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Diego Ortego

LEA: Improving Sentence Similarity Robustness to Typos Using Lexical Attention Bias

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Jul 06, 2023
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Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching

Jul 05, 2022
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Domain Randomization for Object Counting

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Feb 17, 2022
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How Important is Importance Sampling for Deep Budgeted Training?

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Oct 27, 2021
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Addressing out-of-distribution label noise in webly-labelled data

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Oct 26, 2021
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Multi-Objective Interpolation Training for Robustness to Label Noise

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Dec 08, 2020
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Unsupervised Contrastive Learning of Sound Event Representations

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Nov 15, 2020
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ReLaB: Reliable Label Bootstrapping for Semi-Supervised Learning

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Jul 23, 2020
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Towards Robust Learning with Different Label Noise Distributions

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Dec 18, 2019
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Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning

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Aug 09, 2019
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