Attention for inference compilation

Attention for inference compilation

We present a neural network architecture for automatic amortized inference in universal probabilistic programs which improves on the performance of current architectures. Our approach extends inference compilation (IC), a technique which uses deep neural networks to approximate a posterior distribut...

書誌詳細
主要な著者:	Harvey, W, Munk, A, Baydin, AG, Bergholm, A, Wood, F
フォーマット:	Conference item
言語:	English
出版事項:	SciTePress 2022

類似資料

Inference compilation and universal probabilistic programming
著者:: Le, T, 等
出版事項: (2017)

Efficient probabilistic inference in the quest for physics beyond the standard model
著者:: Baydin, AG, 等
出版事項: (2019)

ToolPhet: Inference of Compiler Provenance From Stripped Binaries With Emerging Compilation Toolchains
著者:: Hohyeon Jang, 等
出版事項: (2024-01-01)

Quantitative Inference in a Mechanical Design Compiler
著者:: Ward, Allen C., 等
出版事項: (2004)

A Theory of Quantitative Inference Applied to a Mechanical Design Compiler
著者:: Ward, Allen C.
出版事項: (2004)

Investigating attentional control sets: evidence for the compilation of multi-feature control sets
著者:: Merz, S, 等
出版事項: (2022)

A theory of quantitative inference for artifact sets, applied to a mechanical design compiler
著者:: Ward, Allen Corlies
出版事項: (2005)

Compiler techniques /
著者:: Pollack, Bary W.
出版事項: (1972)

A compiler compiler and methodology for problem oriented language compiler implementors /
著者:: 459855 Evans, R. V., 等

Compiling with continuations /
著者:: 187117 Appel, Andrew W.
出版事項: (2006)

Integration of PLC compiler with basic compiler /
著者:: 426376 Mohd. Shahrul Ahmad Sabri, 等
出版事項: (2007)

Attention as a Bayesian inference process
著者:: Chikkerur, Sharat, 等
出版事項: (2012)

Compiling ESTEREL /
著者:: 301980 Potop-Butucaru, Dumitru, 等
出版事項: (2007)

Compilation and network analyses of cambrian food webs.
著者:: Jennifer A Dunne, 等
出版事項: (2008-04-01)

Integration of PLC compiler with basic compiler [electronic resource] /
著者:: 426376 Mohd. Shahrul Ahmad Sabri, 等
出版事項: (2007)

The anatomy of a compiler /
著者:: 183953 Lee, John A. N.
出版事項: (1974)

A compiler generator /
著者:: McKeeman, W. M. (William Marshall), 等
出版事項: (1970)

Recursive descent compiling /
著者:: Davie, A. J. T. (Antony J. T.), 1939-, 等
出版事項: (1981)

Adaptive neural compilation
著者:: Bunel, R, 等
出版事項: (2016)

Role of Speaker Cues in Attention Inference
著者:: Lee, Jin Joo, 等
出版事項: (2018)

Compilation Strategies
著者:: Daniel Mahoney, 等
出版事項: (2022-01-01)

Credible Compilation *
著者:: Rinard, Martin C.
出版事項: (2003)

Credible Compilers
著者:: Rinard, Martin C.
出版事項: (2023)

Credible compilation
著者:: Marinov, Darko, 1976-
出版事項: (2014)

Collaborative compilation
著者:: Wagner, Benjamin R
出版事項: (2007)

Compiling [filem]
著者:: Open University. An Algorithmic Approach to Computing Course Team
出版事項: (1973)

Compilation [filem]
著者:: Open University. An Algorithmic Approach to Computing Course Team
出版事項: (1973)

Compilation [kesetvideo]
著者:: Open University. An Algorithmic Approach to Computing Course Team
出版事項: (1973)

Compiling [kasetvideo]
著者:: Open University. An Algorithmic Approach to Computing Course Team
出版事項: (1973)

Strings; compiling
著者:: Open University. Algorithmic Approach to Computing Course Team
出版事項: (1973)

Silicon compilation/
著者:: Gajski, Daniel D.
出版事項: (1988)

Compiler design /
著者:: 371601 Wilhelm, Reinhard, 等
出版事項: (1995)

Compiler construction /
著者:: 172147 Waite, William M., 等
出版事項: (1984)

BASIC compiler /
著者:: Microsoft Corporation
出版事項: (1982)

Modern compiler implementation in Java /
著者:: Appel, Andrew W., 1960-, 等
出版事項: (2002)

Compiler construction : an advanced course /
著者:: 449444 Bauer, F. L., 等
出版事項: (1976)

Description of the approach to development of the obfuscating compiler
著者:: Sh. F. Kurmangaleev, 等
出版事項: (2018-10-01)

Compiler 2.0: Using Machine Learning to Modernize Compiler Technology
著者:: Amarasinghe, Saman
出版事項: (2022)

ALGOL 60 compilation and assessment /
著者:: 280771 Wichmann, Brian A.
出版事項: (1973)

Compilation of mass spectral data /
著者:: 245228 Cornu, A., 等
出版事項: (1966)