4 papers
Jointly Generating Multi-view Consistent PBR Textures using Collaborative Control
Shimon Vainer, Konstantin Kutsy, Dante De Nigris +3
Multi-view consistency remains a challenge for image diffusion models. Even within the Text-to-Texture problem, where perfect geometric correspondences are known a priori, many met…
Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation
Slava Elizarov, Ciara Rowles, Simon Donné
Generating high-quality 3D objects from textual descriptions remains a challenging problem due to computational cost, the scarcity of 3D data, and complex 3D representations. We in…
IPAdapter-Instruct: Resolving Ambiguity in Image-based Conditioning using Instruct Prompts
Ciara Rowles, Shimon Vainer, Dante De Nigris +3
Diffusion models continuously push the boundary of state-of-the-art image generation, but the process is hard to control with any nuance: practice proves that textual prompts are i…
Machine learning methods for the detection of polar lows in satellite mosaics: major issues and their solutions
Mikhail Krinitskiy, Polina Verezemskaya, Svyatoslav Elizarov +1
Polar mesocyclones (PMCs) and their intense subclass polar lows (PLs) are relatively small atmospheric vortices that form mostly over the ocean in high latitudes. PLs can strongly…