Francesca Babiloni

6 papers · 2018–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🚀 Conference Pioneer

Venues

CVPR (2) ICCV (2) ECCV (1) NeurIPS (1)

Top co-authors

Stefanos Zafeiriou (4) Jiankang Deng (3) Ioannis Marras (2) Ales Leonardis (2) Matteo Maggioni (2) Thomas Tanay (2) Rahaf Aljundi (1) Gregory Slabaugh (1) Mohamed Elhoseiny (1) Steven McDonagh (1)

Research topics

Computer Vision (4) Deep Learning (4) Machine Learning (3) Architectures (3) Techniques (3) Analysis (2) Core Methods (2) Optimization & Theory · Deep Learning (2) Processing (2) Optimization & Theory · Machine Learning (1)

Keywords

representation learning (2) image segmentation (1) style transfer (1) shape correspondence (1) 3d vision (1) image translation (1) image-to-image translation (1) tensor decomposition (1) image denoising (1) image super-resolution (1) human heads (1) image deblurring (1) image inpainting (1) linear complexity (1) convolutional neural network (1) 3d generation (1) neural radiance field (1) score distillation sampling (1) 3d mesh (1) tensor processing (1)

Papers

ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling NeurIPS 2024 Adaptive Spiral Layers for Efficient 3D Representation Learning on Meshes ICCV 2023 Tunable Convolutions With Parametric Multi-Loss Optimization CVPR 2023 Poly-NL: Linear Complexity Non-Local Layers With 3rd Order Polynomials ICCV 2021 TESA: Tensor Element Self-Attention via Matricization CVPR 2020 Memory Aware Synapses: Learning what (not) to forget ECCV 2018