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Scientific Research
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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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神经网络的符号化解释严谨性的理论证明及基于解释的知识融合-2027-11-01
大模型风险管理-2025-06-01
神经网络中概念涌现的数学证明及基于涌现的知识融合-2026-12-01
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
基于流形拟合的生成样本检测-2023-07-01
