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Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding.International Conference on Machine Learning.2022
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL.Conference on Empirical Methods in Natural Language Processing.2022
RAPID DETECTION AND RECOGNITION OF WHOLE BRAIN ACTIVITY IN A FREELY BEHAVING Caenorhabditis elegans.PLOS Computational Biology.2022
Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification.IEEE Transactions on Pattern Analysis and Machine Intelligence.2022
Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs.International Conference on Machine Learning.2022
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深度模型表征诊断、解释、与定向修复的数学基础与若干证明-2026-12-01
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人工智能前沿基础理论与关键技术-自主智能无人系统-机器智能-2023-12-01
华为-上海交通大学智能多媒体技术长期合作框架协议-2021-11-01