Search Results for author: Dieqiao Feng

Found 4 papers, 1 papers with code

A Novel Automated Curriculum Strategy to Solve Hard Sokoban Planning Instances

no code implementations NeurIPS 2020 Dieqiao Feng, Carla P. Gomes, Bart Selman

In particular, as the size of the instance pool increases, the ``hardness gap'' decreases, which facilitates a smoother automated curriculum based learning process.

Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning

no code implementations4 Jun 2020 Dieqiao Feng, Carla P. Gomes, Bart Selman

Despite significant progress in general AI planning, certain domains remain out of reach of current AI planning systems.

GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data

2 code implementations14 May 2017 Shuchang Zhou, Taihong Xiao, Yi Yang, Dieqiao Feng, Qinyao He, Weiran He

In this work, we propose a model that can learn object transfiguration from two unpaired sets of images: one set containing images that "have" that kind of object, and the other set being the opposite, with the mild constraint that the objects be located approximately at the same place.

Conditional Image Generation

Training Bit Fully Convolutional Network for Fast Semantic Segmentation

no code implementations1 Dec 2016 He Wen, Shuchang Zhou, Zhe Liang, Yuxiang Zhang, Dieqiao Feng, Xinyu Zhou, Cong Yao

Fully convolutional neural networks give accurate, per-pixel prediction for input images and have applications like semantic segmentation.

Semantic Segmentation

Cannot find the paper you are looking for? You can Submit a new open access paper.