Tom Arodz

3 papers · 2020–2021 · 3 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 🐣 Hot Topic Early Bird

Venues

ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Aliakbar Panahi (2) Seyran Saeedi (2) Jacob Unterman (1) Xi Gao (1) Han Zhang (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core AI (2) Natural Language Processing (1) Application Areas (1) Core Methods (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Resources & Methods (1) Techniques (1)

Keywords

model compression (2) parameter sharing (1) memory efficiency (1) neural ordinary differential equation (1) normalizing flow (1) approximation theory (1) parameter efficiency (1) word embedding (1) low-rank factorization (1) universal approximator (1) quantum entanglement (1) invertible residual network (1)

Papers

Shapeshifter: a Parameter-efficient Transformer using Factorized Reshaped Matrices NeurIPS 2021 Approximation Capabilities of Neural ODEs and Invertible Residual Networks ICML 2020 word2ket: Space-efficient Word Embeddings inspired by Quantum Entanglement ICLR 2020