9 citations · 9 across the 4 of their papers we have counts for
3 papers · 1 filter
Stratified Multi-View Aggregation for Score Distillation
Marian Lupascu, Mihai-Sorin Stupariu, Mihai Sorin Stupariu +2
Score distillation turns a pretrained 2D diffusion model into a 3D generator, but the per-step gradient is estimated from a single random view: this one-sample estimate has high va…
Optimal Transport for Rectified Flow Image Editing: Unifying Inversion-Based and Direct Methods
Marian Lupascu, Mihai-Sorin Stupariu
Image editing in rectified flow models remains challenging due to the fundamental trade-off between reconstruction fidelity and editing flexibility. While inversion-based methods s…
Neural Contrast: Leveraging Generative Editing for Graphic Design Recommendations
Marian Lupascu, Ionut Mironica, Mihai-Sorin Stupariu
Creating visually appealing composites requires optimizing both text and background for compatibility. Previous methods have focused on simple design strategies, such as changing t…