Cross-Domain Few-Shot Writer Adaptation for Real-World Handwritten Mathematical Expression Recognition

arXiv:2609.32513 · cs.CV · Submitted 2026-09-26 · Read on arXiv

cs.CV

Submitted: 2026-09-26

Updated: 2026-09-26

Comments: Accepted at the 32nd IEEE International Conference on Mechatronics and Machine Vision in Practice (M2VIP 2026)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Adaptation — 27× in this paper · explained in 1 episode
Fine-Tuning — 25× in this paper · explained in 5 episodes
Transformer — 9× in this paper · explained in 2 episodes
Accuracy — 7× in this paper · explained in 1 episode
Ablation — 5× in this paper · explained in 1 episode
Consistency — 3× in this paper · explained in 3 episodes
Benchmark — 2× in this paper · explained in 2 episodes
AdamW Optimizer — 1× in this paper · explained in 1 episode
Attention Mechanism — 1× in this paper · explained in 2 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Eucledian Distance Transform — 1× in this paper
Exchangeability — 1× in this paper · explained in 2 episodes
Feature Extraction — 1× in this paper · explained in 2 episodes
Hybrid System — 1× in this paper · explained in 2 episodes
Transformer Architecture — 1× in this paper · explained in 2 episodes
Transformer Models — 1× in this paper · explained in 2 episodes
Vision Transformer (ViT) — 1× in this paper · explained in 2 episodes

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