AdaptiveCDM: Source-Free Few-Shot Domain Adaptation for Cell Detection in Microscopic Images

arXiv:2503.03370 · cs.CV · Submitted 2025-03-05 · Read on arXiv

cs.CV

Submitted: 2025-03-05

Updated: 2026-09-21

Terminology

Adaptation — 33× in this paper · explained in 1 episode
Domain Adaptation — 22× in this paper · explained in 5 episodes
Consistency — 6× in this paper · explained in 3 episodes
Alignment — 5× in this paper · explained in 1 episode
Representation Learning — 4× in this paper · explained in 2 episodes
Data Augmentation — 3× in this paper · explained in 7 episodes
Ablation — 2× in this paper · explained in 1 episode
Fine-Tuning — 2× in this paper · explained in 5 episodes
Accuracy — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Class Balancing Cut-Paste — 1× in this paper
Class-aware Representation Learning — 1× in this paper
Cosine Similarity — 1× in this paper · explained in 3 episodes
Distillation — 1× in this paper · explained in 2 episodes
Domain Shift — 1× in this paper · explained in 4 episodes
Explainability — 1× in this paper · explained in 3 episodes
Exponential Moving Average — 1× in this paper
Exponential Moving Average (EMA) — 1× in this paper · explained in 2 episodes
Feature Extraction — 1× in this paper · explained in 2 episodes
Generalization — 1× in this paper · explained in 13 episodes
Instance Segmentation — 1× in this paper · explained in 3 episodes
Knowledge Distillation — 1× in this paper · explained in 11 episodes

Sources

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