2020.11.23 AI papers

 

11-18-2020

FROST: Faster and more Robust One-shot Semi-supervised Training
by Helena E. Liu et al

11-17-2020

Design Space for Graph Neural Networks
by Jiaxuan You et al

11-17-2020

Avoiding Tampering Incentives in Deep RL via Decoupled Approval
by Jonathan Uesato et al

11-18-2020

Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation
by Soopil Kim et al

11-17-2020

REALab: An Embedded Perspective on Tampering
by Ramana Kumar et al

11-19-2020

Creative Sketch Generation
by Songwei Ge et al

11-18-2020

Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP
by John Chen et al

11-17-2020

C-Learning: Learning to Achieve Goals via Recursive Classification
by Benjamin Eysenbach et al

11-18-2020

Inspecting state of the art performance and NLP metrics in image-based medical report generation
by Pablo Pino et al

11-18-2020

A Theoretical Computer Science Perspective on Consciousness
by Manuel Blum et al

11-18-2020

Using Unity to Help Solve Intelligence
by Tom Ward et al

11-18-2020

Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language
by Hassan Akbari et al

11-18-2020

A Sequence-to-Sequence Approach to Dialogue State Tracking
by Yue Feng et al

11-17-2020

Explaining Conditions for Reinforcement Learning Behaviors from Real and Imagined Data
by Aastha Acharya et al

11-19-2020

Using Text to Teach Image Retrieval
by Haoyu Dong et al

11-18-2020

Game Plan: What AI can do for Football, and What Football can do for AI
by Karl Tuyls et al

11-17-2020

Deep Reinforcement Learning for Stochastic Computation Offloading in Digital Twin Networks
by Yueyue Dai et al

11-19-2020

Dense Label Encoding for Boundary Discontinuity Free Rotation Detection
by Xue Yang et al

11-17-2020

EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Neuroevolution
by William McNally et al

11-18-2020

Inverse Reinforcement Learning via Matching of Optimality Profiles
by Luis Haug et al

11-18-2020

Indoor Point-to-Point Navigation with Deep Reinforcement Learning and Ultra-wideband
by Enrico Sutera et al

11-18-2020

Extracting and Learning Fine-Grained Labels from Chest Radiographs
by Tanveer Syeda-Mahmood et al

11-17-2020

Impact of Accuracy on Model Interpretations
by Brian Liu et al

11-17-2020

Efficient Exploration of Reward Functions in Inverse Reinforcement Learning via Bayesian Optimization
by Sreejith Balakrishnan et al

11-18-2020

Introduction to Core-sets: an Updated Survey
by Dan Feldman

11-18-2020

A Cognitive Approach based on the Actionable Knowledge Graph for supporting Maintenance Operations
by Giuseppe Fenza et al

11-19-2020

GL-Coarsener: A Graph representation learning framework to construct coarse grid hierarchy for AMG solvers
by Reza Namazi et al

11-17-2020

Self-supervised Document Clustering Based on BERT with Data Augment
by Haoxiang Shi et al

11-19-2020

DeepRepair: Style-Guided Repairing for DNNs in the Real-world Operational Environment
by Bing Yu et al

11-17-2020

Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response
by Firoj Alam et al

11-17-2020

Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text Classifier
by Bimal Bhattarai et al

11-19-2020

Lifelong Knowledge Learning in Rule-based Dialogue Systems
by Bing Liu et al

11-17-2020

DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place Recognition
by Marvin Chancán et al

11-17-2020

AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries
by Qianjiang Hu et al

11-18-2020

Assessment of System-Level Cyber Attack Vulnerability for Connected and Autonomous Vehicles Using Bayesian Networks
by Gurcan Comert et al

11-18-2020

Adversarial Turing Patterns from Cellular Automata
by Nurislam Tursynbek et al

11-18-2020

Node Similarity Preserving Graph Convolutional Networks
by Wei Jin et al

11-18-2020

Language Acquisition Environment for Human-Level Artificial Intelligence
by Deokgun Park

11-19-2020

Adversarial Examples for kk-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams
by Chawin Sitawarin et al

11-18-2020

Do Fine-tuned Commonsense Language Models Really Generalize?
by Mayank Kejriwal et al

11-17-2020

KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System
by Hongru Wang et al

11-18-2020

Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes
by Feng Gao et al

11-17-2020

Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things
by Jing Zhang et al

11-17-2020

Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources
by Sicheng Zhao et al

11-17-2020

FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation
by Rong Zhu et al

11-18-2020

Cycle-to-Cycle Queue Length Estimation from Connected Vehicles with Filtering on Primary Parameters
by Gurcan Comert et al

11-17-2020

Combining Reinforcement Learning with Model Predictive Control for On-Ramp Merging
by Joseph Lubars et al

11-19-2020

ReAssert: Deep Learning for Assert Generation
by Robert White et al

11-18-2020

First-Order Rewritability of Frontier-Guarded Ontology-Mediated Queries
by Pablo Barcelo et al

11-18-2020

Query Expressibility and Verification in Ontology-Based Data Access
by Carsten Lutz et al

11-19-2020

Improving Bayesian Network Structure Learning in the Presence of Measurement Error
by Yang Liu et al

11-19-2020

Batteries, camera, action! Learning a semantic control space for expressive robot cinematography
by Rogerio Bonatti et al

11-17-2020

Leveraging the Variance of Return Sequences for Exploration Policy
by Zerong Xi et al

11-20-2020

Recovery-to-Efficiency: A New Robustness Concept for Multi-objective Optimization under Uncertainty
by El-Ghazali Talbi et al

11-19-2020

SOCAIRE: Forecasting and Monitoring Urban Air Quality in Madrid
by Rodrigo de Medrano et al

11-17-2020

Pyramid Point: A Multi-Level Focusing Network for Revisiting Feature Layers
by Nina Varney et al

11-20-2020

Learning Synthetic to Real Transfer for Localization and Navigational Tasks
by Pietrantoni Maxime et al

11-19-2020

Exploring Constraint Handling Techniques in Real-world Problems on MOEA/D with Limited Budget of Evaluations
by Felipe Vaz et al

11-18-2020

RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions
by Karthik Valmeekam et al

11-18-2020

Explainable AI for System Failures: Generating Explanations that Improve Human Assistance in Fault Recovery
by Devleena Das et al

11-17-2020

Learning Canonical Transformations
by Zachary Dulberg et al

11-17-2020

Learning outside the Black-Box: The pursuit of interpretable models
by Jonathan Crabbé et al

11-17-2020

Gunrock 2.0: A User Adaptive Social Conversational System
by Kaihui Liang et al

11-17-2020

DLRRMS: Deep Learning based Respiratory Rate Monitoring System using Mobile Robots and Edges
by Haimiao Mo et al

11-18-2020

Investigation of Warrior Robots Behavior by Using Evolutionary Algorithms
by Shahriar Sharifi Borojerdi et al

11-17-2020

A Time-Frequency based Suspicious Activity Detection for Anti-Money Laundering
by Utku Görkem Ketenci et al

11-17-2020

FSPN: A New Class of Probabilistic Graphical Model
by Ziniu Wu et al

11-19-2020

First Order-Rewritability and Containment of Conjunctive Queries in Horn Description Logics
by Meghyn Bienvenu et al

11-19-2020

Towards Metaheuristics In the Large
by Jerry Swan et al

11-17-2020

PassGoodPool: Joint Passengers and Goods Fleet Management with Reinforcement Learning aided Pricing, Matching, and Route Planning
by Kaushik Manchella et al

11-20-2020

Bridging Scene Understanding and Task Execution with Flexible Simulation Environments
by Zachary Ravichandran et al

11-17-2020

Curiosity Based Reinforcement Learning on Robot Manufacturing Cell
by Mohammed Sharafath Abdul Hameed et al

11-17-2020

Domain Concretization from Examples: Addressing Missing Domain Knowledge via Robust Planning
by Akshay Sharma et al

11-19-2020

Active Inference and Behavior Trees for Reactive Action Planning and Execution in Robotics
by Corrado Pezzato et al

11-20-2020

Unbalanced Incomplete Multi-view Clustering via the Scheme of View Evolution: Weak Views are Meat; Strong Views do Eat
by Xiang Fang et al

11-19-2020

Iterative Planning with Plan-Space Explanations: A Tool and User Study
by Rebecca Eifler et al

11-17-2020

Optimizing Offer Sets in Sub-Linear Time
by Vivek F. Farias et al

11-19-2020

Multi-Modal Subjective Context Modelling and Recognition
by Qiang Shen et al

11-20-2020

Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifiers Decision
by Kwanseok Oh et al

11-19-2020

Conservative Extensions in Horn Description Logics with Inverse Roles
by Jean Christoph Jung et al

11-19-2020

Explainable Incipient Fault Detection Systems for Photovoltaic Panels
by S. Sairam et al

11-17-2020

On the Relationship Between KR Approaches for Explainable Planning
by Stylianos Loukas Vasileiou et al

11-17-2020

Deep Serial Number: Computational Watermarking for DNN Intellectual Property Protection
by Ruixiang Tang et al

11-19-2020

Collaborative Storytelling with Large-scale Neural Language Models
by Eric Nichols et al

11-19-2020

Logically Consistent Loss for Visual Question Answering
by Anh-Cat Le-Ngo et al

11-20-2020

Double Self-weighted Multi-view Clustering via Adaptive View Fusion
by Xiang Fang et al

11-20-2020

Towards Abstract Relational Learning in Human Robot Interaction
by Mohamadreza Faridghasemnia et al

11-18-2020

Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?
by Christian Schroeder de Witt et al

11-18-2020

Non-Linear Multiple Field Interactions Neural Document Ranking
by Kentaro Takiguchi et al

11-20-2020

Filtering Rules for Flow Time Minimization in a Parallel Machine Scheduling Problem
by Margaux Nattaf et al

11-17-2020

Learning functional programs with function invention and reuse
by Andrei Diaconu

11-19-2020

Certified Monotonic Neural Networks
by Xingchao Liu et al

11-20-2020

PSD2 Explainable AI Model for Credit Scoring
by Neus Llop Torrent et al

11-20-2020

SophiaPop: Experiments in Human-AI Collaboration on Popular Music
by David Hanson et al

11-20-2020

Graph Signal Recovery Using Restricted Boltzmann Machines
by Ankith Mohan et al

11-18-2020

Improved Grey System Models for Predicting Traffic Parameters
by Gurcan Comert et al

11-19-2020

Provable Multi-Objective Reinforcement Learning with Generative Models
by Dongruo Zhou et al

11-17-2020

Towards evaluating and eliciting high-quality documentation for intelligent systems
by David Piorkowski et al

11-17-2020

Using Explainable Scheduling for the Mars 2020 Rover Mission
by Jagriti Agrawal et al

11-18-2020

Data Representing Ground-Truth Explanations to Evaluate XAI Methods
by Shideh Shams Amiri et al

11-17-2020

Answering Regular Path Queries Over SQ Ontologies
by Víctor Gutiérrez-Basulto et al

11-18-2020

Implementing the Cognition Level for Industry 4.0 by integrating Augmented Reality and Manufacturing Execution Systems
by Alfonso Di Pace et al

11-17-2020

MG-GCN: Fast and Effective Learning with Mix-grained Aggregators for Training Large Graph Convolutional Networks
by Tao Huang et al

11-19-2020

The Fundamental Principles of Reproducibility
by Odd Erik Gundersen

11-17-2020

Exploring Energy-Accuracy Tradeoffs in AI Hardware
by Cory Merkel

11-17-2020

Electric Vehicle Charging Infrastructure Planning: A Scalable Computational Framework
by Wanshi Hong et al

 
Craig Smith