Aleix Martinez

4 papers · 2012–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

📈 Trend Setter

Venues

CVPR (2) ECCV (1) JMLR (1)

Top co-authors

Qianli Feng (2) Raghudeep Gadde (2) Wentong Liao (1) Guha Balakrishnan (1) Anqi Liang (1) Giorgio Giannone (1) Eduard Ramon (1) Shichuan Du (1) Ciprian Corneanu (1) Pietro Perona (1)

Research topics

Machine Learning (3) Computer Vision (2) Analysis (2) Core Methods (2) Deep Learning (1) Learning Types (1) Techniques (1)

Keywords

unsupervised learning (1) image classification (1) semantic segmentation (1) face recognition (1) landmark detection (1) gan inversion (1) emotion classification (1) synthetic image (1) facial expression recognition (1) categorical model (1) synthetic image evaluation (1) face space (1) shape-texture decomposition (1) object-centric realism (1)

Papers

Be More Specific: Evaluating Object-centric Realism in Synthetic Images CVPR 2025 Network-Free, Unsupervised Semantic Segmentation With Synthetic Images CVPR 2023 Rayleigh EigenDirections (REDs): Nonlinear GAN Latent Space Traversals for Multidimensional Features ECCV 2022 A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives JMLR 2012