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!!
❣❣❣另外打包下载所有论文,可在【我爱计算机视觉】微信公众号后台回复“paper”。截止4月19日,已收录 506+14 篇。
历年综述论文分类汇总戳这里↘️ CV-Surveys施工中~~~~~~~~~~
- GAN
- 视频阴影检测
- 6D
- 3D人体形状
- 图像增强
- 数据集
- VLN
- HOI
- reid
- 视线估计
- 数据集
- 关键点检测
- Transformer
- 图像质量评估
- 3D
- Reid
- 其它
图像动画
- Thin-Plate Spline Motion Model for Image Animation
- 人物动画
- 3D character animation(三维角色动画)
- 3D 舞蹈生成
- Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera
- IRON: Inverse Rendering by Optimizing Neural SDFs and Materials from Photometric Images
😮oral🏠project - SqueezeNeRF: Further factorized FastNeRF for memory-efficient inference
- Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction
⭐code - Modeling Indirect Illumination for Inverse Rendering
⭐code🏠project
- 声源定位
- NPBG++: Accelerating Neural Point-Based Graphics
🏠project - AutoRF: Learning 3D Object Radiance Fields from Single View Observations
🏠project
- ObjectFolder 2.0: A Multisensory Object Dataset for Sim2Real Transfer
⭐code🏠project📰粗解 - Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities
- 3MASSIV: Multilingual, Multimodal and Multi-Aspect dataset of Social Media Short Videos
- Hephaestus: A large scale multitask dataset towards InSAR understanding
- 卫星数据集
- 动物行为理解数据集
- Motron: Multimodal Probabilistic Human Motion Forecasting
- Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction
- Light Field(光场)
- 深度重建
- 小样本
- 零样本
- 域泛化
- Compound Domain Generalization via Meta-Knowledge Encoding
- Causality Inspired Representation Learning for Domain Generalization
- Towards Unsupervised Domain Generalization
本次任务的主要目标是域泛化(domain generalization(DG)),是首篇将DG推广到unsupervised learning 领域的,并提出一个新的研究领域 unsupervised domain generalization(UDG)。 - 域外泛化
- 域适应
- CD2-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning
- Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage
⭐code - FedCorr: Multi-Stage Federated Learning for Label Noise Correction
⭐code
- Controllable Dynamic Multi-Task Architectures
- Task Adaptive Parameter Sharing for Multi-Task Learning
- 增量学习
- 类增量学习
- Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness
- Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network
- 对抗样本
- 对抗攻击
- 黑盒
- 对抗训练
- 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
- What Matters For Meta-Learning Vision Regression Tasks?
- Multidimensional Belief Quantification for Label-Efficient Meta-Learning
- Selective-Supervised Contrastive Learning with Noisy Labels
⭐code📰粗解 - Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning
⭐code - Cam-Ready: UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning
- CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow
⭐code - DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow
- Imposing Consistency for Optical Flow Estimation
- Deep Equilibrium Optical Flow Estimation
⭐code📰解读
- 场景文本检测
- Text Spotting
- LOGO设计
- 字体生成
- 文本识别
- 剪枝
- 知识蒸馏
- 模型压缩
- 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 - What to look at and where: Semantic and Spatial Refined Transformer for detecting human-object interactions
😮oral - Human-Object Interaction Detection via Disentangled Transformer
- Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection
⭐code📰解读 - Interactiveness Field in Human-Object Interactions
⭐code - HOI跟踪
- 🐦️AlignMix: Improving representation by interpolating aligned features
- 3D Common Corruptions and Data Augmentation
⭐code🏠project📺video📰粗解 - Kubric: A scalable dataset generator
- 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
- Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality
🌻dataset - Robust Cross-Modal Representation Learning with Progressive Self-Distillation
- VLN
- VQA
- AVQA
- Video-QA
- 目标导航
- try-on
- 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
- 运动迁移
- OSOP: A Multi-Stage One Shot Object Pose Estimation Framework
- 9D
- 单目目标姿势估计
- 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
- ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework
⭐code - Focal Length and Object Pose Estimation via Render and Compare
⭐code🏠project📰解读
- 3D Object Articulation
- 3Dope
- GNN
- 细粒度分类
- 图像分类
- 小样本分类
- 长尾识别
- 细粒度识别
- Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval
⭐code - Correlation Verification for Image Retrieval
😮oral⭐code - Sketch3T: Test-Time Training for Zero-Shot SBIR
- Beyond Cross-view Image Retrieval: Highly Accurate Vehicle Localization Using Satellite Image
- 文本-视频检索
- 跨模太检索
- 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
- Arbitrary-Scale Image Synthesis
⭐code📰粗解 - Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis
⭐code📰解读 - 文本引导的图像处理
- 姿势引导的图像合成
- 文本到图像合成
- 图像翻译
- 图像生成
- 遥感图像融合
- 航空图像分割
- 自动驾驶
- 车道线检测
- 车道线描述
- 行为预测
- 自动驾驶场景重新照明
- 🐦️ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior
- Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search
⭐code📰解读
- 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 - Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification
⭐code - Implicit Sample Extension for Unsupervised Person Re-Identification
⭐code📰解读 - Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification
⭐code - NFormer: Robust Person Re-identification with Neighbor Transformer
⭐code📰解读 - 换装行人重识别
- 遮挡行人重识别
- Part-based Pseudo Label Refinement for Unsupervised Person Re-identification
- 人群计数
- 行人检测
- 步态识别
- Person Search
- 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
- DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides
- 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
- Generating 3D Bio-Printable Patches Using Wound Segmentation and Reconstruction to Treat Diabetic Foot Ulcers
- SR(MRI)
- 医学图像配准
- 自监督
- 半监督
- 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
- MixFormer: Mixing Features across Windows and Dimensions
😮oral⭐code📰粗解 - Are Multimodal Transformers Robust to Missing Modality?
- MiniViT: Compressing Vision Transformers with Weight Multiplexing
- Multimodal Token Fusion for Vision Transformers
- Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer
😮oral⭐code📰解读 - 形状补全
- Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models
😮oral - 动作分割
- 动作理解
- Video Copy Detection(视频拷贝检测)
- 视频合成
- 视频异常检测
- 视频监控
- 视频时刻检索和视频高光检测
- 视频时刻检索
- 视频预测
- 视频个体计数
- 视频插值
- Many-to-many Splatting for Efficient Video Frame Interpolation
⭐code - 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
- Many-to-many Splatting for Efficient Video Frame Interpolation
- 视觉对应(视频)
- 视频分类
- 视频预测
- 视频分割
- Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation
⭐code - 视频实例分割(VIS)
- 视频语义分割
- 视频全景分割
- Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation
- 视频影像处理
- 视频超分辨率
- Reference-based Video Super-Resolution Using Multi-Camera Video Triplets
- Learning Trajectory-Aware Transformer for Video Super-Resolution
😮oral⭐code - Investigating Tradeoffs in Real-World Video Super-Resolution
⭐code📰解读 - BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment
⭐code🏠project📺video
🏆NTIRE 2021年视频修复和增强挑战赛冠军 - Look Back and Forth: Video Super-Resolution with Explicit Temporal Difference Modeling
- 视频恢复
- 视频修复
- 视频去摩尔纹
- 视频去模糊
- 视频去噪
- 电影修复
- 视频超分辨率
- 自监督视频表征学习
- 视频分解
- 🐦️HyperInverter: Improving StyleGAN Inversion via Hypernetwork
🏠project - InsetGAN for Full-Body Image Generation
🏠project - Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data
⭐code - 图像篡改检测
- 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
- Unsupervised Image-to-Image Translation with Generative Prior
⭐code🏠project📺video
- Protecting Celebrities with Identity Consistency Transformer
- Deepfake
- 妆容迁移
- 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 - AdaFace: Quality Adaptive Margin for Face Recognition
😮oral⭐code
- Neural Face Identification in a 2D Wireframe Projection of a Manifold Object
- 人脸表情识别
- 3D人脸
- 活体检测
- 假脸检测
- 人脸交换
- 人脸属性分类
- Face Relighting(人脸重照光)
- 人脸编辑
- 人脸幻构
- Deepfake检测
- Disentangled3D: Learning a 3D Generative Model with Disentangled Geometry and Appearance from Monocular Images
- Depth-Guided Sparse Structure-from-Motion for Movies and TV Shows
⭐code - 3D-SPS: Single-Stage 3D Visual Grounding via Referred Point Progressive Selection
😮oral⭐code📰解读 - Stereo Merging
- 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
- P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior
⭐code - HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model
- Multi-Frame Self-Supervised Depth with Transformers
- 房间布局
- 3D
- MVS
- 三维重建
- 三维形状重建
- 三维服装变形
- 纹理迁移与合成
- COAP: Compositional Articulated Occupancy of People
⭐code🏠project📺video📰解读 - 基于视频的HPE
- 3D pose
- 4D 人体捕获
- 手势生成
- 3D手网格估计
- 3D形状生成
- 运动捕捉
- 手臂-手部动态估计
- 3D手重建
- 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 - Temporal Alignment Networks for Long-term Video
😮oral⭐code🏠project📰粗解 - SOS! Self-supervised Learning Over Sets Of Handled Objects In Egocentric Action Recognition
- 时序动作检测
- 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
- Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation
- 重复动作计数
- 组动作识别
- 动作质量评估
- 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 - Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation
⭐code📰解读 - 3DeformRS: Certifying Spatial Deformations on 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
- CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding
- 点云分类
- 点云配准
- 点云补全
- 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
- Unsupervised Learning of Accurate Siamese Tracking
⭐code - 3D 目标跟踪
- 多目标跟踪
- RGB-T跟踪
- DN-DETR: Accelerate DETR Training by Introducing Query DeNoising
⭐code📰粗解 - Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation
⭐code - 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
- Proper Reuse of Image Classification Features Improves Object Detection
⭐code - R(Det)^2: Randomized Decision Routing for Object Detection
- Towards Robust Adaptive Object Detection under Noisy Annotations
⭐code - Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint
- Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection
- 小样本目标检测
- 目标定位
- 3D目标检测
- 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 - CAT-Det: Contrastively Augmented Transformer for Multi-modal 3D Object Detection
- Homography Loss for Monocular 3D Object Detection
- HyperDet3D: Learning a Scene-conditioned 3D Object Detector
- DAIR-V2X: A Large-Scale Dataset for Vehicle-Infrastructure Cooperative 3D Object Detection
⭐code - OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data
⭐code
- 伪装目标检测
- 全监督目标检测
- 半监督目标检测
- 显著目标检测
- 关键点检测
- 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
- It is Okay to Not Be Okay: Overcoming Emotional Bias in Affective Image Captioning by Contrastive Data Collection
⭐code🏠project
- Novel Object Captioning
- 图像修复
- 图像拼接
- 运动去模糊
- image outpainting
- 图像美学评估
- 图像质量评估
- 图像去雨
- 图像去模糊
- 图像去噪
- FocalClick: Towards Practical Interactive Image Segmentation
⭐code📰粗解 - Semantic-Aware Domain Generalized Segmentation
😮oral⭐code - 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 - Open-World Instance Segmentation: Exploiting Pseudo Ground Truth From Learned Pairwise Affinity
⭐code🏠project - 半监督实例分割
- 3D 实例分割
- 🐦️FreeSOLO: Learning to Segment Objects without Annotations
- E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance Segmentation
- 语义分割
- Pin the Memory: Learning to Generalize Semantic Segmentation
⭐code📰解读 - 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
- NightLab: A Dual-level Architecture with Hardness Detection for Segmentation at Night
⭐code📰解读 - TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation
- Cross-Image Relational Knowledge Distillation for Semantic Segmentation
⭐code📰解读 - 3D分割
- 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 - Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation
⭐code - Cross Language Image Matching for Weakly Supervised Semantic Segmentation
⭐code - Multi-class Token Transformer for Weakly Supervised Semantic Segmentation
⭐code - 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 - L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation
⭐code
- Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation
- 半监督语义分割
- 域适应语义分割
- 域泛化语义分割
- Pin the Memory: Learning to Generalize Semantic Segmentation
- 动作分割
- 场景解析
- 雾景分割
- 全景分割
- Learning to Anticipate Future with Dynamic Context Removal
⭐code - Learning Optimal K-space Acquisition and Reconstruction using Physics-Informed Neural Networks
- 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
- On the Importance of Asymmetry for Siamese Representation Learning
⭐code - Unimodal-Concentrated Loss: Fully Adaptive Label Distribution Learning for Ordinal Regression
- Perception Prioritized Training of Diffusion Models
⭐code - LASER: LAtent SpacE Rendering for 2D Visual Localization
😮oral - Efficient Maximal Coding Rate Reduction by Variational Forms
- Exemplar-bsaed Pattern Synthesis with Implicit Periodic Field Network
- Progressive Minimal Path Method with Embedded CNN
- Online Convolutional Re-parameterization
⭐code - Consistency driven Sequential Transformers Attention Model for Partially Observable Scenes
- Leveraging Equivariant Features for Absolute Pose Regression
- Neural Convolutional Surfaces
🏠project - GLASS: Geometric Latent Augmentation for Shape Spaces
⭐code🏠project - Total Variation Optimization Layers for Computer Vision
- Identifying Ambiguous Similarity Conditions via Semantic Matching
⭐code📰解读 - TemporalUV: Capturing Loose Clothing with Temporally Coherent UV Coordinates
- Gravitationally Lensed Black Hole Emission Tomography
⭐code🏠project📺video - Robust and Accurate Superquadric Recovery: a Probabilistic Approach
⭐code - Projective Manifold Gradient Layer for Deep Rotation Regression
⭐code - Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale
⭐code - Single-Photon Structured Light
- Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention
😮oral⭐code - Defensive Patches for Robust Recognition in the Physical World
⭐code📰解读 - Event-aided Direct Sparse Odometry
😮oral⭐code🏠project📺video - Deep Unlearning via Randomized Conditionally Independent Hessians
⭐code - Learning to Imagine: Diversify Memory for Incremental Learning using Unlabeled Data
AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval
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]