2020.6.8 AI papers

 

06-03-2020

From Probability to Consilience: How Explanatory Values Implement Bayesian Reasoning
by Zachary Wojtowicz et al

06-03-2020

Assessing Intelligence in Artificial Neural Networks
by Nicholas J. Schaub et al

06-04-2020

Seq2Seq AI Chatbot with Attention Mechanism
by Abonia Sojasingarayar

06-02-2020

DeepCoDA: personalized interpretability for compositional health
by Thomas P. Quinn et al

06-03-2020

Explaining The Behavior Of Black-Box Prediction Algorithms With Causal Learning
by Numair Sani et al

06-04-2020

Experiments on Paraphrase Identification Using Quora Question Pairs Dataset
by Andreas Chandra et al

06-03-2020

The Importance of Prior Knowledge in Precise Multimodal Prediction
by Sergio Casas et al

06-03-2020

CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning
by Alessandro Suglia et al

06-02-2020

Whats Sex Got To Do With Fair Machine Learning?
by Lily Hu et al

06-02-2020

Perturbation Analysis of Gradient-based Adversarial Attacks
by Utku Ozbulak et al

06-03-2020

Emergent Multi-Agent Communication in the Deep Learning Era
by Angeliki Lazaridou et al

06-03-2020

Causality and Batch Reinforcement Learning: Complementary Approaches To Planning In Unknown Domains
by James Bannon et al

06-04-2020

Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning
by Dieqiao Feng et al

06-02-2020

Situated and Interactive Multimodal Conversations
by Seungwhan Moon et al

06-02-2020

Diversity Actor-Critic: Sample-Aware Entropy Regularization for Sample-Efficient Exploration
by Seungyul Han et al

06-02-2020

MultiNet: Multiclass Multistage Multimodal Motion Prediction
by Nemanja Djuric et al

06-04-2020

Refined Continuous Control of DDPG Actors via Parametrised Activation
by Mohammed Hossny et al

06-02-2020

Learning optimal environments using projected stochastic gradient ascent
by Adrien Bolland et al

06-02-2020

Offline and Online Satisfaction Prediction in Open-Domain Conversational Systems
by Jason Ingyu Choi et al

06-04-2020

Black-box Explanation of Object Detectors via Saliency Maps
by Vitali Petsiuk et al

06-04-2020

Analogical Proportions
by Christian Antić

06-05-2020

Curiosity Killed the Cat and the Asymptotically Optimal Agent
by Michael K. Cohen et al

06-05-2020

PLANS: Robust Program Learning from Neurally Inferred Specifications
by Raphaël Dang-Nhu

06-02-2020

Quantifying the Effects of Prosody Modulation on User Engagement and Satisfaction in Conversational Systems
by Jason Ingyu Choi et al

06-02-2020

Characterizing an Analogical Concept Memory for Newellian Cognitive Architectures
by Shiwali Mohan et al

06-05-2020

Artificial Intelligence-based Clinical Decision Support for COVID-19 -- Where Art Thou?
by Mathias Unberath et al

06-05-2020

Logical Team Q-learning: An approach towards factored policies in cooperative MARL
by Lucas Cassano et al

06-05-2020

XAI for Graphs: Explaining Graph Neural Network Predictions by Identifying Relevant Walks
by Thomas Schnake et al

06-02-2020

AI-Powered Learning: Making Education Accessible, Affordable, and Achievable
by Ashok Goel

06-02-2020

Automatized Evaluation of Formalization Exercises in Mathematics
by Merlin Carl

06-03-2020

An optimizable scalar objective value cannot be objective and should not be the sole objective
by Isabel Kloumann et al

06-04-2020

SIDU: Similarity Difference and Uniqueness Method for Explainable AI
by Satya M. Muddamsetty et al

06-05-2020

Brain-inspired global-local hybrid learning towards human-like intelligence
by Yujie Wu et al

06-04-2020

Egocentric Object Manipulation Graphs
by Eadom Dessalene et al

06-02-2020

Aligning Superhuman AI and Human Behavior: Chess as a Model System
by Reid McIlroy-Young et al

06-02-2020

Relational Learning Analysis of Social Politics using Knowledge Graph Embedding
by Bilal Abu-Salih et al

06-05-2020

From Checking to Inference: Actual Causality Computations as Optimization Problems
by Amjad Ibrahim et al

06-03-2020

Communication-Computation Trade-Off in Resource-Constrained Edge Inference
by Jiawei Shao et al

06-03-2020

Fairness-Aware Explainable Recommendation over Knowledge Graphs
by Zuohui Fu et al

06-05-2020

Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access
by Seokhwan Kim et al

06-04-2020

The growth and form of knowledge networks by kinesthetic curiosity
by Dale Zhou et al

06-04-2020

Differentiable Linear Bandit Algorithm
by Kaige Yang et al

06-02-2020

Generating Random Logic Programs Using Constraint Programming
by Paulius Dilkas et al

06-03-2020

dynoNet: a neural network architecture for learning dynamical systems
by Marco Forgione et al

06-03-2020

An ExpTime Upper Bound for ALCALC with Integers (Extended Version)
by Nadia Labai et al

06-03-2020

A quest for a fair schedule: The Young Physicists Tournament
by Katarína Cechlárová et al

06-03-2020

Constraint Reductions
by Olivier Bailleux et al

06-02-2020

A Layered Learning Approach to Scaling in Learning Classifier Systems for Boolean Problems
by Isidro M. Alvarez et al

06-04-2020

Using Tabu Search Algorithm for Map Generation in the Terra Mystica Tabletop Game
by Alexandr Grichshenko et al

06-02-2020

Kernel Taylor-Based Value Function Approximation for Continuous-State Markov Decision Processes
by Junhong Xu et al

06-03-2020

Variational Quantum Singular Value Decomposition
by Xin Wang et al

06-02-2020

Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization
by Quentin Cappart et al

06-02-2020

Coordinating Multiagent Industrial Symbiosis
by Vahid Yazdanpanah et al

06-04-2020

Analyzing Differentiable Fuzzy Implications
by Emile van Krieken et al

06-02-2020

Depth-Optimized Delay-Aware Tree (DO-DAT) for Virtual Network Function Placement
by Dimitrios Michael Manias et al

06-05-2020

Conflict-Based Search for Connected Multi-Agent Path Finding
by Arthur Queffelec et al

06-03-2020

A Mixed Initiative Semantic Web Framework for Process Composition
by Jinghai Rao et al

06-04-2020

Lifted Inference in 2-Variable Markov Logic Networks with Function and Cardinality Constraints Using Discrete Fourier Transform
by Ondrej Kuzelka

06-02-2020

Interpretable Meta-Measure for Model Performance
by Alicja Gosiewska et al

06-02-2020

Extending the Multiple Traveling Salesman Problem for Scheduling a Fleet of Drones Performing Monitoring Missions
by Emmanouil Rigas et al

06-02-2020

SAT Heritage: a community-driven effort for archiving, building and running more than thousand SAT solvers
by Gilles Audemard et al

06-03-2020

Tangles: a new paradigm for clusters and types
by Reinhard Diestel

06-04-2020

The Importance of Open-Endedness (for the Sake of Open-Endedness)
by Tim Taylor

06-03-2020

FastONN -- Python based open-source GPU implementation for Operational Neural Networks
by Junaid Malik et al

06-02-2020

PolyDL: Polyhedral Optimizations for Creation of High Performance DL primitives
by Sanket Tavarageri et al

06-02-2020

Descriptor Revision for Conditionals: Literal Descriptors and Conditional Preservation
by Kai Sauerwald et al

06-04-2020

Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval
by Limin Chen et al

 
Craig Smith