Search Results for author:
Found 6 papers, 5 papers with code
Parsing Line Segments of Floor Plan Images Using Graph Neural Networks
The label corresponding to each picture contains the scale information, the categories and outlines of rooms, and the endpoint positions of line segments such as doors, windows, and walls.
AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation
In our evaluations, the method outperforms all the state-of-the-art image retrieval algorithms on some out-of-domain image datasets.
Image Generation With Neural Cellular Automatas
In this paper, we propose a novel approach to generate images (or other artworks) by using neural cellular automatas (NCAs).
Predicting Geographic Information with Neural Cellular Automata
This paper presents a novel framework using neural cellular automata (NCA) to regenerate and predict geographic information.
Dynamic Partial Removal: A Neural Network Heuristic for Large Neighborhood Search
LNS consists of a destroy operator and a repair operator that specify a way to carry out the neighborhood search to solve the Combinatorial Optimization problems.
Learn to Design the Heuristics for Vehicle Routing Problem
This paper presents an approach to learn the local-search heuristics that iteratively improves the solution of Vehicle Routing Problem (VRP).
