Brenden M Lake
12 papers · 2013–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (11)
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Hot Topic Early Bird
🌍
Conference Polyglot
(2)
🏃
Academic Marathon
(11)
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Trend Setter
💎
Century Club
(12)
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Keyword Collector
(56)
Conferences
NIPS (11)
ICML (1)
Top co-authors
Research topics
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
NIPS 2024
CURI: A Benchmark for Productive Concept Learning Under Uncertainty
ICML 2021
Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others
NIPS 2021
Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning
NIPS 2021
Mutual exclusivity as a challenge for deep neural networks
NIPS 2020
Self-supervised learning through the eyes of a child
NIPS 2020
Learning Compositional Rules via Neural Program Synthesis
NIPS 2020
A Benchmark for Systematic Generalization in Grounded Language Understanding
NIPS 2020
Compositional generalization through meta sequence-to-sequence learning
NIPS 2019
Question Asking as Program Generation
NIPS 2017
Softstar: Heuristic-Guided Probabilistic Inference
NIPS 2015
One-shot learning by inverting a compositional causal process
NIPS 2013