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Hongxin Wei

On the Noise Robustness of In-Context Learning for Text Generation

May 27, 2024
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G-ACIL: Analytic Learning for Exemplar-Free Generalized Class Incremental Learning

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Mar 23, 2024
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Learning with Noisy Foundation Models

Mar 11, 2024
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TorchCP: A Library for Conformal Prediction based on PyTorch

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Feb 20, 2024
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Open-Vocabulary Calibration for Vision-Language Models

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Feb 15, 2024
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Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss

Feb 08, 2024
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Exploring Learning Complexity for Downstream Data Pruning

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Feb 08, 2024
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Does Confidence Calibration Help Conformal Prediction?

Feb 06, 2024
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Regression with Cost-based Rejection

Nov 08, 2023
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In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer

Nov 02, 2023
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