Search Results for author: Kārlis Freivalds

Found 4 papers, 3 papers with code

Unsupervised Training for Neural TSP Solver

no code implementations27 Jul 2022 Elīza Gaile, Andis Draguns, Emīls Ozoliņš, Kārlis Freivalds

We use our loss function with a Graph Neural Network and design controlled experiments on both Euclidean and asymmetric TSP.

reinforcement-learning Reinforcement Learning (RL)

Matrix Shuffle-Exchange Networks for Hard 2D Tasks

2 code implementations29 Jun 2020 Emīls Ozoliņš, Kārlis Freivalds, Agris Šostaks

Convolutional neural networks have become the main tools for processing two-dimensional data.

Image Classification Logical Reasoning

Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences

2 code implementations6 Apr 2020 Andis Draguns, Emīls Ozoliņš, Agris Šostaks, Matīss Apinis, Kārlis Freivalds

Attention is a commonly used mechanism in sequence processing, but it is of O(n^2) complexity which prevents its application to long sequences.

LAMBADA Language Modelling +1

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