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Alexandru Damian

2 papers · 2020–2022 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

COLT (1) CVPR (1)

Top co-authors

Shijia Hu (1) Nikhil Ravi (1) Mahdi Soltanolkotabi (1) Cynthia Rudin (1) Sachit Menon (1) Jason Lee (1)

Research topics

Deep Learning (2) Machine Learning (2) Core Methods (2) Learning Types · Machine Learning (2) Computer Vision (1) Learning Types · Deep Learning (1) Models (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Processing (1)

Keywords

representation learning (1) transfer learning (1) self-supervised learning (1) sample complexity (1) gradient descent (1) generative model (1) two-layer neural network (1) latent space exploration (1) face hallucination (1) image upsampling (1) kernel methods (1) neural network (1) downscale loss (1)

Papers

Neural Networks can Learn Representations with Gradient Descent COLT 2022 PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models CVPR 2020