Search Results for author: Yao Su

Found 6 papers, 3 papers with code

On the Emergence of Symmetrical Reality

no code implementations26 Jan 2024 Zhenliang Zhang, Zeyu Zhang, Ziyuan Jiao, Yao Su, Hangxin Liu, Wei Wang, Song-Chun Zhu

Artificial intelligence (AI) has revolutionized human cognitive abilities and facilitated the development of new AI entities capable of interacting with humans in both physical and virtual environments.

Mixed Reality

Multi-State Brain Network Discovery

no code implementations4 Nov 2023 Hang Yin, Yao Su, Xinyue Liu, Thomas Hartvigsen, Yanhua Li, Xiangnan Kong

We refer to such brain networks as multi-state, and this mixture can help us understand human behavior.

Learning Concept-Based Causal Transition and Symbolic Reasoning for Visual Planning

no code implementations5 Oct 2023 Yilue Qian, Peiyu Yu, Ying Nian Wu, Yao Su, Wei Wang, Lifeng Fan

In this paper, we propose an interpretable and generalizable visual planning framework consisting of i) a novel Substitution-based Concept Learner (SCL) that abstracts visual inputs into disentangled concept representations, ii) symbol abstraction and reasoning that performs task planning via the self-learned symbols, and iii) a Visual Causal Transition model (ViCT) that grounds visual causal transitions to semantically similar real-world actions.

ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image Registration

1 code implementation6 Dec 2022 Yao Su, Xin Dai, Lifang He, Xiangnan Kong

Recent research on deformable image registration is mainly focused on improving the registration accuracy using multi-stage alignment methods, where the source image is repeatedly deformed in stages by a same neural network until it is well-aligned with the target image.

Deformable Medical Image Registration Image Registration +1

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