Paul Micaelli

3 papers · 2019–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) CVPR (1)

Top co-authors

Amos J. Storkey (2) Hongxu Yin (1) Pavlo Molchanov (1) Arash Vahdat (1) Jan Kautz (1)

Research topics

Machine Learning (3) Deep Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Application Areas (1) Core Methods (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

model compression (1) zero-shot learning (1) adversarial learning (1) few-shot learning (1) hyperparameter optimization (1) knowledge transfer (1) knowledge distillation (1) model distillation (1) adversarial training (1) implicit representation (1) facial landmark detection (1) gradient descent (1) deep equilibrium model (1) forward-mode differentiation (1) video stabilization (1) teacher student (1) neural network (1) recurrent refinement (1) video landmark detection (1)

Papers

Recurrence Without Recurrence: Stable Video Landmark Detection With Deep Equilibrium Models CVPR 2023 Gradient-based Hyperparameter Optimization Over Long Horizons NeurIPS 2021 Zero-shot Knowledge Transfer via Adversarial Belief Matching NeurIPS 2019