SCCL-DT: Semantic-Conflict-Aware Contrastive Learning with Dual-Rule Teacher Distillation for Zero-Shot Chest X-Ray Diagnosis

arXiv:2610.22094 · cs.CV · Submitted 2026-10-15 · Read on arXiv

cs.CV

Submitted: 2026-10-15

Updated: 2026-10-15

Comments: 17 pages, 4 figures, includes supplementary material

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

Terminology

• Contrastive Learning — 2× in this paper · explained in 7 episodes
• Distillation — 2× in this paper · explained in 2 episodes
• Semantic-Conflict-Aware Contrastive Learning — 2× in this paper
• AUC — 1× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Trace — 1× in this paper · explained in 2 episodes

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