CANN: Commutative Algebra Neural Networks for Virus Classification

arXiv:2610.00283 · q-bio.GN · Submitted 2026-09-25 · Read on arXiv

q-bio.GN

Submitted: 2026-09-25

Updated: 2026-09-25

Code: https://github.com/mzia-s/CANN

Terminology

Accuracy — 56× in this paper · explained in 1 episode
Transformer — 28× in this paper · explained in 2 episodes
Alignment — 19× in this paper · explained in 1 episode
Benchmark — 18× in this paper · explained in 2 episodes
Ablation — 10× in this paper · explained in 1 episode
Representation Learning — 7× in this paper · explained in 2 episodes
Abundance — 5× in this paper · explained in 1 episode
Embeddings — 5× in this paper · explained in 2 episodes
Generalization — 3× in this paper · explained in 13 episodes
Attention Mechanism — 2× in this paper · explained in 2 episodes
Benchmarking — 2× in this paper · explained in 3 episodes
Cosine Similarity — 2× in this paper · explained in 3 episodes
Persistent Homology — 2× in this paper · explained in 3 episodes
Robustness — 2× in this paper · explained in 5 episodes
Adam — 1× in this paper · explained in 2 episodes
Alignment Methods — 1× in this paper · explained in 1 episode
Contrastive Learning — 1× in this paper · explained in 5 episodes
F1 Score — 1× in this paper · explained in 3 episodes
Hypergraph — 1× in this paper · explained in 2 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Latent Representation — 1× in this paper · explained in 2 episodes
Latent Representations — 1× in this paper · explained in 3 episodes
National Center for Biotechnology Information — 1× in this paper
Point Clouds — 1× in this paper · explained in 2 episodes
Transformer Models — 1× in this paper · explained in 2 episodes
Unified Framework — 1× in this paper · explained in 5 episodes

CANN: Commutative Algebra Neural Networks for Virus Classification

Terminology

Sources

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