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List of works by Joshua B. Tenenbaum

3D-Aware Scene Manipulation via Inverse Graphics ⬇️

A Bayesian Framework for Cross-Situational Word-Learning ⬇️

A Probabilistic Model of Meetings That Combines Words and Discourse Features

article

A Rational Analysis of Rule‐Based Concept Learning ⬇️

scientific article published on January 2, 2008

A global geometric framework for nonlinear dimensionality reduction

scientific article

A probabilistic model of cross-categorization

scientific article

A probabilistic model of theory formation

scientific article

A probabilistic model of visual working memory: Incorporating higher order regularities into working memory capacity estimates ⬇️

scientific article published on December 10, 2012

A tutorial introduction to Bayesian models of cognitive development ⬇️

scientific article published on January 26, 2011

Action understanding as inverse planning

scientific article

An integrated account of generalization across objects and features ⬇️

scientific article published on November 15, 2011

An integrative computational architecture for object-driven cortex

scientific article published on 28 February 2019

Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs ⬇️

Bayes and blickets: effects of knowledge on causal induction in children and adults

scientific article published on 4 October 2011

Bayesian Modeling of Human Concept Learning ⬇️

scientific article published in January 1999

Bayesian Models of Inductive Generalization ⬇️

scientific article published in January 2003

Bayesian models of human action understanding ⬇️

scientific article published in January 2006

Bayesian networks, Bayesian learning and cognitive development

scientific article published in May 2007

Bootstrapping in a language of thought: A formal model of numerical concept learning ⬇️

scientific article published on January 26, 2012

Building Machines That Learn and Think Like People ⬇️

scientific article (publication date: 2 November 2016)

Causal inference in multisensory perception

scientific article

Causal inference in sensorimotor integration ⬇️

scientific article published in January 2007

Changing minds: Children's inferences about third party belief revision

scientific article published on 12 May 2017

Children understand that agents maximize expected utilities

scientific article published on 17 July 2017

Children's understanding of the costs and rewards underlying rational action

scientific article published on 8 April 2015

Combining causal and similarity-based reasoning ⬇️

scientific article published in January 2007

Compositional Inductive Biases in Function Learning

scientific article published on 3 December 2016

Compositional inductive biases in function learning

scientific article published on 16 November 2017

Computational ethics

scientific article published in May 2022

Computational rationality: A converging paradigm for intelligence in brains, minds, and machines

scientific article published on 16 July 2015

Correction: Learning and Long-Term Retention of Large-Scale Artificial Languages.

scientific article

Deep Convolutional Inverse Graphics Network ⬇️

scholarly article by Tejas D. Kulkarni et al published 2015 in Advances in Neural Information Processing Systems 28

Discovering hierarchical motion structure

scientific article published on 26 March 2015

Dynamic Infinite Relational Model for Time-varying Relational Data Analysis ⬇️

Dynamical Causal Learning ⬇️

scientific article published in January 2003

Efficient inverse graphics in biological face processing

scientific article published on 04 March 2020

End-to-End Differentiable Physics for Learning and Control ⬇️

Explaining human multiple object tracking as resource-constrained approximate inference in a dynamic probabilistic model ⬇️

scientific article published in January 2009

Eye-Tracking Causality

scientific article published on October 2017

Factorial Learning by Clustering Features ⬇️

scientific article published in January 1995

Finding Friend and Foe in Multi-Agent Games ⬇️

Flexible neural representation for physics prediction ⬇️

From Algorithmic to Subjective Randomness ⬇️

scientific article published in January 2004

From mere coincidences to meaningful discoveries

scientific article published on 04 May 2006

Functional neuroanatomy of intuitive physical inference

scientific article published on 08 August 2016

Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning ⬇️

scholarly article by Jiajun Wu et al published 2015 in Advances in Neural Information Processing Systems 28

Global Versus Local Methods in Nonlinear Dimensionality Reduction ⬇️

scientific article published in January 2003

Going beyond the evidence: abstract laws and preschoolers' responses to anomalous data

scientific article

Help or Hinder: Bayesian Models of Social Goal Inference ⬇️

scientific article published in January 2009

Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation ⬇️

scientific article published in January 2016

Hierarchical Topic Models and the Nested Chinese Restaurant Process ⬇️

scientific article published in January 2004

How to Grow a Mind: Statistics, Structure, and Abstraction ⬇️

scientific article published on March 11, 2011

Human-level concept learning through probabilistic program induction

scientific article

Indirect Evidence and the Poverty of the Stimulus: The Case of AnaphoricOne ⬇️

scientific article published on March 1, 2009

Inductive reasoning about causally transmitted properties

scientific article

Inferring mass in complex scenes by mental simulation

scientific article

Inferring the intentional states of autonomous virtual agents

scientific article published on 3 January 2014

Ingredients of intelligence: From classic debates to an engineering roadmap

scientific article published in January 2017

Integrating Topics and Syntax ⬇️

scientific article published in January 2005

Learning Compositional Rules via Neural Program Synthesis ⬇️

scientific article published in November 2020

Learning Libraries of Subroutines for Neurally–Guided Bayesian Program Induction ⬇️

Learning Physical Graph Representations from Visual Scenes ⬇️

scientific article published in November 2020

Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling ⬇️

scientific article published in January 2016

Learning a commonsense moral theory

scientific article published on 25 March 2017

Learning a theory of causality ⬇️

scientific article published on January 1, 2011

Learning abstract structure for drawing by efficient motor program induction ⬇️

scientific article published in November 2020

Learning and Long-Term Retention of Large-Scale Artificial Languages ⬇️

scientific article published on January 2, 2013

Learning and using relational theories ⬇️

scientific article published in January 2008

Learning annotated hierarchies from relational data ⬇️

scientific article published in January 2007

Learning overhypotheses with hierarchical Bayesian models

scientific article

Learning physical parameters from dynamic scenes

scientific article published on 10 April 2018

Learning systems of concepts with an infinite relational model

scientific article published in July 2006

Learning the Structure of Similarity ⬇️

scientific article published in January 1996

Learning to Exploit Stability for 3D Scene Parsing ⬇️

Learning to Infer Graphics Programs from Hand-Drawn Images ⬇️

article by Kevin Ellis et al published 2018 in Advances in Neural Information Processing Systems 31

Learning to Learn Causal Models ⬇️

scientific article published on August 23, 2010

Learning to Learn with Compound HD Models ⬇️

scientific article published in January 2011

Learning to Reconstruct Shapes from Unseen Classes ⬇️

Learning to See Physics via Visual De-animation ⬇️

scientific article published in January 2017

Learning to Share and Hide Intentions using Information Regularization ⬇️

Learning with Hierarchical-Deep Models ⬇️

scientific article published on August 1, 2013

Mapping a Manifold of Perceptual Observations ⬇️

MarrNet: 3D Shape Reconstruction via 2.5D Sketches ⬇️

scientific article published in January 2017

Mind Games: Game Engines as an Architecture for Intuitive Physics

scientific article published on 24 June 2017

Modeling Expectation Violation in Intuitive Physics with Coarse Probabilistic Object Representations ⬇️

scientific article published in January 2019

Modeling human performance in statistical word segmentation ⬇️

scientific article published on September 15, 2010

Modelling Relational Data using Bayesian Clustered Tensor Factorization ⬇️

scientific article published in January 2009

Multi-Plane Program Induction with 3D Box Priors ⬇️

scientific article published in November 2020

Multiple timescales and uncertainty in motor adaptation ⬇️

scientific article published in January 2007

Multistability and Perceptual Inference ⬇️

scientific article published on October 24, 2011

Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding ⬇️

Nonparametric Bayesian Policy Priors for Reinforcement Learning ⬇️

scholarly article by Finale Doshi-velez et al published 2010 in Advances in Neural Information Processing Systems 23

Not so innocent: toddlers' inferences about costs and culpability

scientific article

ObjectNet: A large-scale bias-controlled dataset for pushing the limits of object recognition models ⬇️

article by Andrei Barbu et al published 2019 in Advances in Neural Information Processing Systems 32

One and done? Optimal decisions from very few samples

scientific article

One-shot learning by inverting a compositional causal process ⬇️

Online Bayesian Goal Inference for Boundedly Rational Planning Agents ⬇️

Optimal predictions in everyday cognition

scientific article published on September 2006

Parametric Embedding for Class Visualization ⬇️

scientific article published in January 2005

Parametric embedding for class visualization

scientific article published in September 2007

Perceptual Multistability as Markov Chain Monte Carlo Inference ⬇️

scientific article published in January 2009

Predicting the future as Bayesian inference: People combine prior knowledge with observations when estimating duration and extent ⬇️

scientific article published on November 1, 2011

Probabilistic models of cognition: conceptual foundations

scientific article published on 27 June 2006

Probabilistic models of cognition: exploring representations and inductive biases

scientific article

Probabilistic models of cognition: where next?

scientific article published on 16 June 2006

Probing the Compositionality of Intuitive Functions ⬇️

scientific article published in January 2016

Program Synthesis with Pragmatic Communication ⬇️

scientific article published in November 2020

Pure reasoning in 12-month-old infants as probabilistic inference

scientific article

Rational Inference of Beliefs and Desires From Emotional Expressions

scientific article

Relevant and robust: a response to Marcus and Davis (2013).

scientific article published on 5 March 2015

Rules and Similarity in Concept Learning ⬇️

scientific article published in January 2000

Sampling for Bayesian Program Learning ⬇️

scientific article published in January 2016

Self-Supervised Intrinsic Image Decomposition ⬇️

scientific article published in January 2017

Semi-Supervised Learning with Trees ⬇️

scientific article published in January 2004

Sensitivity to sampling in Bayesian word learning

scientific article (publication date: May 2007)

Sensitivity to the Sampling Process Emerges From the Principle of Efficiency

scientific article published on 16 February 2018

Separating Style and Content ⬇️

Shape and Material from Sound ⬇️

scientific article published in January 2017

Simulation as an engine of physical scene understanding

scientific article

Softstar: Heuristic-Guided Probabilistic Inference ⬇️

Spatial Attention and Temporal Expectation Under Timed Uncertainty Predictably Modulate Neuronal Responses in Monkey V1

scientific article

Structure Learning in Human Causal Induction ⬇️

Structure and strength in causal induction

scientific article published on 5 October 2005

Structured statistical models of inductive reasoning

scientific article published in January 2009

Subjective randomness as statistical inference

scientific article published on 7 March 2018

Surprise! Infants consider possible bases of generalization for a single input example

scientific article

Ten-month-old infants infer the value of goals from the costs of actions

scientific article

The Causes and Consequences Explicit in Verbs

scientific article published on January 2015

The Emergence of Organizing Structure in Conceptual Representation

scientific article published on 9 January 2018

The Large‐Scale Structure of Semantic Networks: Statistical Analyses and a Model of Semantic Growth ⬇️

scientific article published on January 2, 2005

The Naïve Utility Calculus: Computational Principles Underlying Commonsense Psychology

scientific article

The discovery of structural form

scholarly article

The dynamics of memory as a consequence of optimal adaptation to a changing body

scientific article published on 13 May 2007

The learnability of abstract syntactic principles ⬇️

scientific article published on December 24, 2010

The logical primitives of thought: Empirical foundations for compositional cognitive models

scientific article published on 14 April 2016

The mentalistic basis of core social cognition: experiments in preverbal infants and a computational model

scientific article

The neural architecture of language: Integrative modeling converges on predictive processing

scientific article

The role of causality in judgment under uncertainty

scientific article published in August 2007

Theory-Based Causal Inference ⬇️

scientific article published in January 2003

Theory-based Bayesian models of inductive learning and reasoning

scientific article published on 22 June 2006

Theory-based causal induction

scientific article published on October 2009

Three ideal observer models for rule learning in simple languages ⬇️

scientific article published on December 4, 2010

Topics in semantic representation

scientific article published on April 2007

Toward the neural implementation of structure learning

scientific article published on 11 February 2016

Unsupervised Learning by Program Synthesis ⬇️

Unsupervised topic modelling for multi-party spoken discourse

scholarly article published 2006

Using Vocabulary Knowledge in Bayesian Multinomial Estimation ⬇️

Using speakers' referential intentions to model early cross-situational word learning

scientific article published on 5 April 2009

V1 neurons signal acquisition of an internal representation of stimulus location

scientific article

Variability, negative evidence, and the acquisition of verb argument constructions

scientific article published on 6 April 2010

Visual Concept-Metaconcept Learning ⬇️

Visual Object Networks: Image Generation with Disentangled 3D Representations ⬇️

Word learning as Bayesian inference

scientific article

Write, Execute, Assess: Program Synthesis with a REPL ⬇️

scientific article published in January 2019

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