Michael Sander

2 papers · 2022–2022 · 1 venue · 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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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) ❓ The Questioner

Venues

NeurIPS (2)

Top co-authors

Samy Jelassi (1) Pierre Ablin (1) Yuanzhi Li (1) Gabriel Peyré (1)

Research topics

Deep Learning (2) Machine Learning (2) Architectures (2) Learning Types (2) Optimization & Theory · Machine Learning (2) Computer Vision (1) Mathematics & Optimization (1) Analysis (1) Mathematics (1) Optimization & Theory · Deep Learning (1)

Keywords

vision transformer (1) transfer learning (1) gradient-based optimization (1) attention mechanism (1) gradient descent (1) spatial structure (1) convolutional neural network (1) neural ordinary differential equation (1) gradient flow (1) positional encoding (1) adjoint method (1) residual neural network (1) theoretical justification (1) spatial structure learning (1) positional attention mechanism (1) visual inductive bia (1) ode integration (1)

Papers

Do Residual Neural Networks discretize Neural Ordinary Differential Equations? NeurIPS 2022 Vision Transformers provably learn spatial structure NeurIPS 2022