Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion
      ⭐code
    • Non-Probability Sampling Network for Stochastic Human Trajectory Prediction
      ⭐code
• 视频时刻检索和视频高光检测
  • UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection
    ⭐code
• 视频时刻检索
  • AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval
• 视频预测
  • STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction
• 视频个体计数
  • DR.VIC: Decomposition and Reasoning for Video Individual Counting
    ⭐code
• 视频插值
  • TimeReplayer: Unlocking the Potential of Event Cameras for Video Interpolation
  • Long-term Video Frame Interpolation via Feature Propagation
  • Time Lens++: Event-based Frame Interpolation with Parametric Non-linear Flow and Multi-scale Fusion
• 视觉对应（视频）
  • Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning
    ⭐code
• 视频分类
  • 零样本视频分类
    • Alignment-Uniformity aware Representation Learning for Zero-shot Video Classification

13.GAN

• 🐦️HyperInverter: Improving StyleGAN Inversion via Hypernetwork
  🏠project
• 图像篡改检测
  • Proactive Image Manipulation Detection
    ⭐code

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

• Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks
• Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation
• InstaFormer: Instance-Aware Image-to-Image Translation with Transformer

11.Face(人脸)

• Protecting Celebrities with Identity Consistency Transformer
• Deepfake
  • Voice-Face Homogeneity Tells Deepfake
    ⭐code📰粗解
• 妆容迁移
  • Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer
• 人脸识别
  • Neural Face Identification in a 2D Wireframe Projection of a Manifold Object
    ⭐code
  • Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized Adaptation
  • Killing Two Birds with One Stone:Efficient and Robust Training of Face Recognition CNNs by Partial FC
    ⭐code
• 人脸表情识别
  • Towards Semi-Supervised Deep Facial Expression Recognition with An Adaptive Confidence Margin
    ⭐code
• 3D人脸
  • ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations
• 活体检测
  • PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch Recognition
• 假脸检测
  • Exploring Frequency Adversarial Attacks for Face Forgery Detection
• 人脸交换
  • High-resolution Face Swapping via Latent Semantics Disentanglement
    ⭐code
• 人脸属性分类
  • Fair Contrastive Learning for Facial Attribute Classification
    ⭐code
• Face Relighting(人脸重照光)
  • Face Relighting with Geometrically Consistent Shadows
• 人脸编辑
  • TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing
    ⭐code🏠project
• 人脸幻构
  • Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination

10.3D(三维视觉)

• PSMNet: Position-aware Stereo Merging Network for Room Layout Estimation
• Disentangled3D: Learning a 3D Generative Model with Disentangled Geometry and Appearance from Monocular Images
• 深度估计
  • OmniFusion: 360 Monocular Depth Estimation via Geometry-Aware Fusion
  • NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation
  • 🐦️Toward Practical Self-Supervised Monocular Indoor Depth Estimation
• 房间布局
  • LGT-Net: Indoor Panoramic Room Layout Estimation with Geometry-Aware Transformer Network
    ⭐code📰粗解
• 3D
  • PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo
• 三维服装网格重建
  • Registering Explicit to Implicit: Towards High-Fidelity Garment mesh Reconstruction from Single Images
    🏠project
• 三维形状重建
  • 3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow

9.Human Pose Estimation(人体姿态估计)

• 基于视频的HPE
  • Temporal Feature Alignment and Mutual Information Maximization for Video-Based Human Pose Estimation
    ::oral:star:code
• 3D pose
  • MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video
  • PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision
    😮oral⭐code
  • Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation
• 4D 人体捕获
  • H4D: Human 4D Modeling by Learning Neural Compositional Representation
• 手势生成
  • Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation
• 3D手网格估计
  • HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network
• 3D形状生成
  • Towards Implicit Text-Guided 3D Shape Generation
  • 3D狗的形状
    • BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information
      🏠project
• 运动捕捉
  • Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture
    🏠project
• 手臂-手部动态估计
  • Spatial-Temporal Parallel Transformer for Arm-Hand Dynamic Estimation

8.Action Detection(人体动作检测与识别)

• 动作检测
  • Colar: Effective and Efficient Online Action Detection by Consulting Exemplars
  • Learnable Irrelevant Modality Dropout for Multimodal Action Recognition on Modality-Specific Annotated Videos
  • End-to-End Semi-Supervised Learning for Video Action Detection
  • SPAct: Self-supervised Privacy Preservation for Action Recognition
    ⭐code
• 时序动作定位
  • Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation
    ⭐code📰粗解
  • Unsupervised Pre-training for Temporal Action Localization Tasks
    ⭐code
  • ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action Localization
    ⭐code
  • Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization
    ⭐code

7.Point Cloud(点云)

• Shape-invariant 3D Adversarial Point Clouds
  ⭐code
• AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception
• REGTR: End-to-end Point Cloud Correspondences with Transformers
  ⭐code
• Equivariant Point Cloud Analysis via Learning Orientations for Message Passing
  ⭐code
• Text2Pos: Text-to-Point-Cloud Cross-Modal Localization
• Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds
  ⭐code
• 3D 点云
  • CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding
    ⭐code📰粗解
    CrossPoint，一个用于 3D 点云表征学习的简单自监督学习框架。虽然该方法是在合成的三维物体数据集上训练的，但在下游任务中的实验结果，如三维物体分类和三维物体部分分割，在合成和真实世界的数据集中都证明了该方法在学习可迁移表征方面的有效性。
  • A Unified Query-based Paradigm for Point Cloud Understanding
  • WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation
    ⭐code
  • 3D点云分割
    • Stratified Transformer for 3D Point Cloud Segmentation
      ⭐code
• 点云分类
  • ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation
    ⭐code📰粗解
• 点云配准
  • SC^2-PCR: A Second Order Spatial Compatibility for Efficient and Robust Point Cloud Registration
    ⭐code
• 点云补全
  • Learning a Structured Latent Space for Unsupervised Point Cloud Completion
  • Learning Local Displacements for Point Cloud Completion

6.Object Tracking(目标跟踪)

• TCTrack: Temporal Contexts for Aerial Tracking
  ⭐code📰粗解
• Correlation-Aware Deep Tracking
• Global Tracking Transformers
  ⭐code
• Unified Transformer Tracker for Object Tracking
  ⭐code
• Global Tracking via Ensemble of Local Trackers
• 3D 目标跟踪
  • Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds
    ⭐code📰粗解
• 多目标跟踪
  • Learning of Global Objective for Network Flow in Multi-Object Tracking
  • MeMOT: Multi-Object Tracking with Memory
    😮oral

5.Object Detection(目标检测)

• DN-DETR: Accelerate DETR Training by Introducing Query DeNoising
  ⭐code📰粗解
• Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild
  ⭐code📰粗解
• Focal and Global Knowledge Distillation for Detectors
  ⭐code📰解读
  关于目标检测的知识蒸馏工作，只需要30行代码就可以在 anchor-base, anchor-free 的单阶段、两阶段各种检测器上稳定涨点，现在代码已经开源。
• Real-time Object Detection for Streaming Perception
  ⭐code
• Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition
• Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model
  ⭐code
• Optimal Correction Cost for Object Detection Evaluation
• Expanding Low-Density Latent Regions for Open-Set Object Detection
  ⭐code
• SIOD: Single Instance Annotated Per Category Per Image for Object Detection
• Task-specific Inconsistency Alignment for Domain Adaptive Object Detection
  ⭐code
• Zero-Query Transfer Attacks on Context-Aware Object Detectors
• AdaMixer: A Fast-Converging Query-Based Object Detector
  😮oral⭐code
• Learning to Detect Mobile Objects from LiDAR Scans Without Labels
  ⭐code
• Forecasting from LiDAR via Future Object Detection
  ⭐code
• Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection
  😮oral
• Multi-Granularity Alignment Domain Adaptation for Object Detection
• 小样本目标检测
  • Sylph: A Hypernetwork Framework for Incremental Few-shot Object Detection
  • Few-Shot Object Detection with Fully Cross-Transformer
• 目标定位
  • Weakly Supervised Object Localization as Domain Adaption
    ⭐code📰粗解
  • Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation
• 3D
  • A Versatile Multi-View Framework for LiDAR-based 3D Object Detection with Guidance from Panoptic Segmentation
  • Pseudo-Stereo for Monocular 3D Object Detection in Autonomous Driving
    ⭐code📰粗解
  • Rope3D: TheRoadside Perception Dataset for Autonomous Driving and Monocular 3D Object Detection Task
    🏠project
  • Point2Seq: Detecting 3D Objects as Sequences
    ⭐code
  • MonoDETR: Depth-aware Transformer for Monocular 3D Object Detection
    ⭐code
  • LiDAR Snowfall Simulation for Robust 3D Object Detection
    😮oral⭐code
• 伪装目标检测
  • Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection
    ⭐code
• 全监督目标检测
  • Omni-DETR: Omni-Supervised Object Detection with Transformers
    ⭐code

4.Image Captioning(图像字幕)

• 字幕
  • X-Trans2Cap: Cross-Modal Knowledge Transfer using Transformer for 3D Dense Captioning
  • Quantifying Societal Bias Amplification in Image Captioning
  • NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models
• Novel Object Captioning
  • NOC-REK: Novel Object Captioning with Retrieved Vocabulary from External Knowledge

3.Image Progress(图像处理)

• 图像修复
  • Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encoding
    ⭐code📰粗解
  • MAT: Mask-Aware Transformer for Large Hole Image Inpainting
    ⭐code
• 图像拼接
  • Deep Rectangling for Image Stitching: A Learning Baseline
    ⭐code📰粗解
• 图像去噪
  • CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image
    ⭐code
• 运动去模糊
  • Unifying Motion Deblurring and Frame Interpolation with Events
• image outpainting
  • Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background Creation
    🏠project
• 图像美学评估
  • Personalized Image Aesthetics Assessment with Rich Attributes
    🏠project
• 图像去雨
  • Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond
    ⭐code

2.Image Segmentation(图像分割)

• ReSTR: Convolution-free Referring Image Segmentation Using Transformers
• 实例分割
  • E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance Segmentation
    ⭐code📰粗解
  • Sparse Instance Activation for Real-Time Instance Segmentation
    ⭐code
  • SharpContour: A Contour-based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation
    🏠project
  • 半监督实例分割
    • Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation?
  • 3D 实例分割
    • SoftGroup for 3D Instance Segmentation on Point Clouds
      ⭐code📰粗解
  • 🐦️FreeSOLO: Learning to Segment Objects without Annotations
• 语义分割
  • Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation
    ⭐code📰粗解
  • Deep Hierarchical Semantic Segmentation
    ⭐code
  • Semantic Segmentation by Early Region Proxy
    ⭐code
  • SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation
    ⭐code
  • Rethinking Semantic Segmentation: A Prototype View
    😮oral⭐code
  • On the Road to Online Adaptation for Semantic Image Segmentation
  • Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds
  • 弱监督语义分割
    • Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation
      ⭐code📰粗解
    • Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation
      ⭐code
    • Multi-class Token Transformer for Weakly Supervised Semantic Segmentation
      ⭐code
    • Cross Language Image Matching for Weakly Supervised Semantic Segmentation
    • Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers
      ⭐code
    • Weakly Supervised Semantic Segmentation using Out-of-Distribution Data
      ⭐code📰粗解
  • 半监督语义分割
    • Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
• 动作分割
  • Weakly-Supervised Online Action Segmentation in Multi-View Instructional Videos
• 场景解析
  • FLOAT: Factorized Learning of Object Attributes for Improved Multi-object Multi-part Scene Parsing
    ⭐code

1.其它

• Instance-wise Occlusion and Depth Orders in Natural Scenes
• IFOR: Iterative Flow Minimization for Robotic Object Rearrangement
  🏠project
• PINA: Learning a Personalized Implicit Neural Avatar from a Single RGB-D Video Sequence
  ⭐code🏠project📺video📰粗解
• CAFE: Learning to Condense Dataset by Aligning Features
  ⭐code📰粗解
• Enhancing Adversarial Robustness for Deep Metric Learning
• BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning
  ⭐code📰粗解
• ACVNet: Attention Concatenation Volume for Accurate and Efficient Stereo Matching
  ⭐code📰粗解
• Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values
  ⭐code
• Do Explanations Explain? Model Knows Best
  ⭐code
• HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging
• E-CIR: Event-Enhanced Continuous Intensity Recovery
  ⭐code
• 🐦️Transferability Estimation using Bhattacharyya Class Separability
• Interpretable part-whole hierarchies and conceptual-semantic relationships in neural networks
  ⭐code
• GlideNet: Global, Local and Intrinsic based Dense Embedding NETwork for Multi-category Attributes Prediction
  ⭐code
• Differentially Private Federated Learning with Local Regularization and Sparsification
• Towards Efficient and Scalable Sharpness-Aware Minimization
• DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos
• Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences
  ⭐code📰粗解
• Dynamic Dual-Output Diffusion Models
• Moving Window Regression: A Novel Approach to Ordinal Regression
• Egocentric Prediction of Action Target in 3D
• Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning
  ⭐code
• Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction
  ⭐code
• Neural Reflectance for Shape Recovery with Shadow Handling
  ⭐code
• DyRep: Bootstrapping Training with Dynamic Re-parameterization
  ⭐code
• Enhancing Classifier Conservativeness and Robustness by Polynomiality
• Versatile Multi-Modal Pre-Training for Human-Centric Perception
  ⭐code
• Attributable Visual Similarity Learning
  ⭐code
• Optimizing Elimination Templates by Greedy Parameter Search
• Partially Does It: Towards Scene-Level FG-SBIR with Partial Input
• Bi-level Doubly Variational Learning for Energy-based Latent Variable Models
• Brain-inspired Multilayer Perceptron with Spiking Neurons
• ARCS: Accurate Rotation and Correspondence Search
  ⭐code
• iPLAN: Interactive and Procedural Layout Planning
• HINT: Hierarchical Neuron Concept Explainer
  ⭐code
• Visual Abductive Reasoning
  ⭐code
• A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration
  ⭐code
• Learning Structured Gaussians to Approximate Deep Ensembles
• Self-Supervised Image Representation Learning with Geometric Set Consistency
• Balanced Multimodal Learning via On-the-fly Gradient Modulation
  😮oral⭐code
• CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters
  ⭐code
• Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation
  :opem_mouth:oral
• Pop-Out Motion: 3D-Aware Image Deformation via Learning the Shape Laplacian
• Long-term Visual Map Sparsification with Heterogeneous GNN
• Clean Implicit 3D Structure from Noisy 2D STEM Images
• Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets
• CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism
  ⭐code🏠project
• Fast Light-Weight Near-Field Photometric Stereo
• Fast, Accurate and Memory-Efficient Partial Permutation Synchronization
• Multi-Robot Active Mapping via Neural Bipartite Graph Matching
• Learning Program Representations for Food Images and Cooking Recipes
  😮oral
• Iterative Deep Homography Estimation
  ⭐code
• Practical Learned Lossless JPEG Recompression with Multi-Level Cross-Channel Entropy Model in the DCT Domain
• Generating High Fidelity Data from Low-density Regions using Diffusion Models
• Continuous Scene Representations for Embodied AI
  ⭐code🏠project
• It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher
• End-to-End Trajectory Distribution Prediction Based on Occupancy Grid Maps
• Reflection and Rotation Symmetry Detection via Equivariant Learning
• Exploiting Explainable Metrics for Augmented SGD

论文尚未公布

AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval

ID:Cyelie multi-Variate Function for self-supervised image denoising by disentangling noise form image

Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale

Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background Creation

来源
[Two Systems in Thinking: Dual-System Transformer for Grounded Situation Recognition]
[Autoregressive Image Generation using Residual Quantization]
✔️Instance-wise Occlusion and Depth Orders in Natural Scenes
[Style Neophile: Constantly Seeking Novel Styles for Domain Generalization]
[ReSTR: Convolution-free Referring Image Segmentation Using Transformers]
[FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation]
[TransforMatcher: Match-to-Match Attention for Semantic Correspondence]
[Reflection and Rotation Symmetry Detection via Equivariant Learning]
[Semi-supervised Semantic Segmentation with Error Localization Network]
[Future Transformer for Long-term Action Anticipation]
[Self-Taught Metric Learning without Labels]
✔️Fast Point Transformer
[Integrative Few-Shot Learning for Classification and Segmentation]
[Scene Painting via Semantic Image Synthesis]
[Detector-Free Weakly Supervised Group Activity Recognition]

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