4 citations · 4 across the 3 of their papers we have counts for
6 papers
Variance Reduction on the Camera Axis: Multi-View Score Distillation for 3D
Marian Lupascu, Mihai Sorin Stupariu, Ionut Mironica
Score distillation turns a pretrained 2D diffusion model into a 3D generator, but the per-step gradient is estimated from a single randomly chosen view: it is high-variance and bli…
LaDe: Unified Multi-Layered Graphic Media Generation and Decomposition
Vlad-Constantin Lungu-Stan, Ionut Mironica, Mariana-Iuliana Georgescu
Media design layer generation enables the creation of fully editable, layered design documents such as posters, flyers, and logos using only natural language prompts. Existing meth…
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…
A Fast Deep Learning Network for Automatic Image Auto-Straightening
Ionut Mironica, Andrei Zugravu
Rectifying the orientation of images represents a daily task for every photographer. This task may be complicated even for the human eye, especially when the horizon or other horiz…
ReflectNet -- A Generative Adversarial Method for Single Image Reflection Suppression
Andreea Birhala, Ionut Mironica
Taking pictures through glass windows almost always produces undesired reflections that degrade the quality of the photo. The ill-posed nature of the reflection removal problem rea…
A Generative Adversarial Approach with Residual Learning for Dust and Scratches Artifacts Removal
Ionuţ Mironică
Retouching can significantly elevate the visual appeal of photos, but many casual photographers lack the expertise to operate in a professional manner. One particularly challenging…