Week ending 11.18.18 "Computer Science - Artificial Intelligence" Papers

 

11-15-2018

Reward learning from human preferences and demonstrations in Atari
by Borja Ibarz et al

11-13-2018

TrolleyMod v1.0: An Open-Source Simulation and Data-Collection Platform for Ethical Decision Making in Autonomous Vehicles
by Vahid Behzadan et al

11-15-2018

SGR: Self-Supervised Spectral Graph Representation Learning
by Anton Tsitsulin et al

11-15-2018

Guiding the One-to-one Mapping in CycleGAN via Optimal Transport
by Guansong Lu et al

11-13-2018

Learning to Compensate Photovoltaic Power Fluctuations from Images of the Sky by Imitating an Optimal Policy
by Robin Spiess et al

11-15-2018

The Utility of Sparse Representations for Control in Reinforcement Learning
by Vincent Liu et al

11-15-2018

Concept-Oriented Deep Learning: Generative Concept Representations
by Daniel T. Chang

11-15-2018

Context-Dependent Upper-Confidence Bounds for Directed Exploration
by Raksha Kumaraswamy et al

11-14-2018

Human-like machine learning: limitations and suggestions
by Georgios Mastorakis

11-13-2018

Argumentation for Explainable Scheduling (Full Paper with Proofs)
by Kristijonas Čyras et al

11-13-2018

Deep Object Centric Policies for Autonomous Driving
by Dequan Wang et al

11-16-2018

On the Complexity of Exploration in Goal-Driven Navigation
by Maruan Al-Shedivat et al

11-15-2018

Adversarial Resilience Learning - Towards Systemic Vulnerability Analysis for Large and Complex Systems
by Lars Fischer et al

11-13-2018

Anomaly Detection using Autoencoders in High Performance Computing Systems
by Andrea Borghesi et al

11-16-2018

Automatic Paper Summary Generation from Visual and Textual Information
by Shintaro Yamamoto et al

11-15-2018

Towards Explainable Deep Learning for Credit Lending: A Case Study
by Ceena Modarres et al

11-13-2018

Interpretable Credit Application Predictions With Counterfactual Explanations
by Rory Mc Grath et al

11-13-2018

Deep Q learning for fooling neural networks
by Mandar Kulkarni

11-13-2018

Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector
by Shanchan Wu et al

11-14-2018

ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks
by Xiaodan Hu et al

11-13-2018

Hallucinating Point Cloud into 3D Sculptural Object
by Chun-Liang Li et al

11-14-2018

Multivariate Time-series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection
by Jwala Dhamala et al

11-15-2018

Learning to Predict the Cosmological Structure Formation
by Siyu He et al

11-15-2018

Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms
by Yizhen Zhong et al

11-15-2018

Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation
by Fan Wang et al

11-14-2018

Natural Environment Benchmarks for Reinforcement Learning
by Amy Zhang et al

11-13-2018

Semi-dual Regularized Optimal Transport
by Marco Cuturi et al

11-13-2018

Genetic algorithm for optimal distribution in cities
by Esteban Quintero et al

11-13-2018

Intelligent Drone Swarm for Search and Rescue Operations at Sea
by Vincenzo Lomonaco et al

11-13-2018

Emergence of Addictive Behaviors in Reinforcement Learning Agents
by Vahid Behzadan et al

11-13-2018

Controllability, Multiplexing, and Transfer Learning in Networks using Evolutionary Learning
by Rise Ooi et al

11-13-2018

An Orchestrated Empirical Study on Deep Learning Frameworks and Platforms
by Qianyu Guo et al

11-14-2018

Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets
by Jarrid Rector-Brooks et al

11-15-2018

Economics of Human-AI Ecosystem: Value Bias and Lost Utility in Multi-Dimensional Gaps
by Daniel Muller

11-13-2018

Two-stream convolutional networks for end-to-end learning of self-driving cars
by Nelson Fernandez

11-14-2018

Implementing a Portable Clinical NLP System with a Common Data Model - a Lisp Perspective
by Yuan Luo et al

11-15-2018

Theoretical Perspective of Deep Domain Adaptation
by Trung Le et al

11-13-2018

Translating Natural Language to SQL using Pointer-Generator Networks and How Decoding Order Matters
by Denis Lukovnikov et al

11-15-2018

Detecting Irregular Patterns in IoT Streaming Data for Fall Detection
by Sazia Mahfuz et al

11-14-2018

Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks
by Jing Shi et al

11-16-2018

Grasp2Vec: Learning Object Representations from Self-Supervised Grasping
by Eric Jang et al

11-13-2018

Modular Networks: Learning to Decompose Neural Computation
by Louis Kirsch et al

11-15-2018

Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference
by Masashi Yoshikawa et al

11-16-2018

Exploring Gameplay With AI Agents
by Fernando de Mesentier Silva et al

11-15-2018

Nudging Neural Conversational Model with Domain Knowledge
by Sungjin Lee

11-13-2018

ABox Abduction via Forgetting in ALC (Long Version)
by Warren Del-Pinto et al

11-14-2018

Large-scale Interactive Recommendation with Tree-structured Policy Gradient
by Haokun Chen et al

11-14-2018

Layout Design for Intelligent Warehouse by Evolution with Fitness Approximation
by Haifeng Zhang et al

11-14-2018

An Introduction to Fuzzy & Annotated Semantic Web Languages
by Umberto Straccia

11-13-2018

Bayesian Reinforcement Learning in Factored POMDPs
by Sammie Katt et al

11-15-2018

Seq2Seq Mimic Games: A Signaling Perspective
by Juan Leni et al

11-15-2018

Granularity and Generalized Inclusion Functions - Their Variants and Contamination
by Mani A

11-16-2018

Machine Decisions and Human Consequences
by Teresa Scantamburlo et al

11-14-2018

Exploiting Sentence Embedding for Medical Question Answering
by Yu Hao et al

11-14-2018

Orthogonal Policy Gradient and Autonomous Driving Application
by Mincong Luo et al

11-13-2018

Benchmarking datasets for Anomaly-based Network Intrusion Detection: KDD CUP 99 alternatives
by Abhishek Divekar et al

11-13-2018

Aequitas: A Bias and Fairness Audit Toolkit
by Pedro Saleiro et al

11-13-2018

Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents
by Aditya Siddhant et al

11-15-2018

On Generality and Knowledge Transferability in Cross-Domain Duplicate Question Detection for Heterogeneous Community Question Answering
by Mohomed Shazan Mohomed Jabbar et al

11-15-2018

Neural network state estimation for full quantum state tomography
by Qian Xu et al

11-14-2018

Constraint-based Sequential Pattern Mining with Decision Diagrams
by Amin Hosseininasab et al

 
Craig Smith