2020.6.1 AI papers

 

05-26-2020

Synthetic Petri Dish: A Novel Surrogate Model for Rapid Architecture Search
by Aditya Rawal et al

05-27-2020

MOPO: Model-based Offline Policy Optimization
by Tianhe Yu et al

05-29-2020

AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments
by Lucia Schuler et al

05-27-2020

Parameter Sharing is Surprisingly Useful for Multi-Agent Deep Reinforcement Learning
by Justin K Terry et al

05-26-2020

Capturing Local and Global Patterns in Procedural Content Generation via Machine Learning
by Vanessa Volz et al

05-26-2020

Efficient Pig Counting in Crowds with Keypoints Tracking and Spatial-aware Temporal Response Filtering
by Guang Chen et al

05-26-2020

Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems
by Behnam Hedayatnia et al

05-26-2020

On the Causes and Consequences of Deviations from Rational Behavior
by Dainis Zegners et al

05-29-2020

A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers
by Kevin Fauvel et al

05-28-2020

Domain Knowledge Integration By Gradient Matching For Sample-Efficient Reinforcement Learning
by Parth Chadha

05-26-2020

Active Imitation Learning with Noisy Guidance
by Kianté Brantley et al

05-26-2020

Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport
by Kyle Swanson et al

05-26-2020

Modeling Penetration Testing with Reinforcement Learning Using Capture-the-Flag Challenges and Tabular Q-Learning
by Fabio Massimo Zennaro et al

05-27-2020

Breimans Two Cultures Revisited and Reconciled
by Subhadeep et al

05-27-2020

AI Forensics: Did the Artificial Intelligence System Do It? Why?
by Johannes Schneider et al

05-28-2020

Deep Reinforcement learning for real autonomous mobile robot navigation in indoor environments
by Hartmut Surmann et al

05-26-2020

Examining Racial Bias in an Online Abuse Corpus with Structural Topic Modeling
by Thomas Davidson et al

05-27-2020

Chat as Expected: Learning to Manipulate Black-box Neural Dialogue Models
by Haochen Liu et al

05-27-2020

CausaLM: Causal Model Explanation Through Counterfactual Language Models
by Amir Feder et al

05-26-2020

Active Measure Reinforcement Learning for Observation Cost Minimization
by Colin Bellinger et al

05-27-2020

The First Shared Task on Discourse Representation Structure Parsing
by Lasha Abzianidze et al

05-28-2020

Parallelizing Machine Learning as a Service for the End-User
by Daniela Loreti et al

05-27-2020

The Adversarial Resilience Learning Architecture for AI-based Modelling, Exploration, and Operation of Complex Cyber-Physical Systems
by Eric MSP Veith et al

05-27-2020

ProTuner: Tuning Programs with Monte Carlo Tree Search
by Ameer Haj-Ali et al

05-29-2020

Noise-robust Named Entity Understanding for Virtual Assistants
by Deepak Muralidharan et al

05-26-2020

Instance Explainable Temporal Network For Multivariate Timeseries
by Naveen Madiraju et al

05-26-2020

Robust Trajectory Forecasting for Multiple Intelligent Agents in Dynamic Scene
by Yanliang Zhu et al

05-27-2020

Accelerating Neural Network Inference by Overflow Aware Quantization
by Hongwei Xie et al

05-29-2020

Exploring Spatial Significance via Hybrid Pyramidal Graph Network for Vehicle Re-identification
by Fei Shen et al

05-29-2020

Semi-supervised Embedding Learning for High-dimensional Bayesian Optimization
by Jingfan Chen et al

05-26-2020

Embedding Vector Differences Can Be Aligned With Uncertain Intensional Logic Differences
by Ben Goertzel et al

05-26-2020

PAI-Conv: Permutable Anisotropic Convolutional Networks for Learning on Point Clouds
by Zhongpai Gao et al

05-27-2020

Who is this Explanation for? Human Intelligence and Knowledge Graphs for eXplainable AI
by Irene Celino

05-27-2020

From Prediction to Prescription: AI-Based Optimization of Non-Pharmaceutical Interventions for the COVID-19 Pandemic
by Risto Miikkulainen et al

05-29-2020

SLAM-Inspired Simultaneous Contextualization and Interpreting for Incremental Conversation Sentences
by Yusuke Takimoto et al

05-27-2020

SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure
by Koorosh Aslansefat et al

05-27-2020

Catching Attention with Automatic Pull Quote Selection
by Tanner Bohn et al

05-26-2020

A comparison of Vietnamese Statistical Parametric Speech Synthesis Systems
by Huy Kinh Phan et al

05-26-2020

Guiding Symbolic Natural Language Grammar Induction via Transformer-Based Sequence Probabilities
by Ben Goertzel et al

05-28-2020

Intelligent Residential Energy Management System using Deep Reinforcement Learning
by Alwyn Mathew et al

05-28-2020

Empathic AI Painter: A Computational Creativity System with Embodied Conversational Interaction
by Ozge Nilay Yalcin et al

05-27-2020

Beware the evolving intelligent web service! An integration architecture tactic to guard AI-first components
by Alex Cummaudo et al

05-27-2020

Neural heuristics for SAT solving
by Sebastian Jaszczur et al

05-26-2020

Is your chatbot GDPR compliant? Open issues in agent design
by Rahime Belen Saglam et al

05-27-2020

Improving Automated Driving through Planning with Human Internal States
by Zachary Sunberg et al

05-27-2020

Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing
by Ruisheng Cao et al

05-26-2020

Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints
by Shushman Choudhury et al

05-29-2020

First Neural Conjecturing Datasets and Experiments
by Josef Urban et al

05-28-2020

Dynamic Bi-Objective Routing of Multiple Vehicles
by Jakob Bossek et al

05-28-2020

Unlucky Explorer: A Complete non-Overlapping Map Exploration
by Mohammad Sina Kiarostami et al

05-26-2020

Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI)
by Mark T. Keane et al

05-26-2020

Predictive Modeling of Periodic Behavior for Human-Robot Symbiotic Walking
by Geoffrey Clark et al

05-26-2020

Learning LWF Chain Graphs: an Order Independent Algorithm
by Mohammad Ali Javidian et al

05-28-2020

What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP
by Oskar Wysocki et al

05-27-2020

An Exploratory Study of Hierarchical Fuzzy Systems Approach in Recommendation System
by Tajul Rosli Razak et al

05-26-2020

Efficient Use of heuristics for accelerating XCS-based Policy Learning in Markov Games
by Hao Chen et al

05-29-2020

Bayesian network structure learning with causal effects in the presence of latent variables
by Kiattikun Chobtham et al

05-27-2020

Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection
by Jakob Bossek et al

05-26-2020

Rethinking Dialogue State Tracking with Reasoning
by Lizi Liao et al

05-27-2020

Goal-Directed Planning for Habituated Agents by Active Inference Using a Variational Recurrent Neural Network
by Takazumi Matsumoto et al

05-28-2020

Algorithm Selection Framework for Cyber Attack Detection
by Marc Chalé et al

05-27-2020

Fast and Effective Robustness Certification for Recurrent Neural Networks
by Wonryong Ryou et al

05-26-2020

BHN: A Brain-like Heterogeneous Network
by Tao Liu

05-26-2020

Nonmonotonic Inferences with Qualitative Conditionals based on Preferred Structures on Worlds
by Christian Komo et al

05-28-2020

Improving Community Resiliency and Emergency Response With Artificial Intelligence
by Ben Ortiz et al

05-27-2020

BRENDA: Browser Extension for Fake News Detection
by Bjarte Botnevik et al

 
Craig Smith