Charlotte Loh

According to our database1, Charlotte Loh authored at least 15 papers between 2011 and 2024.

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Bibliography

2024
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step.
CoRR, 2024

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

2023
Mitigating Confirmation Bias in Semi-supervised Learning via Efficient Bayesian Model Averaging.
Trans. Mach. Learn. Res., 2023

Multimodal Learning for Crystalline Materials.
CoRR, 2023

Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies.
CoRR, 2023

Towards robust and generalizable representations of extracellular data using contrastive learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Analyzing Generalization of Neural Networks through Loss Path Kernels.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries.
Proceedings of the International Conference on Machine Learning, 2023

2022
Deep Learning for Bayesian Optimization of Scientific Problems with High-Dimensional Structure.
Trans. Mach. Learn. Res., 2022

On the Importance of Calibration in Semi-supervised Learning.
CoRR, 2022

Equivariant Self-Supervised Learning: Encouraging Equivariance in Representations.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Equivariant Contrastive Learning.
CoRR, 2021

Surrogate- and invariance-boosted contrastive learning for data-scarce applications in science.
CoRR, 2021

Scalable and Flexible Deep Bayesian Optimization with Auxiliary Information for Scientific Problems.
CoRR, 2021

2011
Automated lymph node detection and classification on breast and prostate cancer SPECT-CT images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011


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