Edgar Josafat Martinez-Noriega

2 papers · 2022–2023 · 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 🗺️ Taxonomy Completionist (10)

Venues

CVPR (1) NeurIPS (1)

Top co-authors

Xinyu Zhang (1) Truong Thao Nguyen (1) Balazs Gerofi (1) Ryosuke Yamada (1) François Trahay (1) Hirokatsu Kataoka (1) Rio Yokota (1) Mohamed Wahib (1) Kodai Nakashima (1) Ryo Hayamizu (1)

Research topics

Deep Learning (2) Machine Learning (2) Application Areas (2) Learning Types (2) Artificial Intelligence (1) Computer Vision (1) Architectures (1) Core AI (1) Learning Paradigms (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

image classification (1) stochastic gradient descent (1) vision transformer (1) transfer learning (1) self-supervised learning (1) neural network optimization (1) importance sampling (1) training efficiency (1) sample selection (1) deep neural network (1) synthetic data (1) synthetic image (1) object contour (1) formula-driven supervision (1) formula-driven supervised learning (1) contour generation (1)

Papers

KAKURENBO: Adaptively Hiding Samples in Deep Neural Network Training NeurIPS 2023 Replacing Labeled Real-Image Datasets With Auto-Generated Contours CVPR 2022