Slope-Guided Mamba and Angular-Refined Transformer for Light Field Super-Resolution
Light Field Super-Resolution (LFSR) necessitates accurate modeling of spatial-angular correlations while preserving intrinsic 4D ray coherence. However, maintaining such high-dimensional consistency remains challenging, primarily due to two inherent limitations in prevailing modeling paradigms. First, spatial and angular dimensions are often modeled in a decoupled manner, restricting early cross-dimensional interaction and leading to geometric inconsistencies. Moreover, although continuous sequence modeling paradigms show promise in representing epipolar structures, their rigid scanning mechan
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- FuzzySimilar title/name (fuzzy) · 87%lightgbm-org/LightGBM →
“Fuzzy title match (0.94): “Slope-Guided Mamba and Angular-Refined Transformer for Light” ≈ “lightgbm-org/LightGBM””
- FuzzySimilar title/name (fuzzy) · 87%HKUDS/LightRAG →
“Fuzzy title match (0.94): “Slope-Guided Mamba and Angular-Refined Transformer for Light” ≈ “HKUDS/LightRAG””
- FuzzySimilar title/name (fuzzy) · 59%halfrost/Halfrost-Field →
“Fuzzy title match (0.73): “Slope-Guided Mamba and Angular-Refined Transformer for Light” ≈ “halfrost/Halfrost-Field””