2019.05.26 AI papers

 

05-22-2019

Automated shapeshifting for function recovery in damaged robots
by Sam Kriegman et al

05-21-2019

Learning to Prove Theorems via Interacting with Proof Assistants
by Kaiyu Yang et al

05-22-2019

COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration
by Nicholas Watters et al

05-23-2019

Leveraging Uncertainty in Deep Learning for Selective Classification
by Mehmet Yigit Yildirim et al

05-21-2019

CNNs found to jump around more skillfully than RNNs: Compositional generalization in seq2seq convolutional networks
by Roberto Dessì et al

05-21-2019

Textured Neural Avatars
by Aliaksandra Shysheya et al

05-22-2019

Prototype Reminding for Continual Learning
by Mengmi Zhang et al

05-22-2019

Cognitive Model Priors for Predicting Human Decisions
by David D. Bourgin et al

05-21-2019

Revisiting hard thresholding for DNN pruning
by Konstantinos Pitas et al

05-23-2019

Estimating Risk and Uncertainty in Deep Reinforcement Learning
by William R. Clements et al

05-22-2019

Generative Imputation and Stochastic Prediction
by Mohammad Kachuee et al

05-22-2019

What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention
by Antonino Furnari et al

05-22-2019

The Journey is the Reward: Unsupervised Learning of Influential Trajectories
by Jonathan Binas et al

05-23-2019

Augmenting correlation structures in spatial data using deep generative models
by Konstantin Klemmer et al

05-22-2019

Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal
by Alex Long et al

05-23-2019

The Convolutional Tsetlin Machine
by Ole-Christoffer Granmo et al

05-21-2019

Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems
by Chien-Sheng Wu et al

05-21-2019

Exploring Bias in GAN-based Data Augmentation for Small Samples
by Mengxiao Hu et al

05-23-2019

Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring
by Stephan A. Fahrenkrog-Petersen et al

05-21-2019

Stochastic Inverse Reinforcement Learning
by Ce Ju et al

05-21-2019

Can a Humanoid Robot be part of Organizational Work Force? A User Study leveraging on Sentiment Analysis
by Nidhi Mishra et al

05-22-2019

A framework for the extraction of Deep Neural Networks by leveraging public data
by Soham Pal et al

05-22-2019

Spatial Sampling Network for Fast Scene Understanding
by Davide Mazzini et al

05-23-2019

Knowledge Graph Embedding Bi-Vector Models for Symmetric Relation
by Jinkui Yao et al

05-22-2019

Simplified Neural Unsupervised Domain Adaptation
by Timothy A Miller

05-21-2019

Robustness Against Outliers For Deep Neural Networks By Gradient Conjugate Priors
by Pavel Gurevich et al

05-23-2019

Graph Representations for Higher-Order Logic and Theorem Proving
by Aditya Paliwal et al

05-22-2019

FiBiNET: Combining Feature Importance and Bilinear feature Interaction for Click-Through Rate Prediction
by Tongwen Huang et al

05-23-2019

Distributional Policy Optimization: An Alternative Approach for Continuous Control
by Chen Tessler et al

05-21-2019

Augmenting Data with Mixup for Sentence Classification: An Empirical Study
by Hongyu Guo et al

05-23-2019

The African Wildlife Ontology tutorial ontologies: requirements, design, and content
by C Maria Keet

05-23-2019

Deep Q-Learning with Q-Matrix Transfer Learning for Novel Fire Evacuation Environment
by Jivitesh Sharma et al

05-21-2019

Lightweight Network Architecture for Real-Time Action Recognition
by Alexander Kozlov et al

05-21-2019

Hierarchical Reinforcement Learning for Quadruped Locomotion
by Deepali Jain et al

05-23-2019

From semantics to execution: Integrating action planning with reinforcement learning for robotic tool use
by Manfred Eppe et al

05-23-2019

Interpreting a Recurrent Neural Network Model for ICU Mortality Using Learned Binary Masks
by Long V. Ho et al

05-22-2019

Learning Robust Options by Conditional Value at Risk Optimization
by Takuya Hiraoka et al

05-21-2019

Automatic discrete differentiation and its applications
by Ai Ishikawa et al

05-22-2019

Domain Adaptation for Vehicle Detection from Birds Eye View LiDAR Point Cloud Data
by Khaled Saleh et al

05-24-2019

From Here to There: Video Inbetweening Using Direct 3D Convolutions
by Yunpeng Li et al

05-21-2019

Properties and Extensions of Alternating Path Relevance - I
by David A. Plaisted

05-23-2019

Deep density ratio estimation for change point detection
by Haidar Khan et al

05-24-2019

Adaptive Symmetric Reward Noising for Reinforcement Learning
by Refael Vivanti et al

05-22-2019

NTP : A Neural Network Topology Profiler
by Raghavendra Bhat et al

05-24-2019

STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
by Lei Bai et al

05-24-2019

Personalizing Dialogue Agents via Meta-Learning
by Zhaojiang Lin et al

05-24-2019

PCC Net: Perspective Crowd Counting via Spatial Convolutional Network
by Junyu Gao et al

05-22-2019

Neural-Symbolic Argumentation Mining: an Argument in Favour of Deep Learning and Reasoning
by Andrea Galassi et al

05-23-2019

Automatic Generation of Level Maps with the Do Whats Possible Representation
by Daniel Ashlock et al

05-23-2019

Diffusion and Auction on Graphs
by Bin Li et al

05-24-2019

Deploying AI Frameworks on Secure HPC Systems with Containers
by David Brayford et al

05-24-2019

Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing
by Zhi Zhou et al

05-22-2019

A Note on Reasoning on DL-LiteRDL-LiteR with Defeasibility
by Loris Bozzato et al

05-23-2019

Hierarchical Reinforcement Learning for Concurrent Discovery of Compound and Composable Policies
by Domingo Esteban et al

05-24-2019

Neural Temporal-Difference Learning Converges to Global Optima
by Qi Cai et al

05-23-2019

ENIGMAWatch: ProofWatch Meets ENIGMA
by Zarathustra Goertzel et al

05-22-2019

AI-CARGO: A Data-Driven Air-Cargo Revenue Management System
by Stefano Giovanni Rizzo et al

05-22-2019

Reachable Space Characterization of Markov Decision Processes with Time Variability
by Junhong Xu et al

05-23-2019

Digital Normativity: A challenge for human subjectivization and free will
by Éric Fourneret et al

05-23-2019

Privacy-Preserving Obfuscation of Critical Infrastructure Networks
by Ferdinando Fioretto et al

05-22-2019

Minimizing the Negative Side Effects of Planning with Reduced Models
by Sandhya Saisubramanian et al

05-23-2019

Hypothetical answers to continuous queries over data streams
by Luís Cruz-Filipe et al

05-23-2019

Robust Attribution Regularization
by Jiefeng Chen et al

05-23-2019

On modelling the emergence of logical thinking
by Cristian Ivan et al

05-21-2019

Similarity Measure Development for Case-Based Reasoning- A Data-driven Approach
by Deepika Verma et al

05-24-2019

Devil in the Detail: Attack Scenarios in Industrial Applications
by Simon D. Duque Anton et al

 
Craig Smith