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Found 7 papers, 0 papers with code
Deep Distance Sensitivity Oracles
More specifically, we utilize the combinatorial structure of replacement paths as a concatenation of shortest paths and use deep learning to find the pivot nodes for stitching shortest paths into replacement paths.
Referring Expressions with Rational Speech Act Framework: A Probabilistic Approach
This paper focuses on a referring expression generation (REG) task in which the aim is to pick out an object in a complex visual scene.
Dreaming with ARC
We argue that this can be achieved by a modular system –– one that can adapt to solving different problems by changing only the modules chosen and the order in which those modules are applied to the problem.
A Study of Pyramid Structure for Code Correction
We demonstrate the implementations of pyramid encoders in both multi-layer GRU and Transformer for seq2seq tasks.
Software Engineering
NodeDrop: A Condition for Reducing Network Size without Effect on Output
Determining an appropriate number of features for each layer in a neural network is an important and difficult task.
Topological and Statistical Behavior Classifiers for Tracking Applications
We introduce the first unified theory for target tracking using Multiple Hypothesis Tracking, Topological Data Analysis, and machine learning.
