CVPR2022 ReID方向接收论文
CVPR2022 person re-identification
跨模态
1、Learning Memory-Augmented Unidirectional Metrics for Cross-modality Person Re-identification
2、FMCNet: Feature-Level Modality Compensation for Visible-Infrared Person Re-Identification
3、Learning Modal-Invariant and Temporal-Memory for Video-based Visible-Infrared Person Re-Identification
4、Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification
DG (domain generalization)
1、 Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification
(廖老师的又一篇大作)
2、Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification
3、Meta Distribution Alignment for Generalizable Person Re-Identification
4、AutoLoss-GMS: Searching Generalized Margin-based Softmax Loss Function for Person Re-identification
感觉今年的DG大受打击,看到挂在arxiv的好多DG reid论文都没中。。。。emmm
【私货】其他方向的DG论文,可借鉴
1、Domain-Aware Representation Learning for Unsupervised Domain Generalization
2、En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning
3、Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization
4、Amodal Segmentation through Out-of-Task and Out-of-Distribution Generalization with a Bayesian Model
5、Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing
6、Unsupervised Domain Generalization by learning a Bridge Across Domains
7、Causality Inspired Representation Learning for Domain Generalization
8、PCL: Proxy-based Contrastive Learning for Domain Generalization
9、On Generalizing Beyond Domains in Cross-Domain Continual Learning
10、The Two Dimensions of Worst-case Training and the Integrated Effect for Out-of-domain Generalization
11、Non-generative Generalized Zero-shot Learning via Task-correlated Disentanglement and Controllable Samples Synthesis
12、OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization
13、Meta Convolutional Neural Networks for Single Domain Generalization
14、Towards Principled Disentanglement for Domain Generalization
15、Distinguishing Unseen from Seen for Generalized Zero-shot Learning
16、Localized Adversarial Domain Generalization
17、Out-of-distribution Generalization with Causal Invariant Transformations
UDA (unsupervised domain adaptation)
1、Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation
2、Unleashing Potential of Unsupervised Pre-Training with Intra-Identity Regularization for Person Re-Identification
完全无监督
1、Implicit Sample Extension for Unsupervised Person Re-Identification
2、Part-based Pseudo Label Refinement for Unsupervised Person Re-identification
知识蒸馏
1、Augmented Geometric Distillation for Data-Free Incremental Person ReID
2、
其他(换装、视频、遮挡、transformer等)
1、有监督:Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentification
2、图像-视频:Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification
3、视频:Salient-to-Broad Transition for Video Person Re-identification
4、换装:Learning Cloth-Irrelevant Features for Cloth-Changing Person Re-identification
5、Large scale pre-training for person re-identification with noisy labels
6、transformer:NFormer: Robust Person Re-identification with Neighbor Transformer
7、遮挡:Feature Erasing and Diffusion Network for Occluded Person Re-Identification
8、换装:Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization
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