categorization

Toward human-like object naming in artificial neural systems

Tiwalayo Eisape, Roger Levy, Joshua Tenenbaum, Noga Zaslavsky
2020 BAICS @ ICLR
PDF Video ICLR Workshop

Semantic categories of artifacts and animals reflect efficient coding

Noga Zaslavsky, Terry Regier, Naftali Tishby, Charles Kemp
2019 CogSci
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Communicative need in color naming

Noga Zaslavsky, Charles Kemp, Naftali Tishby, Terry Regier
2019 CNP
PDF DOI

Color naming reflects both perceptual structure and communicative need

Noga Zaslavsky, Charles Kemp, Naftali Tishby, Terry Regier
2019 topiCS
PDF DOI

Efficient compression in color naming and its evolution

ELSC Prize for Outstanding Publication
Noga Zaslavsky, Charles Kemp, Terry Regier, Naftali Tishby
2018 PNAS
PDF Code DOI SI Movie 1 Movie 2

Efficient human-like semantic representations via the Information Bottleneck principle

Noga Zaslavsky, Charles Kemp, Terry Regier, Naftali Tishby
2017 CIAI @ NeurIPS
PDF NeurIPS Workshop