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Carola-Bibiane Schönlieb

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 3:13 AM AMS

10

papers

150

total citations

papers (10)

End-to-end reconstruction meets data-driven regularization for inverse problems

NEURIPS 2021arXiv

SCOTCH and SODA: A Transformer Video Shadow Detection Framework

On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems

HAMLET: Graph Transformer Neural Operator for Partial Differential Equations

Weakly Convex Regularisers for Inverse Problems: Convergence of Critical Points and Primal-Dual Optimisation

DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations

Learning Regularization for Graph Inverse Problems

Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations

Rethinking Video Rain Streak Removal: A New Synthesis Model and a Deraining Network with Video Rain Prior

Diffusion Models Encode the Intrinsic Dimension of Data Manifolds