Search Results for author: Andong Wang

Found 6 papers, 6 papers with code

Exploring Concept Contribution Spatially: Hidden Layer Interpretation with Spatial Activation Concept Vector

1 code implementation21 May 2022 Andong Wang, Wei-Ning Lee

To tackle this problem, based on TCAV, we propose Spatial Activation Concept Vector (SACV) which identifies the relevant spatial locations to the query concept while evaluating their contributions to the model prediction of the target class.

HINT: Hierarchical Neuron Concept Explainer

1 code implementation CVPR 2022 Andong Wang, Wei-Ning Lee, Xiaojuan Qi

To this end, we propose HIerarchical Neuron concepT explainer (HINT) to effectively build bidirectional associations between neurons and hierarchical concepts in a low-cost and scalable manner.

Weakly-Supervised Object Localization

Semantic-Sparse Colorization Network for Deep Exemplar-based Colorization

1 code implementation2 Dec 2021 Yunpeng Bai, Chao Dong, Zenghao Chai, Andong Wang, Zhengzhuo Xu, Chun Yuan

To address these two problems, we propose Semantic-Sparse Colorization Network (SSCN) to transfer both the global image style and detailed semantic-related colors to the gray-scale image in a coarse-to-fine manner.

Colorization

Cannot find the paper you are looking for? You can Submit a new open access paper.