Pablo Millan Arias

According to our database, Pablo Millan Arias authored at least 8 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Always Keep Your Promises: DynamicLRP, A Model-Agnostic Solution To Layer-Wise Relevance Propagation.

Kevin Lee, Pablo Millan Arias

CoRR, December, 2025

Bridging Chaos Game Representations and <i>k</i>-mer Frequencies of DNA Sequences.

Haoze He, Lila Kari, Pablo Millan Arias

CoRR, June, 2025

Enhancing DNA Foundation Models to Address Masking Inefficiencies.

Monireh Safari, Pablo Millan Arias, Scott C. Lowe, Lila Kari, Angel X. Chang, Graham W. Taylor

CoRR, February, 2025

Bridging Chaos Game Representations and k-mer Frequencies of DNA Sequences.

Haoze He, Lila Kari, Pablo Millan Arias

Proceedings of the Unconventional Computation and Natural Computation, 2025

2024

Deep Unsupervised Learning for Biodiversity Analyses: Representation learning and clustering of bacterial, mitochondrial, and barcode DNA sequences.

Pablo Millan Arias

PhD thesis, 2024

BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity.

Zahra Gharaee, Scott C. Lowe, ZeMing Gong, Pablo Millan Arias, Nicholas Pellegrino, Austin T. Wang, Joakim Bruslund Haurum, Iuliia Zarubiieva, Lila Kari, Dirk Steinke, Graham W. Taylor, Paul W. Fieguth, Angel X. Chang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

<i>i</i>DeLUCS: a deep learning interactive tool for alignment-free clustering of DNA sequences.

Pablo Millan Arias, Kathleen A. Hill, Lila Kari

Bioinform., September, 2023

BarcodeBERT: Transformers for Biodiversity Analysis.

Pablo Millan Arias, Niousha Sadjadi, Monireh Safari, ZeMing Gong, Austin T. Wang, Scott C. Lowe, Joakim Bruslund Haurum, Iuliia Zarubiieva, Dirk Steinke, Lila Kari, Angel X. Chang, Graham W. Taylor

CoRR, 2023