Week ending 10.29.18 Papers published in Arxiv's "Computer Science - Artificial Intelligence" category

10/26/18

Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package

by Ajay Patel et al

10/26/18

Integrating Transformer and Paraphrase Rules for Sentence Simplification

by Sanqiang Zhao et al

10/23/18

Design Challenges of Multi-UAV Systems in Cyber-Physical Applications: A Comprehensive Survey, and Future Directions

by Reza Shakeri et al

10/23/18

FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation

by Xu Han et al

10/25/18

One-Shot Hierarchical Imitation Learning of Compound Visuomotor Tasks

by Tianhe Yu et al

10/23/18

Hierarchical Approaches for Reinforcement Learning in Parameterized Action Space

by Ermo Wei et al

10/24/18

Multi-Head Attention with Disagreement Regularization

by Jian Li et al

10/23/18

Automated Reasoning in Normative Detachment Structures with Ideal Conditions

by Tomer Libal et al

10/24/18

Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search

by Zhuwen Li et al

10/23/18

Stochastic Substitute Training: A Gray-box Approach to Craft Adversarial Examples Against Gradient Obfuscation Defenses

by Mohammad Hashemi et al

10/26/18

Interruptible Algorithms for Multiproblem Solving

by Spyros Angelopoulos et al

10/23/18

Comparative Evaluation of Tree-Based Ensemble Algorithms for Short-Term Travel Time Prediction

by Saleh Mousa et al

10/23/18

A predictive processing model of perception and action for self-other distinction

by Sebastian Kahl et al

10/25/18

Neural Modular Control for Embodied Question Answering

by Abhishek Das et al

10/26/18

TarMAC: Targeted Multi-Agent Communication

by Abhishek Das et al

10/23/18

Learning Classical Planning Strategies with Policy Gradient

by Pawel Gomoluch et al

10/23/18

PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution

by Hong Chen et al

10/25/18

Generalised framework for multi-criteria method selection

by Jarosław Wątróbski et al

10/25/18

Learning sparse relational transition models

by Victoria Xia et al

10/23/18

Data-driven Blockbuster Planning on Online Movie Knowledge Library

by Ye Liu et al

10/23/18

LoGAN: Generating Logos with a Generative Adversarial Neural Network Conditioned on color

by Ajkel Mino et al

10/23/18

Automatic Identification of Indicators of Compromise using Neural-Based Sequence Labelling

by Shengping Zhou et al

10/24/18

Exploiting Deep Representations for Neural Machine Translation

by Zi-Yi Dou et al

10/24/18

Modeling Localness for Self-Attention Networks

by Baosong Yang et al

10/23/18

Stepwise Acquisition of Dialogue Act Through Human-Robot Interaction

by Akane Matsushima et al

10/25/18

Differential Variable Speed Limits Control for Freeway Recurrent Bottlenecks via Deep Reinforcement learning

by Yuankai Wu et al

10/24/18

Coarse-to-fine volumetric segmentation of teeth in Cone-Beam CT

by Matvey Ezhov et al

10/24/18

Multimodal Polynomial Fusion for Detecting Driver Distraction

by Yulun Du et al

10/24/18

Scalable Gaussian Processes on Discrete Domains

by Vincent Fortuin et al

10/24/18

Effective extractive summarization using frequency-filtered entity relationship graphs

by Archit Sakhadeo et al

10/25/18

Tackling Sequence to Sequence Mapping Problems with Neural Networks

by Lei Yu

10/24/18

Engaging Image Captioning Via Personality

by Kurt Shuster et al

10/23/18

Deep Neural Network inference with reduced word length

by Lukas Mauch et al

10/24/18

Sample-Efficient Learning of Nonprehensile Manipulation Policies via Physics-Based Informed State Distributions

by Lerrel Pinto et al

10/24/18

Inverse reinforcement learning for video games

by Aaron Tucker et al

10/26/18

From the EM Algorithm to the CM-EM Algorithm for Global Convergence of Mixture Models

by Chenguang Lu

10/23/18

Area Attention

by Yang Li et al

10/26/18

Deep Intrinsically Motivated Continuous Actor-Critic for Efficient Robotic Visuomotor Skill Learning

by Muhammad Burhan Hafez et al

10/23/18

Learning Representations in Model-Free Hierarchical Reinforcement Learning

by Jacob Rafati et al

10/25/18

Mimetic vs Anchored Value Alignment in Artificial Intelligence

by Tae Wan Kim et al

10/24/18

Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Tasks

by Michelle A. Lee et al

10/25/18

Short utterance compensation in speaker verification via cosine-based teacher-student learning of speaker embeddings

by Jee-weon Jung et al

10/24/18

Sleep-like slow oscillations induce hierarchical memory association and synaptic homeostasis in thalamo-cortical simulations

by Cristiano Capone et al

10/24/18

Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing

by Yadollah Yaghoobzadeh et al

10/23/18

Finding Appropriate Traffic Regulations via Graph Convolutional Networks

by Tomoharu Iwata et al

10/24/18

Multistep Speed Prediction on Traffic Networks: A Graph Convolutional Sequence-to-Sequence Learning Approach with Attention Mechanism

by Zhengchao Zhang et al

10/23/18

A mathematical theory of semantic development in deep neural networks

by Andrew M. Saxe et al

10/26/18

Finding dissimilar explanations in Bayesian networks: Complexity results

by Johan Kwisthout

10/24/18

Solving Poissons Equation using Deep Learning in Particle Simulation of PN Junction

by Zhongyang Zhang et al

10/23/18

Aint Nobody Got Time For Coding: Structure-Aware Program Synthesis From Natural Language

by Jakub Bednarek et al

Craig Smith