Yixin Zhu | PKU
Yixin Zhu | PKU
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Generalization
[arXiv21] HALMA: Humanlike Abstraction Learning Meets Affordance in Rapid Problem Solving
Humans learn compositional and causal abstraction, i.e., knowledge, in response to the structure of naturalistic tasks. When presented …
Sirui Xie
,
Xiaojian Ma
,
Peiyu Yu
,
Yixin Zhu
,
Ying Nian Wu
,
Song-Chun Zhu
Aug 15, 2021
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[arXiv21] A HINT from Arithmetic: On Systematic Generalization of Perception, Syntax, and Semantics
Inspired by humans’ remarkable ability to master arithmetic and generalize to unseen problems, we present a new dataset, HINT, to …
Qing Li
,
Siyuan Huang
,
Yining Hong
,
Yixin Zhu
,
Ying Nian Wu
,
Song-Chun Zhu
Aug 15, 2021
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Yuzhe Shi
CoRe, Undergrad@HUST, ‘18
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![[arXiv21] HALMA: Humanlike Abstraction Learning Meets Affordance in Rapid Problem Solving](/preprint/generalization-halma2021arxiv/featured_hu4c2238623bbb7feccf8e0ecbc09c7740_130036_150x0_resize_q75_h2_lanczos.webp)
![[arXiv21] A HINT from Arithmetic: On Systematic Generalization of Perception, Syntax, and Semantics](/preprint/generalization-hint2021arxiv/featured_huf1cd1c1b59220aee6296caa95cb97389_579382_150x0_resize_q75_h2_lanczos.webp)
