2021.5.31 AI papers

 

05-27-2021

Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion
by Yinyu Lan et al

05-27-2021

Maria: A Visual Experience Powered Conversational Agent
by Zujie Liang et al

05-26-2021

Robust Navigation for Racing Drones based on Imitation Learning and Modularization
by Tianqi Wang et al

05-28-2021

Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture
by Alison O'Shea et al

05-28-2021

Learning Approximate and Exact Numeral Systems via Reinforcement Learning
by Emil Carlsson et al

05-26-2021

A Comprehensive Survey on Community Detection with Deep Learning
by Xing Su et al

05-26-2021

Automatic Construction of Sememe Knowledge Bases via Dictionaries
by Fanchao Qi et al

05-28-2021

Improving Generalization in Mountain Car Through the Partitioned Parameterized Policy Approach via Quasi-Stochastic Gradient Descent
by Caleb M. Bowyer

05-28-2021

Confident in the Crowd: Bayesian Inference to Improve Data Labelling in Crowdsourcing
by Pierce Burke et al

05-26-2021

An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum Physics
by Emanuele Guidotti et al

05-27-2021

Stochastic Intervention for Causal Inference via Reinforcement Learning
by Tri Dung Duong et al

05-25-2021

Providing Meaningful Data Summarizations Using Examplar-based Clustering in Industry 4.0
by Philipp-Jan Honysz et al

05-27-2021

Training With Data Dependent Dynamic Learning Rates
by Shreyas Saxena et al

05-27-2021

Learning Model-Based Vehicle-Relocation Decisions for Real-Time Ride-Sharing: Hybridizing Learning and Optimization
by Enpeng Yuan et al

05-25-2021

A New Score for Adaptive Tests in Bayesian and Credal Networks
by Alessandro Antonucci et al

05-25-2021

Bridging the Gap Between Explainable AI and Uncertainty Quantification to Enhance Trustability
by Dominik Seuß

05-26-2021

LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond
by Daniel Loureiro et al

05-26-2021

Calibrated prediction in and out-of-domain for state-of-the-art saliency modeling
by Akis Linardos et al

05-28-2021

Knowledge Inheritance for Pre-trained Language Models
by Yujia Qin et al

05-25-2021

Small and large scale critical infrastructures detection based on deep learning using high resolution orthogonal images
by Pérez-Hernández Francisco et al

05-25-2021

NEUer at SemEval-2021 Task 4: Complete Summary Representation by Filling Answers into Question for Matching Reading Comprehension
by Zhixiang Chen et al

05-25-2021

Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks
by Jianhao Ding et al

05-25-2021

Learning Bipedal Robot Locomotion from Human Movement
by Michael Taylor et al

05-25-2021

Provable Representation Learning for Imitation with Contrastive Fourier Features
by Ofir Nachum et al

05-26-2021

Propositional Encodings of Acyclicity and Reachability by using Vertex Elimination
by Masood Feyzbakhsh Rankooh et al

05-28-2021

Accelerating BERT Inference for Sequence Labeling via Early-Exit
by Xiaonan Li et al

05-28-2021

Data Augmentation for Text Generation Without Any Augmented Data
by Wei Bi et al

05-25-2021

Extending the Abstraction of Personality Types based on MBTI with Machine Learning and Natural Language Processing
by Carlos Basto

05-26-2021

Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics
by Luyang Kong et al

05-26-2021

Neural Radiosity
by Saeed Hadadan et al

05-27-2021

Neural Entity Recognition with Gazetteer based Fusion
by Qing Sun et al

05-26-2021

BSNN: Towards Faster and Better Conversion of Artificial Neural Networks to Spiking Neural Networks with Bistable Neurons
by Yang Li et al

05-26-2021

Estimating Fund-Raising Performance for Start-up Projects from a Market Graph Perspective
by Likang Wu et al

05-27-2021

Self-Supervised Multimodal Opinion Summarization
by Jinbae Im et al

05-25-2021

Unbiased Asymmetric Actor-Critic for Partially Observable Reinforcement Learning
by Andrea Baisero et al

05-26-2021

ATRIA: A Bit-Parallel Stochastic Arithmetic Based Accelerator for In-DRAM CNN Processing
by Supreeth Mysore Shivanandamurthy et al

05-25-2021

GraphFM: Graph Factorization Machines for Feature Interaction Modeling
by Zekun Li et al

05-25-2021

Trajectory Modeling via Random Utility Inverse Reinforcement Learning
by Anselmo R. Pitombeira-Neto et al

05-28-2021

A proxemics game between festival visitors and an industrial robot
by Brigitte Krenn et al

05-27-2021

AndroidEnv: A Reinforcement Learning Platform for Android
by Daniel Toyama et al

05-26-2021

Stochastic Intervention for Causal Effect Estimation
by Tri Dung Duong et al

05-26-2021

Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems
by Xijun Li et al

05-28-2021

Using Convolutional Neural Networks for Relative Pose Estimation of a Non-Cooperative Spacecraft with Thermal Infrared Imagery
by Maxwell Hogan et al

05-26-2021

Multi-turn Dialog System on Single-turn Data in Medical Domain
by Nazib Sorathiya et al

05-27-2021

Model Selection for Production System via Automated Online Experiments
by Zhenwen Dai et al

05-25-2021

Towards Understanding the Condensation of Two-layer Neural Networks at Initial Training
by Zhi-Qin John Xu et al

05-28-2021

Chromatic and spatial analysis of one-pixel attacks against an image classifier
by Janne Alatalo et al

05-27-2021

TENSILE: A Tensor granularity dynamic GPU memory scheduler method towards multiple dynamic workloads system
by Kaixin Zhang et al

05-25-2021

Graph Self Supervised Learning: the BT, the HSIC, and the VICReg
by Sayan Nag

05-25-2021

Predicting Human Card Selection in Magic: The Gathering with Contextual Preference Ranking
by Timo Bertram et al

05-26-2021

Unsupervised Video Summarization via Multi-source Features
by Hussain Kanafani et al

05-27-2021

Embedded Vision for Self-Driving on Forest Roads
by Sorin Grigorescu et al

05-27-2021

Exploitation vs Caution: Risk-sensitive Policies for Offline Learning
by Giorgio Angelotti et al

05-25-2021

FNAS: Uncertainty-Aware Fast Neural Architecture Search
by Jihao Liu et al

05-25-2021

LENs: a Python library for Logic Explained Networks
by Pietro Barbiero et al

05-25-2021

Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting
by Yi Cheng et al

05-27-2021

Geodesy of irregular small bodies via neural density fields: geodesyNets
by Dario Izzo et al

05-26-2021

Composition and Application of Current Advanced Driving Assistance System: A Review
by Xinran Li et al

05-25-2021

Analogical discovery of disordered perovskite oxides by crystal structure information hidden in unsupervised material fingerprints
by Achintha Ihalage et al

05-26-2021

Social-IWSTCNN: A Social Interaction-Weighted Spatio-Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios
by Chi Zhang et al

05-28-2021

Network Activities Recognition and Analysis Based on Supervised Machine Learning Classification Methods Using J48 and Na\ive Bayes Algorithm
by Fan Huang

05-27-2021

Tracking Without Re-recognition in Humans and Machines
by Drew Linsley et al

05-28-2021

Spatial-Temporal Dual Graph Neural Networks for Travel Time Estimation
by Guangyin Jin et al

05-25-2021

FENXI: Deep-learning Traffic Analytics at the Edge
by Massimo Gallo et al

05-25-2021

Exploring Autoencoder-Based Error-Bounded Compression for Scientific Data
by Jinyang Liu et al

05-25-2021

Predicting Links on Wikipedia with Anchor Text Information
by Robin Brochier et al

05-26-2021

Finding optimal strategies in sequential games with the novel selection monad
by Johannes Hartmann

05-26-2021

Blurs Make Results Clearer: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness
by Namuk Park et al

05-28-2021

Fragmentation; a Tool for Finding Information, Encryption and Data Flow in Systems
by Douglas Kirkpatrick et al

05-26-2021

Basic and Depression Specific Emotion Identification in Tweets: Multi-label Classification Experiments
by Nawshad Farruque et al

05-26-2021

What will they do? Modelling self-evacuation archetypes
by Dhirendra Singh et al

05-25-2021

Quantifying Uncertainty in Deep Spatiotemporal Forecasting
by Dongxia Wu et al

05-25-2021

Graph Based Link Prediction between Human Phenotypes and Genes
by Rushabh Patel et al

05-26-2021

General Game Heuristic Prediction Based on Ludeme Descriptions
by Matthew Stephenson et al

05-27-2021

Algebras of Sets and Coherent Sets of Gambles
by Juerg Kohlas et al

05-26-2021

Predicting invasive ductal carcinoma using a Reinforcement Sample Learning Strategy using Deep Learning
by Rushabh Patel

05-26-2021

Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers
by Yujia Bao et al

05-26-2021

Automatic design of quantum feature maps
by Sergio Altares-López et al

05-28-2021

Fair and Adventurous Enumeration of Quantifier Instantiations
by Mikoláš Janota et al

05-25-2021

Graph Neural Network Based VC Investment Success Prediction
by Shiwei Lyu et al

05-25-2021

From Motor Control to Team Play in Simulated Humanoid Football
by Siqi Liu et al

05-26-2021

Computer Vision and Conflicting Values: Describing People with Automated Alt Text
by Margot Hanley et al

05-25-2021

Database Workload Characterization with Query Plan Encoders
by Debjyoti Paul et al

05-27-2021

2nd Place Solution for IJCAI-PRICAI 2020 3D AI Challenge: 3D Object Reconstruction from A Single Image
by Yichen Cao et al

05-27-2021

A Computational Model of the Institutional Analysis and Development Framework
by Nieves Montes

05-27-2021

A Framework for Explainable Concept Drift Detection in Process Mining
by Jan Niklas Adams et al

05-26-2021

DSLR: Dynamic to Static LiDAR Scan Reconstruction Using Adversarially Trained Autoencoder
by Prashant Kumar et al

05-28-2021

Training of SSD(Single Shot Detector) for Facial Detection using Nvidia Jetson Nano
by Saif Ur Rehman et al

05-25-2021

Bi-objective Search with Bi-directional A*
by Saman Ahmadi et al

05-27-2021

ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning
by Thomas Dopierre et al

05-28-2021

Relation Matters in Sampling: A Scalable Multi-Relational Graph Neural Network for Drug-Drug Interaction Prediction
by Arthur Feeney et al

05-27-2021

ILDC for CJPE: Indian Legal Documents Corpus for Court JudgmentPrediction and Explanation
by Vijit Malik et al

05-25-2021

Transfer Learning and Curriculum Learning in Sokoban
by Zhao Yang et al

05-27-2021

Efficient and Accurate Gradients for Neural SDEs
by Patrick Kidger et al

05-26-2021

Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services
by Jinyu Tian et al

05-27-2021

Hybrid Encoding For Generating Large Scale Game Level Patterns With Local Variations Using a GAN
by Jacob Schrum et al

05-27-2021

Selective Knowledge Distillation for Neural Machine Translation
by Fusheng Wang et al

05-27-2021

Feature Reuse and Fusion for Real-time Semantic segmentation
by Tan Sixiang

05-26-2021

Explaining Ridesharing: Selection of Explanations for Increasing User Satisfaction
by David Zar et al

05-28-2021

A Survey on Anomaly Detection for Technical Systems using LSTM Networks
by Benjamin Lindemann et al

05-26-2021

Convex Combination Belief Propagation Algorithms
by Anna Grim et al

05-28-2021

THINK: A Novel Conversation Model for Generating Grammatically Correct and Coherent Responses
by Bin Sun et al

05-26-2021

NNCFR: Minimize Counterfactual Regret with Neural Networks
by Huale Li et al

05-28-2021

Cisco at SemEval-2021 Task 5: Whats Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments
by Sreyan Ghosh et al

05-26-2021

Incomplete MaxSAT Approaches for Combinatorial Testing
by Carlos Ansótegui et al

05-26-2021

XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data
by Eloise Withnell et al

05-28-2021

A nearly Blackwell-optimal policy gradient method
by Vektor Dewanto et al

05-25-2021

Efficiently Explaining CSPs with Unsatisfiable Subset Optimization
by Emilio Gamba et al

05-27-2021

Inspecting the concept knowledge graph encoded by modern language models
by Carlos Aspillaga et al

05-26-2021

Image-Based Plant Wilting Estimation
by Changye Yang et al

05-27-2021

Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation
by Lewei Yao et al

05-28-2021

Changing the World by Changing the Data
by Anna Rogers

05-26-2021

Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI
by Ali Raza et al

05-27-2021

Deep Ensembles from a Bayesian Perspective
by Lara Hoffmann et al

05-27-2021

A Modular and Transferable Reinforcement Learning Framework for the Fleet Rebalancing Problem
by Erotokritos Skordilis et al

05-27-2021

Differentially Private Densest Subgraph Detection
by Dung Nguyen et al

05-26-2021

MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles
by Li Yang et al

05-27-2021

Open-world Machine Learning: Applications, Challenges, and Opportunities
by Jitendra Parmar et al

05-25-2021

Towards Teachable Autonomous Agents
by Olivier Sigaud et al

05-28-2021

Robust Regularization with Adversarial Labelling of Perturbed Samples
by Xiaohui Guo et al

05-27-2021

Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval
by Zijing Ou et al

05-27-2021

How saccadic vision might help with theinterpretability of deep networks
by Iana Sereda et al

05-27-2021

Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria
by Gabriele Farina et al

05-28-2021

Lightweight Cross-Lingual Sentence Representation Learning
by Zhuoyuan Mao et al

05-28-2021

A General Taylor Framework for Unifying and Revisiting Attribution Methods
by Huiqi Deng et al

05-25-2021

An Integrated Dynamic Method for Allocating Roles and Planning Tasks for Mixed Human-Robot Teams
by Fabio Fusaro et al

05-26-2021

Smile Like You Mean It: Driving Animatronic Robotic Face with Learned Models
by Boyuan Chen et al

05-28-2021

Domain-Adaptive Pretraining Methods for Dialogue Understanding
by Han Wu et al

05-28-2021

Inside ASCENT: Exploring a Deep Commonsense Knowledge Base and its Usage in Question Answering
by Tuan-Phong Nguyen et al

05-25-2021

Information algebras of coherent sets of gambles in general possibility spaces
by Juerg Kohlas et al

05-25-2021

ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
by Yuanmeng Yan et al

 
Craig Smith