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Mirela Ostrek

3 accepted papers

2025

HairFree: Compositional 2D Head Prior for Text-Driven 360° Bald Texture Synthesis

NeurIPS 2025poster

Synthesizing high-quality 3D head textures is crucial for gaming, virtual reality, and digital humans. Achieving seamless 360° textures typically requires expensive multi-view datasets with precise tracking. However, traditional methods struggle without back-view data or precise geometry, especially…

Cited by 0SourceScholar
2020

Deformation-Aware Unpaired Image Translation for Pose Estimation on Laboratory Animals

CVPR 2020poster

Our goal is to capture the pose of real animals using synthetic training examples, without using any manual supervision. Our focus is on neuroscience model organisms, to be able to study how neural circuits orchestrate behaviour. Human pose estimation attains remarkable accuracy when trained on real…

Cited by 51PDFScholar
2019

Seeing through Sounds: Predicting Visual Semantic Segmentation Results from Multichannel Audio Signals

ICASSP 2019accepted

Sounds provide us with vast amounts of information about surrounding objects and can even remind us visual images of them. Is it possible to implement this noteworthy human ability on machines? In this paper, we study a new task that consists of predicting image recognition results in the form of se…

Cited by 16SourceScholar