Wojciech Masarczyk

3 papers · 2021–2023 · 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 · Silver 🗺️ Taxonomy Completionist (11)

Venues

NeurIPS (2) IJCAI (1)

Top co-authors

Mateusz Ostaszewski (2) Tomasz Trzcinski (2) Piotr Miłoś (1) Eleanor Scerri (1) Kamil Deja (1) Daniel Marczak (1) Razvan Pascanu (1) Vedran Dunjko (1) Lea M. Trenkwalder (1) Paweł Wawrzyński (1)

Research topics

Deep Learning (3) Machine Learning (2) Architectures (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Interdisciplinary (1) Reinforcement Learning (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Methods (1) Models (1) Science (1)

Keywords

continual learning (2) reinforcement learning (1) catastrophic forgetting (1) curriculum learning (1) knowledge transfer (1) policy learning (1) out-of-distribution generalization (1) data representation (1) deep neural network (1) variational autoencoder (1) ground state energy (1) knowledge consolidation (1) latent space alignment (1) generative continual learning (1) circuit optimization (1) quantum circuit (1) supervised image classification (1) representation learning (1) variational quantum eigensolver (1)

Papers

The Tunnel Effect: Building Data Representations in Deep Neural Networks NeurIPS 2023 Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning IJCAI 2022 Reinforcement learning for optimization of variational quantum circuit architectures NeurIPS 2021