Anthony Bau

3 papers · 2019–2019 · 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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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 📈 Trend Setter

❓ The Questioner 🚀 Conference Pioneer

Venues

AAAI (2) ICLR (1)

Top co-authors

Hassan Sajjad (3) Yonatan Belinkov (3) Nadir Durrani (3) Fahim Dalvi (3) James Glass (3) Avery Nortonsmith (1)

Research topics

Deep Learning (3) Artificial Intelligence (2) Machine Learning (2) Core AI (2) Optimization & Theory · Deep Learning (2) Techniques (2) Natural Language Processing (1) Applications (1) Core Methods (1) Optimization & Theory · Machine Learning (1)

Keywords

model ablation (2) neuron analysis (2) neural machine translation (2) model interpretability (1) unsupervised discovery (1) feature visualization (1) feature analysis (1) model interpretation (1) neural network (1) neuron ablation (1) salient neuron identification (1) neuron interpretability (1) activation modification (1) linguistic correlation (1) model compression (1) translation control (1) knowledge distillation (1) model distillation (1)

Papers

Identifying and Controlling Important Neurons in Neural Machine Translation ICLR 2019 NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks AAAI 2019 What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models AAAI 2019