AGI & CoCoSci
837 items from yuzheshi/awesome-agi-cocosci ★398
-
pytorch-grad-cam github.com
2021. Class Activation Map methods implemented in Pytorch, with many elegant features.
-
Generative Modeling Explained github.com
Statistical Machine Learning Tutorials, 2022. This tutorial on generative modeling is in part of Statistical Machine Learning Tutorial by Ying Nian Wu at UCLA Statistics. The tutorial goes over the key equations and algorithms for learning recent generative models, including…
-
Intuitive Physics Reading List github.com
GitHub. A reading list on intuitive physics, maintained actively by Shiqian Li.
-
Domain-Specific Languages martinfowler.com
Pearson Education, 2010. [All Versions]. [Domain-Specific Languages Guide]. When carefully selected and used, Domain-Specific Languages (DSLs) may simplify complex code, promote effective communication with customers, improve productivity, and unclog development bottlenecks. In…
-
Mental Representations: A Dual Coding Approach zh.pb1lib.org
Oxford University Press, 1990. [All Versions]. The original book on dual coding theory, in the neuroscience account of mental representation.
-
Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition yzhu.io
CVPR'15, 2015. [All Versions]. [Project]. The original paper introducing affordance and physically-grounded tool use into computer vision.
-
A Tutorial on Energy-Based Learning yann.lecun.com
Predicting Structured Data, MIT Press, 2006. [All Versiosn]. Yann LeCun's tutorial on energy-based learning.
-
The structure of scientific revolutions www-inst.eecs.berkeley.edu
University of Chicago Press: Chicago, 1970. [All Versions]. Thomas Kuhn's original book on the emergence and the shift of scientific paradigms.
-
A Theoretical Computer Science Perspective on Consciousness worldscientific.com
Journal of Artificial Intelligence and Consciousness, 2020. [All Versions].
-
wikiHow wikihow.com
wikiHow.com. wikiHow is on website hosting step-by-step "How-to" procedural instructions across various domains and topics.
-
Evolutionary trade-offs, Pareto optimality, and the geometry of phenotype space websites.umich.edu
Science, 2012. [All Versions]. A classic paper correlating biological trade-offs with the evolution of pareto optimality.
-
-
Visual Search at Pinterest web.archive.org
KDD'15, 2015. [All Versions]. Large scale user study in the development of the recommendations system by Pinterest.
-
Leveraging Language for Abstraction and Program Search vigilworkshop.github.io
ICML'20, 2020. [All Versions].
-
Vision: A Computational Investigation into the Human Representation and Processing of Visual Information usa1lib.org
MIT Press, 1982. [All Versions]. David Marr's original book on the levels of analysis.
-
Adventures in Flatland: Perceiving Social Interactions Under Physical Dynamics tshu.io
CogSci'20, 2020. [All Versions].
-
Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding transacl.org
Transactions of the Association for Computational Linguistics, 2017. [All Versions].
-
A Translation Approach to Portable Ontology Specifications tomgruber.org
Knowledge Acquisition, 1993. [All Versions].
-
The complete guide to (external) Domain Specific Languages tomassetti.me
. An introduction to Domain Specific Languages (DSL) based on 19 DSL cases.
-
The World Avatar theworldavatar.io
The World Avatar™. A large-scale dynamic knowledge graph connecting concepts with relations to digitalize molecules, buildings, cities, and countries.
-
A Study of Thinking taylorfrancis.com
Routledge, 1956. [All Versions]. This book is a pioneering account of how human beings achieve a measure of rationality in spite of the constraints imposed by time and ignorance.
-
Bayesian Data Analysis taylorfrancis.com
Chapman and Hall/CRC, 1995. [All Versions]. Don Rubin's introductory book on Bayesian models.
-
Explanation, updating, and accuracy tandfonline.com
Journal of Cognitive Psychology, 2016. [All Versions]. There is evidence that people update their credences partly on the basis of explanatory considerations. Philosophers have recently argued that to minimise the inaccuracy of their credences, people's updates also ought to be…
-
The order effect in human abductive reasoning: an empirical and computational study tandfonline.com
Journal of Experimental & Theoretical Artificial Intelligence, 2006. [All Versions].
-
Parameter Expansion for Data Augmentation tandfonline.com
Journal of the American Statistical Association, 1999. [All Versions]. [Preprint]. Viewing the observed data of a statistical model as incomplete and augmenting its missing parts are useful for clarifying concepts and central to the invention of two well-known statistical…
-
Image complexity and spatial information stefan.winklerbros.net
International Workshop on Quality of Multimedia Experience, 2013. [All Versions].
-
Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others static1.squarespace.com
NeurIPS'21, 2021. [All Versions].
-
Representation Learning: A Statistical Perspective stat.ucla.edu
Annual Review of Statistics and Its Application, 2020. [All Versions]. Song-Chun Zhu and Ying Nian Wu's review on representation learning, in an account of statistics.
-
How Immersive Is Enough? A Meta-Analysis of the Effect of Immersive Technology on User Presence stanfordvr.com
Media Psychology, 2016. [All Versions]. A meta-analysis on the extent to which technologies need to be immersive in order to generate a sense of presence.
-
Virtual reality: A survival guide for the social scientist stanfordvr.com
Journal of Media Psychology, 2009. [All Versions].
- next page of items loading…
