Brenden M. Lake

Human-level concept learning through probabilistic program induction

Brenden M. Lake, Ruslan Salakhutdinov, Joshua B. Tenenbaum · Science · 2015 · 2.9K citations

Computing, Computer Science, Artificial Intelligence +16

One shot learning of simple visual concepts

Brenden M. Lake, Ruslan Salakhutdinov, Jason N. Gross et al. · eScholarship (California Digital Library) · 2011 · 616 citations · Full text

Computing, Computer Science, Computer Vision +16

One-shot learning by inverting a compositional causal process

Brenden M. Lake, Ruslan Salakhutdinov, Josh Tenenbaum · DSpace@MIT (Massachusetts Institute of Technology) · 2013 · 226 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Human-like systematic generalization through a meta-learning neural network

Brenden M. Lake, Marco Baroni · Nature · 2023 · 178 citations · Full text

Computing, Computer Science, Instruction +12

Building machines that learn and think like people

Brenden M. Lake, Tomer Ullman, Joshua B. Tenenbaum et al. · Behavioral and Brain Sciences · 2016 · 170 citations · Full text

Computing, Computer Science, Physics +17