Aligned Consensus Teaching for Label-Efficient Oriented Object Detection in Weakly-Aligned Visible-Infrared Imagery

arXiv:2609.18124 · cs.CV · Submitted 2026-09-16 · Read on arXiv

cs.CV

Submitted: 2026-09-16

Updated: 2026-09-16

Terminology

• Alignment — 21× in this paper · explained in 1 episode
• Consistency — 11× in this paper · explained in 3 episodes
• Computer Vision and Pattern Recognition — 8× in this paper
• Semi-supervised Learning — 4× in this paper · explained in 4 episodes
• Cycle-Consistent Region Alignment — 3× in this paper
• Robustness — 3× in this paper · explained in 5 episodes
• Ablation — 2× in this paper · explained in 1 episode
• Aligned Consensus Teacher — 2× in this paper
• Benchmark — 2× in this paper · explained in 2 episodes
• CVF International Conference on Computer Vision — 2× in this paper
• European Conference on Computer Vision — 2× in this paper
• Transformer — 2× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Calibration — 1× in this paper · explained in 7 episodes
• Data Augmentation — 1× in this paper · explained in 7 episodes
• Wasserstein Distance — 1× in this paper · explained in 4 episodes

Sources

• Qwen2.5-VL Technical Report
• DOD-SA: Infrared-Visible Decoupled Object Detection with Single-Modality Annotations

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