Search Results for author: Yuanjiang Wang

Found 3 papers, 2 papers with code

Boosting Contrastive Learning with Relation Knowledge Distillation

no code implementations8 Dec 2021 Kai Zheng, Yuanjiang Wang, Ye Yuan

We delve into this problem and find that the lightweight model is prone to collapse in semantic space when simply performing instance-wise contrast.

Contrastive Learning Knowledge Distillation +1

TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers

1 code implementation29 Nov 2021 Yikang Ding, Wentao Yuan, Qingtian Zhu, Haotian Zhang, Xiangyue Liu, Yuanjiang Wang, Xiao Liu

We analogize MVS back to its nature of a feature matching task and therefore propose a powerful Feature Matching Transformer (FMT) to leverage intra- (self-) and inter- (cross-) attention to aggregate long-range context information within and across images.

3D Reconstruction

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