Helen Qu

According to our database, Helen Qu authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The FIX Benchmark: Extracting Features Interpretable to eXperts.

Helen Jin, Shreya Havaldar, Chaehyeon Kim, Anton Xue, Weiqiu You, Helen Qu, Marco Gatti, Daniel A. Hashimoto, Bhuvnesh Jain, Amin Madani, Masao Sako, Lyle H. Ungar, Eric Wong

CoRR, 2024

Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations.

Helen Qu, Sang Michael Xie

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Sum-of-Parts Models: Faithful Attributions for Groups of Features.

Weiqiu You, Helen Qu, Marco Gatti, Bhuvnesh Jain, Eric Wong

CoRR, 2023

Transformers for scientific data: a pedagogical review for astronomers.

Dimitrios Tanoglidis, Bhuvnesh Jain, Helen Qu

CoRR, 2023

Photo-zSNthesis: Converting Type Ia Supernova Lightcurves to Redshift Estimates via Deep Learning.

Helen Qu, Masao Sako

CoRR, 2023

2022

A Convolutional Neural Network Approach to Supernova Time-Series Classification.

Helen Qu, Masao Sako, Anais Moller, Cyrille Doux

CoRR, 2022

There's no difference: Convolutional Neural Networks for transient detection without template subtraction.

Tatiana Acero-Cuellar, Federica B. Bianco, Gregory Dobler, Masao Sako, Helen Qu

CoRR, 2022