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Paper Publications
Quanshi Zhang.Interpretable CNNs for Object Classification.IEEE Transactions on Pattern Analysis and Machine Intelligence.2020
2021-01-29
Quanshi Zhang.Extracting an Explanatory Graph to Interpret a CNN.IEEE Transactions on Pattern Analysis and Machine Intelligence.2020
2021-01-29
Quanshi Zhang.Mining Interpretable AOG Representations from Convolutional Networks via Active Question Answerin....IEEE Transactions on Pattern Analysis and Machine Intelligence.2020
2021-01-29
Interpretable Complex-Valued Neural Networks for Privacy Protection.International Conference on Learning Representations.2020
2021-01-29
Knowledge Consistency between Neural Networks and Beyond.International Conference on Learning Representations.2020
2021-01-29
3D-Rotation-Equivariant Quaternion Neural Networks.European Conference on Computer Vision.2020
2021-01-29
Explaining Knowledge Distillation by Quantifying the Knowledge.IEEE Conference on Computer Vision and Pattern Recognition.2020
2021-01-29
Explaining Neural Networks Semantically and Quantitatively.2019
2020-05-08
Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence.AI Magazine.2019
2020-05-08
Towards A Deep and Unified Understanding of Deep Neural Models in NLP.2019
2020-05-08
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