Brenden M Lake
12 papers · 2013–2024 · 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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πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half
π§
Keyword Pioneer
π
Trend Setter
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(61)
Venues
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(9)
Core AI
(7)
Learning Types Β· Machine Learning
(7)
Deep Learning
(5)
Interdisciplinary
(3)
Architectures
(3)
Core Methods
(3)
Learning Paradigms Β· Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Cognitive Science
(2)
Learning Paradigms Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Keywords
few-shot learning
(3)
compositional reasoning
(2)
compositional generalization
(2)
systematic generalization
(2)
feature learning
(1)
self-supervised learning
(1)
causal inference
(1)
causal reasoning
(1)
vision transformer
(1)
cognitive modeling
(1)
probabilistic inference
(1)
visual similarity
(1)
maximum entropy
(1)
egocentric vision
(1)
program synthesis
(1)
visual representation
(1)
question generation
(1)
deep learning
(1)
heuristic search
(1)
compositionality
(1)
Papers
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects
NeurIPS 2024
Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others
NeurIPS 2021
CURI: A Benchmark for Productive Concept Learning Under Uncertainty
ICML 2021
Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning
NeurIPS 2021
A Benchmark for Systematic Generalization in Grounded Language Understanding
NeurIPS 2020
Learning Compositional Rules via Neural Program Synthesis
NeurIPS 2020
Mutual exclusivity as a challenge for deep neural networks
NeurIPS 2020
Self-supervised learning through the eyes of a child
NeurIPS 2020
Compositional generalization through meta sequence-to-sequence learning
NeurIPS 2019
Question Asking as Program Generation
NeurIPS 2017
Softstar: Heuristic-Guided Probabilistic Inference
NeurIPS 2015
One-shot learning by inverting a compositional causal process
NeurIPS 2013