2020.9.14 AI papers

 

09-09-2020

Assessing Game Balance with AlphaZero: Exploring Alternative Rule Sets in Chess
by Nenad Tomašev et al

09-11-2020

Physically Embedded Planning Problems: New Challenges for Reinforcement Learning
by Mehdi Mirza et al

09-09-2020

Emora: An Inquisitive Social Chatbot Who Cares For You
by Sarah E. Finch et al

09-10-2020

RVL-BERT: Visual Relationship Detection with Visual-Linguistic Knowledge from Pre-trained Representations
by Meng-Jiun Chiou et al

09-11-2020

Fairness Matters -- A Data-Driven Framework Towards Fair and High Performing Facial Recognition Systems
by Yushi Cao et al

09-10-2020

Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling
by K. Darshana Abeyrathna et al

09-09-2020

Narrative Maps: An Algorithmic Approach to Represent and Extract Information Narratives
by Brian Keith et al

09-11-2020

YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
by Yuxuan Cai et al

09-09-2020

Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs
by Gilles Vandewiele et al

09-11-2020

Activation Relaxation: A Local Dynamical Approximation to Backpropagation in the Brain
by Beren Millidge et al

09-09-2020

Discovering Textual Structures: Generative Grammar Induction using Template Trees
by Thomas Winters et al

09-10-2020

Importance Weighted Policy Learning and Adaption
by Alexandre Galashov et al

09-14-2020

VacSIM: Learning Effective Strategies for COVID-19 Vaccine Distribution using Reinforcement Learning
by Raghav Awasthi et al

09-10-2020

TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments
by Tom Bewley et al

09-11-2020

Embodied Visual Navigation with Automatic Curriculum Learning in Real Environments
by Steven D. Morad et al

09-09-2020

COVID-19 Pandemic Cyclic Lockdown Optimization Using Reinforcement Learning
by Mauricio Arango et al

09-11-2020

Systematic Generalization on gSCAN with Language Conditioned Embedding
by Tong Gao et al

09-14-2020

Zero-shot Synthesis with Group-Supervised Learning
by Yunhao Ge et al

09-10-2020

CounteRGAN: Generating Realistic Counterfactuals with Residual Generative Adversarial Nets
by Daniel Nemirovsky et al

09-11-2020

Accurate and Intuitive Contextual Explanations using Linear Model Trees
by Aditya Lahiri et al

09-10-2020

Momentum-based Gradient Methods in Multi-objective Recommender Systems
by Blagoj Mitrevski et al

09-09-2020

On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective
by SeongUk Park et al

09-10-2020

Network Traffic Analysis based IoT Device Identification
by Rajarshi Roy Chowdhury et al

09-10-2020

The use of Recommender Systems in web technology and an in-depth analysis of Cold State problem
by Denis Selimi et al

09-09-2020

On the Identification of Fair Auditors to Evaluate Recommender Systems based on a Novel Non-Comparative Fairness Notion
by Mukund Telukunta et al

09-11-2020

Inverse mapping of face GANs
by Nicky Bayat et al

09-11-2020

Counterfactual Explanations & Adversarial Examples -- Common Grounds, Essential Differences, and Potential Transfers
by Timo Freiesleben

09-10-2020

Do Response Selection Models Really Know Whats Next? Utterance Manipulation Strategies for Multi-turn Response Selection
by Taesun Whang et al

09-11-2020

KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning
by Li Yang et al

09-09-2020

On the Fairness of Fake Data in Legal AI
by Lauren Boswell et al

09-09-2020

Vision-Based Autonomous Drone Control using Supervised Learning in Simulation
by Max Christl

09-09-2020

Solving Challenging Dexterous Manipulation Tasks With Trajectory Optimisation and Reinforcement Learning
by Henry Charlesworth et al

09-09-2020

Optimal Inspection and Maintenance Planning for Deteriorating Structures through Dynamic Bayesian Networks and Markov Decision Processes
by P. G. Morato et al

09-11-2020

Semantic-preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection
by Lan Zhang et al

09-14-2020

Deep intrinsic decomposition trained on surreal scenes yet with realistic light effects
by Hassan Sial et al

09-13-2020

Efficient Competitive Self-Play Policy Optimization
by Yuanyi Zhong et al

09-09-2020

Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm
by Kirtan Padh et al

09-09-2020

Formalizing Integration Patterns with Multimedia Data (Extended Version)
by Marco Montali et al

09-09-2020

Tactical Decision Making for Emergency Vehicles based on a Combinational Learning Method
by Haoyi Niu et al

09-09-2020

On Artificial Life and Emergent Computation in Physical Substrates
by Kristine Heiney et al

09-09-2020

A Methodological Approach to Model CBR-based Systems
by Eliseu M. Oliveira et al

09-14-2020

Unsupervised learning for vascular heterogeneity assessment of glioblastoma based on magnetic resonance imaging: The Hemodynamic Tissue Signature
by Javier Juan-Albarracín

09-12-2020

How Much Can We Really Trust You? Towards Simple, Interpretable Trust Quantification Metrics for Deep Neural Networks
by Alexander Wong et al

09-10-2020

A Note on Rich Incomplete Argumentation Frameworks
by Jean-Guy Mailly

09-14-2020

A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research
by Cody Watson et al

09-14-2020

Risk Bounds for Robust Deep Learning
by Johannes Lederer

09-10-2020

Defeasible reasoning in Description Logics: an overview on DLNDLN
by Piero A. Bonatti et al

09-12-2020

Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering
by Chaojie Ji et al

09-13-2020

Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication
by Gašper Beguš

09-12-2020

Learning semantic Image attributes using Image recognition and knowledge graph embeddings
by Ashutosh Tiwari et al

09-13-2020

Towards the Quantification of Safety Risks in Deep Neural Networks
by Peipei Xu et al

09-13-2020

Deep Detection for Face Manipulation
by Disheng Feng et al

09-09-2020

Unmanned Aerial Vehicle Control Through Domain-based Automatic Speech Recognition
by Ruben Contreras et al

09-09-2020

Polynomial-Time Computation of Optimal Correlated Equilibria in Two-Player Extensive-Form Games with Public Chance Moves and Beyond
by Gabriele Farina et al

09-12-2020

Micro-Facial Expression Recognition Based on Deep-Rooted Learning Algorithm
by S. D. Lalitha et al

09-10-2020

Possible Controllability of Control Argumentation Frameworks -- Extended Version
by Jean-Guy Mailly

09-12-2020

Revisiting Factorizing Aggregated Posterior in Learning Disentangled Representations
by Ze Cheng et al

09-11-2020

Results of multi-agent system and ontology to manage ideas and represent knowledge in a challenge of creativity
by Pedro Barrios et al

09-14-2020

DANCE: Differentiable Accelerator/Network Co-Exploration
by Kanghyun Choi et al

09-10-2020

Multi-Goal Multi-Agent Path Finding via Decoupled and Integrated Goal Vertex Ordering
by Pavel Surynek

09-11-2020

UPB at SemEval-2020 Task 6: Pretrained Language Models for DefinitionExtraction
by Andrei-Marius Avram et al

09-11-2020

Deep Hiearchical Multi-Label Classification Applied to Chest X-Ray Abnormality Taxonomies
by Haomin Chen et al

09-13-2020

A Review of Visual Descriptors and Classification Techniques Used in Leaf Species Identification
by K. K. Thyagharajan et al

09-14-2020

Synbols: Probing Learning Algorithms with Synthetic Datasets
by Alexandre Lacoste et al

09-14-2020

EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition
by Chengyu Wang et al

09-12-2020

Finite Horn Monoids and Near-Semirings
by Christian Antic

09-09-2020

Searching for a Search Method: Benchmarking Search Algorithms for Generating NLP Adversarial Examples
by Jin Yong Yoo et al

09-11-2020

An Atlas of Cultural Commonsense for Machine Reasoning
by Anurag Acharya et al

09-12-2020

Attention Cube Network for Image Restoration
by Yucheng Hang et al

09-14-2020

Adaptive Label Smoothing
by Ujwal Krothapalli et al

09-13-2020

Interpretation of smartphone-captured radiographs utilizing a deep learning-based approach
by Hieu X. Le et al

09-14-2020

Into the unknown: Active monitoring of neural networks
by Anna Lukina et al

09-14-2020

Justicia: A Stochastic SAT Approach to Formally Verify Fairness
by Bishwamittra Ghosh et al

09-13-2020

Neural Networks Enhancement through Prior Logical Knowledge
by Alessandro Daniele et al

09-14-2020

The Hardware Lottery
by Sara Hooker

09-13-2020

Composing Answer from Multi-spans for Reading Comprehension
by Zhuosheng Zhang et al

09-11-2020

Relation Detection for Indonesian Language using Deep Neural Network -- Support Vector Machine
by Ramos Janoah Hasudungan et al

09-13-2020

A Survey of FPGA-Based Robotic Computing
by Zishen Wan et al

09-11-2020

Improving Bi-LSTM Performance for Indonesian Sentiment Analysis Using Paragraph Vector
by Ayu Purwarianti et al

09-11-2020

Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks
by Tom Silver et al

09-14-2020

Active Fairness Instead of Unawareness
by Boris Ruf et al

09-12-2020

Towards Automatic Manipulation of Intra-cardiac Echocardiography Catheter
by Young-Ho Kim et al

09-10-2020

Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy
by Tom Farrand et al

09-12-2020

Fine-tuning Pre-trained Contextual Embeddings for Citation Content Analysis in Scholarly Publication
by Haihua Chen et al

09-10-2020

An Argumentation-based Approach for Identifying and Dealing with Incompatibilities among Procedural Goals
by Mariela Morveli-Espinoza et al

09-13-2020

Information Laundering for Model Privacy
by Xinran Wang et al

09-14-2020

A Deep Framework for Cross-Domain and Cross-System Recommendations
by Feng Zhu et al

09-11-2020

Teaching Tech to Talk: K-12 Conversational Artificial Intelligence Literacy Curriculum and Development Tools
by Jessica Van Brummelen et al

09-11-2020

Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger
by Devin Hoesen et al

09-14-2020

Temporal Answer Set Programming
by Felicidad Aguado et al

09-12-2020

Iterative beam search algorithms for the permutation flowshop
by Luc Libralesso et al

09-11-2020

Improving Indonesian Text Classification Using Multilingual Language Model
by Ilham Firdausi Putra et al

09-11-2020

Applications of Deep Neural Networks
by Jeff Heaton

09-12-2020

MeLIME: Meaningful Local Explanation for Machine Learning Models
by Tiago Botari et al

09-14-2020

Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue
by Longxiang Liu et al

09-11-2020

The AIQ Meta-Testbed: Pragmatically Bridging Academic AI Testing and Industrial Q Needs
by Markus Borg

09-14-2020

Principle Component Analysis for Classification of the Quality of Aromatic Rice
by Etika Kartikadarma et al

09-11-2020

Risk-Sensitive Sequential Action Control with Multi-Modal Human Trajectory Forecasting for Safe Crowd-Robot Interaction
by Haruki Nishimura et al

09-11-2020

Information-Theoretic Multi-Objective Bayesian Optimization with Continuous Approximations
by Syrine Belakaria et al

09-13-2020

BoostingBERT:Integrating Multi-Class Boosting into BERT for NLP Tasks
by Tongwen Huang et al

09-13-2020

Zone pAth Construction (ZAC) based Approaches for Effective Real-Time Ridesharing
by Meghna Lowalekar et al

09-12-2020

Corrective feedback, emphatic speech synthesis, visual-speech exaggeration, pronunciation learning
by Yaohua Bu et al

09-14-2020

Data fusion strategies for energy efficiency in buildings: Overview, challenges and novel orientations
by Yassine Himeur et al

09-11-2020

Compressed Deep Networks: Goodbye SVD, Hello Robust Low-Rank Approximation
by Murad Tukan et al

09-14-2020

Persistent And Scalable JADE: A Cloud based InMemory Multi-agent Framework
by Nauman Khalid Ghalib Tahir Peter Bloodsworth

09-10-2020

On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning
by Eoin M. Kenny et al

09-10-2020

On Computability, Learnability and Extractability of Finite State Machines from Recurrent Neural Networks
by Reda Marzouk

09-13-2020

Toward the Fundamental Limits of Imitation Learning
by Nived Rajaraman et al

09-10-2020

Using Graph Convolutional Networks and TD(λλ) to play the game of Risk
by Jamie Carr

09-11-2020

Multimodal Depression Severity Prediction from medical bio-markers using Machine Learning Tools and Technologies
by Shivani Shimpi et al

09-14-2020

Analogy-Making as a Core Primitive in the Software Engineering Toolbox
by Matthew Sotoudeh et al

09-14-2020

Themes Inferred Audio-visual Correspondence Learning
by Runze Su et al

09-13-2020

Receptivity of an AI Cognitive Assistant by the Radiology Community: A Report on Data Collected at RSNA
by Karina Kanjaria et al

09-13-2020

An Argumentation-based Approach for Explaining Goal Selection in Intelligent Agents
by Mariela Morveli-Espinoza et al

09-13-2020

Spoiled for Choice? Personalized Recommendation for Healthcare Decisions: A Multi-Armed Bandit Approach
by Tongxin Zhou et al

09-13-2020

Tax Knowledge Graph for a Smarter and More Personalized TurboTax
by Jay Yu et al

09-11-2020

The Design Of Stratega: A General Strategy Games Framework
by Diego Perez-Liebana et al

09-11-2020

Coreference Resolution System for Indonesian Text with Mention Pair Method and Singleton Exclusion using Convolutional Neural Network
by Turfa Auliarachman et al

09-10-2020

Multi-Hop Fact Checking of Political Claims
by Wojciech Ostrowski et al

09-12-2020

Resolving Resource Incompatibilities in Intelligent Agents
by Mariela Morveli-Espinoza et al

09-13-2020

Margin-Based Regularization and Selective Sampling in Deep Neural Networks
by Berry Weinstein et al

09-12-2020

Tracking disease outbreaks from sparse data with Bayesian inference
by Bryan Wilder et al

09-12-2020

Explainable Automated Reasoning in Law using Probabilistic Epistemic Argumentation
by Inga Ibs et al

09-14-2020

Sufficient Dimension Reduction for Average Causal Effect Estimation
by Debo Cheng et al

09-13-2020

DistilE: Distiling Knowledge Graph Embeddings for Faster and Cheaper Reasoning
by Yushan Zhu et al

09-12-2020

Argumentation-based Agents that Explain their Decisions
by Mariela Morveli-Espinoza et al

09-14-2020

Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations
by Fabian Sperrle et al

09-09-2020

Beneficial and Harmful Explanatory Machine Learning
by Lun Ai et al

09-12-2020

FuxiCTR: An Open Benchmark for Click-Through Rate Prediction
by Jieming Zhu et al

09-13-2020

That looks interesting! Personalizing Communication and Segmentation with Random Forest Node Embeddings
by Weiwei Wang et al

09-11-2020

To Root Artificial Intelligence Deeply in Basic Science for a New Generation of AI
by Jingan Yang et al

09-13-2020

GIKT: A Graph-based Interaction Model for Knowledge Tracing
by Yang Yang et al

09-14-2020

Accelerating gradient-based topology optimization design with dual-model neural networks
by Chao Qian et al

09-13-2020

Transfer learning with class-weighted and focal loss function for automatic skin cancer classification
by Duyen N. T. Le et al

09-12-2020

Knowledge Adaption for Demand Prediction based on Multi-task Memory Neural Network
by Can Li et al

 
Craig Smith