Template-Search Domain Adaptation via Multi-Stage Feature Alignment for Cross-Modal Object Tracking

arXiv:2609.38637 · cs.CV, cs.AI · Submitted 2026-09-29 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-29

Updated: 2026-09-29

Terminology

• Alignment — 73× in this paper · explained in 1 episode
• Transformer — 25× in this paper · explained in 2 episodes
• Adaptation — 24× in this paper · explained in 1 episode
• Domain Adaptation — 17× in this paper · explained in 5 episodes
• Robustness — 12× in this paper · explained in 5 episodes
• Conference on Computer Vision and Pattern Recognition — 9× in this paper
• Benchmark — 6× in this paper · explained in 2 episodes
• Consistency — 6× in this paper · explained in 3 episodes
• Ablation — 4× in this paper · explained in 1 episode
• CVF International Conference on Computer Vision — 4× in this paper
• Embeddings — 4× in this paper · explained in 2 episodes
• Contrastive Feature Alignment — 3× in this paper
• Distribution Shift — 3× in this paper · explained in 5 episodes
• Ablation study — 2× in this paper · explained in 1 episode
• Cosine Similarity — 2× in this paper · explained in 3 episodes
• Fine-Tuning — 2× in this paper · explained in 5 episodes
• Adaptive Weighting — 1× in this paper · explained in 1 episode
• Adversarial Training — 1× in this paper · explained in 1 episode
• Attention Mechanism — 1× in this paper · explained in 3 episodes
• Contrastive Learning — 1× in this paper · explained in 5 episodes
• Distillation — 1× in this paper · explained in 2 episodes
• Predictive Coding — 1× in this paper · explained in 2 episodes
• Regularization — 1× in this paper · explained in 3 episodes
• Representation Learning — 1× in this paper · explained in 2 episodes
• Self-Distillation — 1× in this paper · explained in 7 episodes
• Semantic Alignment — 1× in this paper · explained in 3 episodes
• Transferability — 1× in this paper · explained in 4 episodes

Sources

• SwiTrack: Tri-State Switch for Cross-Modal Object Tracking
• Representation Learning with Contrastive Predictive Coding
• A Deep Dive into Generic Object Tracking: A Survey
• Progressive Domain Adaptation for Thermal Infrared Object Tracking
• Decoupled Weight Decay Regularization

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