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简单整理了一下CVPR2022中,知识蒸馏与自监督方向的论文列表,总共加起来有110+,而且不局限于传统的视觉方向,用到了更多的场景中。这个方向的研究还是非常火热的。
下面仅给出论文名称,如果希望查阅具体的论文,可以去google scholar搜索下
Paper Title |
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Decoupled Knowledge Distillation |
Focal and Global Knowledge Distillation for Detectors |
Dataset Distillation by Matching Training Trajectories |
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation |
Augmented Geometric Distillation for Data-Free Incremental Person ReID |
EyePAD++: A Distillation-based approach for joint Eye Authentication and Presentation Attack Detection using Periocular Images |
Localization Distillation for Dense Object Detection |
Cross-Image Relational Knowledge Distillation for Semantic Segmentation |
Open-Voc |
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