2020.7.13 AI papers

 

07-08-2020

Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence
by Shakir Mohamed et al

07-07-2020

Strong Generalization and Efficiency in Neural Programs
by Yujia Li et al

07-08-2020

The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning
by Yuhuai Wu et al

07-09-2020

SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning
by Kimin Lee et al

07-07-2020

Provably Safe PAC-MDP Exploration Using Analogies
by Melrose Roderick et al

07-09-2020

AI Assisted Apparel Design
by Alpana Dubey et al

07-08-2020

Responsive Safety in Reinforcement Learning by PID Lagrangian Methods
by Adam Stooke et al

07-09-2020

A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks
by Unnat Jain et al

07-07-2020

Deep Reinforcement Learning and its Neuroscientific Implications
by Matthew Botvinick et al

07-08-2020

A Natural Actor-Critic Algorithm with Downside Risk Constraints
by Thomas Spooner et al

07-07-2020

See, Hear, Explore: Curiosity via Audio-Visual Association
by Victoria Dean et al

07-09-2020

Multi-Granularity Modularized Network for Abstract Visual Reasoning
by Xiangru Tang et al

07-08-2020

Temporal aggregation of audio-visual modalities for emotion recognition
by Andreea Birhala et al

07-09-2020

Explainability of Intelligent Transportation Systems using Knowledge Compilation: a Traffic Light Controller Case
by Salomón Wollenstein-Betech et al

07-07-2020

Learning Branching Heuristics for Propositional Model Counting
by Pashootan Vaezipoor et al

07-07-2020

Structured (De)composable Representations Trained with Neural Networks
by Graham Spinks et al

07-09-2020

Automatic Personality Prediction; an Enhanced Method Using Ensemble Modeling
by Majid Ramezani et al

07-07-2020

Diverse and Styled Image Captioning Using SVD-Based Mixture of Recurrent Experts
by Marzieh Heidari et al

07-10-2020

A Causal Linear Model to Quantify Edge Unfairness for Unfair Edge Prioritization and Discrimination Removal
by Pavan Ravishankar et al

07-09-2020

Guru, Partner, or Pencil Sharpener? Understanding Designers Attitudes Towards Intelligent Creativity Support Tools
by Angus Main et al

07-08-2020

Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion
by Kun Zhou et al

07-09-2020

Treewidth-Aware Complexity in ASP: Not all Positive Cycles are Equally Hard
by Markus Hecher et al

07-10-2020

Impact of Legal Requirements on Explainability in Machine Learning
by Adrien Bibal et al

07-07-2020

Near Optimal Provable Uniform Convergence in Off-Policy Evaluation for Reinforcement Learning
by Ming Yin et al

07-08-2020

Hierarchical Graph Matching Networks for Deep Graph Similarity Learning
by Xiang Ling et al

07-09-2020

Contrastive Code Representation Learning
by Paras Jain et al

07-10-2020

Representations for Stable Off-Policy Reinforcement Learning
by Dibya Ghosh et al

07-07-2020

Towards a practical measure of interference for reinforcement learning
by Vincent Liu et al

07-09-2020

EVO-RL: Evolutionary-Driven Reinforcement Learning
by Ahmed Hallawa et al

07-10-2020

Integrating Logical Rules Into Neural Multi-Hop Reasoning for Drug Repurposing
by Yushan Liu et al

07-07-2020

SpinalNet: Deep Neural Network with Gradual Input
by H M Dipu Kabir et al

07-07-2020

Calibrated BatchNorm: Improving Robustness Against Noisy Weights in Neural Networks
by Li-Huang Tsai et al

07-08-2020

An Efficient Data Imputation Technique for Human Activity Recognition
by Ivan Miguel Pires et al

07-09-2020

Learning to Prune Deep Neural Networks via Reinforcement Learning
by Manas Gupta et al

07-10-2020

Machine Learning Explainability for External Stakeholders
by Umang Bhatt et al

07-10-2020

Learning to Play Sequential Games versus Unknown Opponents
by Pier Giuseppe Sessa et al

07-09-2020

Neural Architecture Search with GBDT
by Renqian Luo et al

07-08-2020

NASGEM: Neural Architecture Search via Graph Embedding Method
by Hsin-Pai Cheng et al

07-08-2020

Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads
by Siyu Wang et al

07-08-2020

Non-parametric Models for Non-negative Functions
by Ulysse Marteau-Ferey et al

07-10-2020

Learning to plan with uncertain topological maps
by Edward Beeching et al

07-10-2020

Pre-trained Word Embeddings for Goal-conditional Transfer Learning in Reinforcement Learning
by Matthias Hutsebaut-Buysse et al

07-09-2020

On the Reliability and Generalizability of Brain-inspired Reinforcement Learning Algorithms
by Dongjae Kim et al

07-09-2020

Weakness Analysis of Cyberspace Configuration Based on Reinforcement Learning
by Lei Zhang et al

07-10-2020

MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System
by Jinho Lee et al

07-10-2020

Pragmatic information in translation: a corpus-based study of tense and mood in English and German
by Anita Ramm et al

07-10-2020

Algorithmic Fairness in Education
by René F. Kizilcec et al

07-07-2020

TripMD: Driving patterns investigation via Motif Analysis
by Maria Inê Silva et al

07-07-2020

Learning Combined Set Covering and Traveling Salesman Problem
by Yuwen Yang et al

07-07-2020

Deep Reinforcement Learning with Interactive Feedback in a Human-Robot Environment
by Ithan Moreira et al

07-10-2020

Neural Knowledge Extraction From Cloud Service Incidents
by Manish Shetty et al

07-08-2020

AutoLR: An Evolutionary Approach to Learning Rate Policies
by Pedro Carvalho et al

07-09-2020

Predicting Court Decisions for Alimony: Avoiding Extra-legal Factors in Decision made by Judges and Not Understandable AI Models
by Fabrice Muhlenbach et al

07-09-2020

Multi-Agent Routing Value Iteration Network
by Quinlan Sykora et al

07-08-2020

Reconciling Causality and Statistics
by Pirmin Lemberger et al

07-09-2020

Attention or memory? Neurointerpretable agents in space and time
by Lennart Bramlage et al

07-08-2020

An exploration of the influence of path choice in game-theoretic attribution algorithms
by Geoff Ward et al

07-09-2020

Challenges of AI in Wireless Networks for IoT
by Ijaz Ahmad et al

07-07-2020

Guided Exploration with Proximal Policy Optimization using a Single Demonstration
by Gabriele Libardi et al

07-10-2020

Half-checking propagators
by Mikael Zayenz Lagerkvist et al

07-10-2020

Solving the Clustered Traveling Salesman Problem via TSP methods
by Yongliang Lu et al

07-07-2020

Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? -- Vulnerability and Detection
by Sushma Venkatesh et al

07-07-2020

ISA: An Intelligent Shopping Assistant
by Tuan Manh Lai et al

07-07-2020

Predictive Maintenance for Edge-Based Sensor Networks: A Deep Reinforcement Learning Approach
by Kevin Shen Hoong Ong et al

07-08-2020

Dungs semantics satisfy attack removal monotonicity
by Leila Amgoud et al

07-07-2020

Adaptive Cascade Submodular Maximization
by Shaojie Tang et al

07-08-2020

The Automation of Acceleration: AI and the Future of Society
by Nicholas Kluge Corrêa

07-07-2020

Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems
by Minh N. H. Nguyen et al

07-09-2020

A Generative Graph Method to Solve the Travelling Salesman Problem
by Amal Nammouchi et al

07-09-2020

A Reference Software Architecture for Social Robots
by Luigi Asprino et al

07-09-2020

Automation Strategies for Unconstrained Crossword Puzzle Generation
by Charu Agarwal et al

07-10-2020

Cautious Monotonicity in Case-Based Reasoning with Abstract Argumentation
by Guilherme Paulino-Passos et al

07-07-2020

Using Semantic Web Services for AI-Based Research in Industry 4.0
by Lukas Malburg et al

07-07-2020

Constraint-Based Learning for Continuous-Time Bayesian Networks
by Alessandro Bregoli et al

07-07-2020

Expressiveness of SETAFs and Support-Free ADFs under 3-valued Semantics
by Wolfgang Dvořák et al

07-07-2020

Meta-Learning with Network Pruning
by Hongduan Tian et al

07-10-2020

A Survey on Autonomous Vehicle Control in the Era of Mixed-Autonomy: From Physics-Based to AI-Guided Driving Policy Learning
by Xuan Di et al

07-09-2020

Modified Possibilistic Fuzzy C-Means Algorithm for Clustering Incomplete Data Sets
by Rustam et al

07-09-2020

Program Synthesis with Pragmatic Communication
by Yewen Pu et al

07-09-2020

Evaluating the Apperception Engine
by Richard Evans et al

07-07-2020

Resolving Head-On Conflicts for Multi-Agent Path Finding with Conflict-Based Search
by Lun Yang

07-10-2020

Prediction of Traffic Flow via Connected Vehicles
by Ranwa Al Mallah et al

07-10-2020

AGI Agent Safety by Iteratively Improving the Utility Function
by Koen Holtman

07-07-2020

RGCF: Refined Graph Convolution Collaborative Filering with concise and expressive embedding
by Kang Liu et al

07-07-2020

Kidney Exchange with Inhomogeneous Edge Existence Uncertainty
by Hoda Bidkhori et al

07-09-2020

Intelligent Warehouse Allocator for Optimal Regional Utilization
by Girish Sathyanarayana et al

07-07-2020

An Entropy Equation for Energy
by Kieran Greer

07-10-2020

Current Advancements on Autonomous Mission Planning and Management Systems: an AUV and UAV perspective
by Adham Atyabi et al

 
Craig Smith