Search Results for author: Yiming He

Found 4 papers, 2 papers with code

FGeo-DRL: Deductive Reasoning for Geometric Problems through Deep Reinforcement Learning

1 code implementation14 Feb 2024 Jia Zou, Xiaokai Zhang, Yiming He, Na Zhu, Tuo Leng

We built a neural-symbolic system, called FGeoDRL, to automatically perform human-like geometric deductive reasoning.

Language Modelling reinforcement-learning

FGeo-TP: A Language Model-Enhanced Solver for Geometry Problems

no code implementations14 Feb 2024 Yiming He, Jia Zou, Xiaokai Zhang, Na Zhu, Tuo Leng

The application of contemporary artificial intelligence techniques to address geometric problems and automated deductive proof has always been a grand challenge to the interdiscipline field of mathematics and artificial Intelligence.

Language Modelling

3D Hand Pose Estimation via Regularized Graph Representation Learning

no code implementations4 Dec 2019 Yiming He, Wei Hu

To this end, we propose a regularized graph representation learning under a conditional adversarial learning framework for 3D hand pose estimation, aiming to capture structural inter-dependencies of hand joints.

3D Hand Pose Estimation Graph Representation Learning +1

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