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Contrastive Learning Is Spectral Clustering On Similarity Graph


Mar 27, 2023
Zhiquan Tan, Yifan Zhang, Jingqin Yang, Yang Yuan

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* We express our gratitude to the anonymous reviewers for their valuable feedback 

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A Categorical Framework of General Intelligence


Mar 08, 2023
Yang Yuan

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Succinct Representations for Concepts


Mar 01, 2023
Yang Yuan

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On the power of foundation models


Nov 29, 2022
Yang Yuan

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Consistent and Truthful Interpretation with Fourier Analysis


Oct 31, 2022
Yifan Zhang, Haowei He, Yang Yuan

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Predictive Inference with Feature Conformal Prediction


Oct 01, 2022
Jiaye Teng, Chuan Wen, Dinghuai Zhang, Yoshua Bengio, Yang Gao, Yang Yuan

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Anomaly Detection with Test Time Augmentation and Consistency Evaluation


Jun 06, 2022
Haowei He, Jiaye Teng, Yang Yuan

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Towards Understanding Generalization via Decomposing Excess Risk Dynamics


Jun 11, 2021
Jiaye Teng, Jianhao Ma, Yang Yuan

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T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLP


Mar 08, 2021
Jiaye Teng, Zeren Tan, Yang Yuan

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Imbalance Robust Softmax for Deep Embeeding Learning


Nov 23, 2020
Hao Zhu, Yang Yuan, Guosheng Hu, Xiang Wu, Neil Robertson

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* has been accepted by ACCV 2020 

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