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Charlotte Loh

OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step

Jun 04, 2024
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QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation

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May 31, 2024
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Multimodal Learning for Crystalline Materials

Nov 30, 2023
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Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies

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Apr 08, 2023
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Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries

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Mar 04, 2023
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On the Importance of Calibration in Semi-supervised Learning

Oct 10, 2022
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Equivariant Contrastive Learning

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Oct 28, 2021
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Surrogate- and invariance-boosted contrastive learning for data-scarce applications in science

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Oct 15, 2021
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Scalable and Flexible Deep Bayesian Optimization with Auxiliary Information for Scientific Problems

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Apr 23, 2021
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