2019.05.19 AI papers

 

05-14-2019

Learnable Triangulation of Human Pose
by Karim Iskakov et al

05-15-2019

Meta reinforcement learning as task inference
by Jan Humplik et al

05-14-2019

Generative Design in Minecraft: Chronicle Challenge
by Christoph Salge et al

05-15-2019

Distribution Calibration for Regression
by Hao Song et al

05-14-2019

Zero-Shot Voice Style Transfer with Only Autoencoder Loss
by Kaizhi Qian et al

05-15-2019

Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets
by Guanhua Zhang et al

05-14-2019

Improving Neural Conversational Models with Entropy-Based Data Filtering
by Richard Csaky et al

05-14-2019

Misleading Failures of Partial-input Baselines
by Shi Feng et al

05-14-2019

Expression Conditional GAN for Facial Expression-to-Expression Translation
by Hao Tang et al

05-15-2019

From What to How. An Overview of AI Ethics Tools, Methods and Research to Translate Principles into Practices
by Jessica Morley et al

05-15-2019

IPC: A Benchmark Data Set for Learning with Graph-Structured Data
by Patrick Ferber et al

05-14-2019

Interpretable Deep Neural Networks for Patient Mortality Prediction: A Consensus-based Approach
by Shaeke Salman et al

05-16-2019

TraceWalk: Semantic-based Process Graph Embedding for Consistency Checking
by Chen Qian et al

05-15-2019

Contextualized Spatial-Temporal Network for Taxi Origin-Destination Demand Prediction
by Lingbo Liu et al

05-14-2019

Learning Policies from Self-Play with Policy Gradients and MCTS Value Estimates
by Dennis J. N. J. Soemers et al

05-16-2019

One-Shot Texture Retrieval with Global Context Metric
by Kai Zhu et al

05-15-2019

Bimodal Stereo: Joint Shape and Pose Estimation from Color-Depth Image Pair
by Chi Zhang et al

05-17-2019

Distant Learning for Entity Linking with Automatic Noise Detection
by Phong Le et al

05-15-2019

TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features
by Mohsin Munir et al

05-14-2019

Is Word Segmentation Necessary for Deep Learning of Chinese Representations?
by Yuxian Meng et al

05-15-2019

Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning
by Artur d'Avila Garcez et al

05-15-2019

Autonomous Penetration Testing using Reinforcement Learning
by Jonathon Schwartz et al

05-14-2019

QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning
by Kyunghwan Son et al

05-14-2019

Bias-Reduced Hindsight Experience Replay with Virtual Goal Prioritization
by Binyamin Manela et al

05-16-2019

Derived Codebooks for High-Accuracy Nearest Neighbor Search
by Fabien André et al

05-15-2019

Synthesis of Provably Correct Autonomy Protocols for Shared Control
by Murat Cubuktepe et al

05-17-2019

MaMiC: Macro and Micro Curriculum for Robotic Reinforcement Learning
by Manan Tomar et al

05-16-2019

Fairness in Machine Learning with Tractable Models
by Michael Varley et al

05-16-2019

Meta Reinforcement Learning with Task Embedding and Shared Policy
by Lin Lan et al

05-16-2019

Mastering the Game of Sungka from Random Play
by Darwin Bautista et al

05-16-2019

Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader
by Wenhan Xiong et al

05-17-2019

A critique of the DeepSec Platform for Security Analysis of Deep Learning Models
by Nicholas Carlini

05-15-2019

Neural Query Language: A Knowledge Base Query Language for Tensorflow
by William W. Cohen et al

05-17-2019

TBQ(σσ): Improving Efficiency of Trace Utilization for Off-Policy Reinforcement Learning
by Longxiang Shi et al

05-16-2019

Scalable Graph Embeddings via Sparse Transpose Proximities
by Yuan Yin et al

05-14-2019

American Sign Language Alphabet Recognition using Deep Learning
by Nikhil Kasukurthi et al

05-16-2019

Formal derivation of Mesh Neural Networks with their Forward-Only gradient Propagation
by Federico A. Galatolo et al

05-14-2019

A Unified Linear-Time Framework for Sentence-Level Discourse Parsing
by Xiang Lin et al

05-17-2019

Plotting Marksons Mistress
by Kelleher Conor et al

05-17-2019

Dont Blame Distributional Semantics if it cant do Entailment
by Matthijs Westera et al

05-14-2019

The Algonauts Project: A Platform for Communication between the Sciences of Biological and Artificial Intelligence
by Radoslaw Martin Cichy et al

05-16-2019

Autonomous Vehicle Control: End-to-end Learning in Simulated Urban Environments
by Hege Haavaldsen et al

05-14-2019

Trajectory-Based Off-Policy Deep Reinforcement Learning
by Andreas Doerr et al

05-16-2019

Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection
by Aditya Kuppa et al

05-14-2019

Data Markets to support AI for All: Pricing, Valuation and Governance
by Ramesh Raskar et al

05-16-2019

Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables
by Friso H. Kingma et al

05-16-2019

KitcheNette: Predicting and Recommending Food Ingredient Pairings using Siamese Neural Networks
by Donghyeon Park et al

05-15-2019

Modern Problems Require Modern Solutions: Hybrid Concepts for Industrial Intrusion Detection
by Simon D. Duque Anton et al

05-15-2019

Learning-based Single-step Quantitative Susceptibility Mapping Reconstruction Without Brain Extraction
by Hongjiang Wei et al

05-16-2019

Knowledge-Based Sequential Decision-Making Under Uncertainty
by Daoming Lyu

05-16-2019

Collaborative Interactive Learning -- A clarification of terms and a differentiation from other research fields
by Tom Hanika et al

05-14-2019

Knowledge-based multi-level aggregation for decision aid in the machining industry
by Mathieu Ritou et al

05-14-2019

Imputing Missing Events in Continuous-Time Event Streams
by Hongyuan Mei et al

05-14-2019

TauRieL: Targeting Traveling Salesman Problem with a deep reinforcement learning inspired architecture
by Gorker Alp Malazgirt et al

05-16-2019

Learning from Context: Exploiting and Interpreting File Path Information for Better Malware Detection
by Adarsh Kyadige et al

05-15-2019

Survival of the Fittest in PlayerUnknown BattleGround
by Brij Rokad et al

05-14-2019

Crowdsourcing Data Acquisition via Social Networks
by Wen Zhang et al

05-17-2019

How Case Based Reasoning Explained Neural Networks: An XAI Survey of Post-Hoc Explanation-by-Example in ANN-CBR Twins
by Mark T Keane et al

05-16-2019

A Correctness Result for Synthesizing Plans With Loops in Stochastic Domains
by Laszlo Treszkai et al

05-15-2019

ELIMINATION from Design to Analysis
by Ahmed Khalifa et al

05-15-2019

Improved Safe Real-time Heuristic Search
by Bence Cserna et al

05-14-2019

Quantitative Logic Reasoning
by Marcelo Finger

05-14-2019

DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills
by Benoît Choffin et al

05-14-2019

A Clinical Approach to Training Effective Data Scientists
by Kit T Rodolfa et al

05-14-2019

Successor Options: An Option Discovery Framework for Reinforcement Learning
by Rahul Ramesh et al

05-17-2019

Approximation of the objective insensitivity regions using Hierarchic Memetic Strategy coupled with Covariance Matrix Adaptation Evolutionary Strategy
by Jakub Sawicki et al

05-14-2019

Parallel genetic algorithm for planning safe and optimal route for ship
by Ivan Yanchin et al

05-14-2019

Timeline-based Planning and Execution with Uncertainty: Theory, Modeling Methodologies and Practice
by Alessandro Umbrico

05-14-2019

Fixed-price Diffusion Mechanism Design
by Tianyi Zhang et al

 
Craig Smith