Mars Spectrometry 2: Gas Chromatography -- Second place solution
Not on the map. Why?
Abstract (arXiv)
The Mars Spectrometry 2: Gas Chromatography challenge was sponsored by NASA and run on the DrivenData competition platform in 2022. This report describes the solution which achieved the second-best score on the competition's test dataset. The solution utilized two-dimensional, image-like representations of the competition's chromatography data samples. A number of different Convolutional Neural Network models were trained and ensembled for the final submission.
Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 6 of its 12 references that are in the map. First posted on arXiv 24 Mar 2024.
Builds on
6 of 12 references.
References · 6
- 2019PyTorch: An Imperative Style, High-Performance Deep Learning Librarycited by 20,160
- 2017mixup: Beyond Empirical Risk Minimizationcited by 5,155
- 2019Deep High-Resolution Representation Learning for Visual Recognitioncited by 1,417
- 2020Designing Network Design Spacescited by 954
- 2017Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networkscited by 936
- 2017Dual Path Networkscited by 119
Built on by
Not cited yet.