Cyclone: Diffusion Model for Cycle-Consistent Weather Editing from Unpaired Driving Data
Reliable perception under diverse weather conditions remains a major challenge for autonomous driving systems. A common strategy to improve robustness is either to synthesize adverse weather conditions for training perception models or to apply weather-removal techniques to recover clean inputs. However, existing approaches typically rely on synthetic data augmentation or physics-based, task-specific models that require paired training data and often struggle to generate realistic weather effects or generalize robustly to out-of-domain scenarios. Toward this problem, we present Cyclone, a unif
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Paper → model → repo connections mined from source citations (Tier-1 exact match).
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Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- FuzzySimilar title/name (fuzzy) · 59%stabilityai/stable-diffusion-xl-base-1.0 →
“Fuzzy title match (0.73): “Cyclone: Diffusion Model for Cycle-Consistent Weather Editin” ≈ “stabilityai/stable-diffusion-xl-base-1.0””
- FuzzySimilar title/name (fuzzy) · 59%CompVis/stable-diffusion-v1-4 →
“Fuzzy title match (0.73): “Cyclone: Diffusion Model for Cycle-Consistent Weather Editin” ≈ “CompVis/stable-diffusion-v1-4””
- FuzzySimilar title/name (fuzzy) · 59%stabilityai/stable-diffusion-3.5-large →
“Fuzzy title match (0.73): “Cyclone: Diffusion Model for Cycle-Consistent Weather Editin” ≈ “stabilityai/stable-diffusion-3.5-large””
- PossiblePossibly related (embedding) · 51%Integrating physics-based tools and machine learning for improved accuracy in city weather modeling - anl.gov →
- FuzzyOverlapping authors or contributors · 62%open-webui/open-webui →
“Shared author/contributor keys: nguyen”
- LinkedLinked via arxiv author · 85%Thang-Anh-Quan Nguyen →
“Cyclone: Diffusion Model for Cycle-Consistent Weather Editing from Unpaired Driving Data”
- LinkedLinked via arxiv author · 85%Moussab Bennehar →
“Cyclone: Diffusion Model for Cycle-Consistent Weather Editing from Unpaired Driving Data”
- LinkedLinked via arxiv author · 85%Luis Guillermo Roldao Jimenez →
“Cyclone: Diffusion Model for Cycle-Consistent Weather Editing from Unpaired Driving Data”