3

[arXiv22] PartAfford: Part-level Affordance Discovery from 3D Objects
Understanding what objects could furnish for humans-namely, learning object affordance-is the crux to bridge perception and action. In …
Chao Xu, Yixin Chen, He Wang, Song-Chun Zhu, Yixin Zhu, Siyuan Huang
Mar 1, 2022
PDF Cite Code
[arXiv22] PartAfford: Part-level Affordance Discovery from 3D Objects
[arXiv21] Emergent Graphical Conventions in a Visual Communication Game
Humans communicate with graphical sketches apart from symbolic languages. While recent studies of emergent communication primarily …
Shuwen Qiu, Sirui Xie, Lifeng Fan, Tao Gao, Song-Chun Zhu, Yixin Zhu
Nov 30, 2021
PDF Cite Code Web
[arXiv21] Emergent Graphical Conventions in a Visual Communication Game
[arXiv21] Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
Is intelligence realized by connectionist or classicist? While connectionist approaches have achieved superhuman performance, there has …
Chi Zhang, Sirui Xie, Baoxiong Jia, Ying Nian Wu, Song-Chun Zhu, Yixin Zhu
Nov 30, 2021
PDF Cite Code
[arXiv21] Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
[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
PDF Cite Code Web
[arXiv21] HALMA: Humanlike Abstraction Learning Meets Affordance in Rapid Problem Solving
[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
PDF Cite Code Web
[arXiv21] A HINT from Arithmetic: On Systematic Generalization of Perception, Syntax, and Semantics