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Articles by
Kevin Ellis
VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning
4 days ago by
Yichao Liang
and
others
Artificial Intelligence
,
Computer Vision and Pattern Recognition
Code Repair with LLMs gives an Exploration-Exploitation Tradeoff
5 days ago by
Hao Tang
and
others
Software Engineering
,
Artificial Intelligence
Active Preference Inference using Language Models and Probabilistic Reasoning
26 June 2024 by
Wasu Top Piriyakulkij
and
others
at
Cornell University
Computation and Language
,
Artificial Intelligence
Is Programming by Example solved by LLMs?
13 June 2024 by
Wen-Ding Li
and
Kevin Ellis
Computation and Language
,
Artificial Intelligence
Doing Experiments and Revising Rules with Natural Language and Probabilistic Reasoning
30 April 2024 by
Wasu Piriyakulkij
and
Kevin Ellis
at
Cornell University
Artificial Intelligence
,
Computation and Language
Rapid Motor Adaptation for Robotic Manipulator Arms
29 March 2024 by
Yichao Liang
and
others
Robotics
,
Artificial Intelligence
WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment
19 February 2024 by
Hao Tang
and
others
at
Cornell University
Artificial Intelligence
,
Computation and Language
LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas
28 October 2023 by
Kensen Shi
and
others
Machine Learning
,
Programming Languages
Toward Trustworthy Neural Program Synthesis
9 October 2023 by
Darren Key
and
others
Software Engineering
,
Artificial Intelligence
Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language
29 September 2023 by
Kevin Ellis
at
Cornell University
Computation and Language
,
Artificial Intelligence
From Perception to Programs: Regularize, Overparameterize, and Amortize
31 May 2023 by
Hao Tang
and
Kevin Ellis
Artificial Intelligence
Discovering Quantum Circuit Components with Program Synthesis
2 May 2023 by
Leopoldo Sarra
and
others
Quantum Physics
Differential Expression Enrichment Tool (DEET): an interactive atlas of human differential gene expression
23 January 2023 by
D. Sokolowski
and
others
at
Hospital for Sick Children
Bioinformatics
Top-Down Synthesis for Library Learning
15 January 2023 by
Matthew Bowers
and
others
Programming Languages
,
Artificial Intelligence
Assessing the utility of marine filter feeders for environmental DNA (eDNA) biodiversity monitoring
4 January 2023 by
G. -J. Jeunen
and
others
at
University of Otago
Molecular Biology
Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface
21 April 2022 by
Tuan Anh Le
and
others
Computer Vision and Pattern Recognition
,
Artificial Intelligence
Leveraging Language to Learn Program Abstractions and Search Heuristics
18 April 2022 by
Catherine Wong
and
others
Machine Learning
,
Artificial Intelligence
Efficient Pragmatic Program Synthesis with Informative Specifications
5 April 2022 by
Saujas Vaduguru
and
others
Artificial Intelligence
CrossBeam: Learning to Search in Bottom-Up Program Synthesis
20 March 2022 by
Kensen Shi
and
others
Machine Learning
,
Programming Languages
Scaling Neural Program Synthesis with Distribution-based Search
24 October 2021 by
Nathanaël Fijalkow
and
others
Machine Learning
,
Artificial Intelligence
Program Synthesis with Pragmatic Communication
20 October 2020 by
Yewen Pu
and
others
Artificial Intelligence
,
Software Engineering
Learning abstract structure for drawing by efficient motor program induction
8 August 2020 by
Lucas Tian
and
others
Artificial Intelligence
,
Machine Learning
DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning
15 June 2020 by
Kevin Ellis
and
others
Artificial Intelligence
,
Machine Learning
The making of an olfactory specialist
4 March 2020 by
T. Auer
and
others
at
University of Lausanne
Neuroscience
Perceived threat bias and reduced hippocampal volume in combat veterans
17 October 2019 by
D. Grupe
and
others
at
University of Wisconsin-Madison
Neuroscience
Write, Execute, Assess: Program Synthesis with a REPL
9 June 2019 by
Kevin Ellis
and
others
Programming Languages
,
Artificial Intelligence
Learning to Infer and Execute 3D Shape Programs
2 May 2019 by
Yonglong Tian
and
others
Computer Vision and Pattern Recognition
,
Artificial Intelligence
Learning to Infer Graphics Programs from Hand-Drawn Images
1 August 2017 by
Kevin Ellis
and
others
Artificial Intelligence
Handbook of LHC Higgs Cross Sections: 4. Deciphering the Nature of the Higgs Sector
15 May 2017 by
D. Florian
and
others
High Energy Physics
Snowmass 2013 Top quark working group report
8 November 2013 by
K. Agashe
and
others
High Energy Physics
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