2021.5.24 AI papers

 

05-20-2021

Pseudo Pixel-level Labeling for Images with Evolving Content
by Sara Mousavi et al

05-19-2021

Content-Augmented Feature Pyramid Network with Light Linear Transformers
by Yongxiang Gu et al

05-20-2021

Survey and Perspective on Social Emotions in Robotics
by Chie Hieida et al

05-19-2021

Analyzing Machine Learning Approaches for Online Malware Detection in Cloud
by Jeffrey C Kimmell et al

05-19-2021

Copyright in Generative Deep Learning
by Giorgio Franceschelli et al

05-18-2021

Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes
by Sumit Pai et al

05-19-2021

The State of AI Ethics Report (January 2021)
by Abhishek Gupta et al

05-20-2021

DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts using a Single Camera
by William McNally et al

05-21-2021

An Explainable Classification Model for Chronic Kidney Disease Patients
by Pedro A. Moreno-Sanchez

05-21-2021

Efficient Temporal Piecewise-Linear Numeric Planning with Lazy Consistency Checking
by Josef Bajada et al

05-21-2021

Dynamic Filters in Graph Convolutional Neural Networks
by Andrea Apicella et al

05-19-2021

iTelos- Building reusable knowledge graphs
by Fausto Giunchiglia et al

05-19-2021

Diversity in Kemeny Rank Aggregation: A Parameterized Approach
by Emmanuel Arrighi et al

05-20-2021

Navigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation
by Sam Devlin et al

05-21-2021

Yes We Care! -- Certification for Machine Learning Methods through the Care Label Framework
by Katharina Morik et al

05-18-2021

Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition
by Bo Liu et al

05-20-2021

Evaluating the Correctness of Explainable AI Algorithms for Classification
by Orcun Yalcin et al

05-18-2021

MedSensor: Medication Adherence Monitoring Using Neural Networks on Smartwatch Accelerometer Sensor Data
by Chrisogonas Odhiambo et al

05-21-2021

Multi-Agent Deep Reinforcement Learning using Attentive Graph Neural Architectures for Real-Time Strategy Games
by Won Joon Yun et al

05-21-2021

Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation
by Shumeng Li et al

05-21-2021

Entropy-based Discovery of Summary Causal Graphs in Time Series
by Karim Assaad et al

05-19-2021

Stratified Data Integration
by Fausto Giunchiglia et al

05-20-2021

Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection
by Shirong Shen et al

05-20-2021

Optimizing Neural Network Weights using Nature-Inspired Algorithms
by Wael Korani et al

05-19-2021

Online Selection of Diverse Committees
by Virginie Do et al

05-18-2021

Adaptive ABAC Policy Learning: A Reinforcement Learning Approach
by Leila Karimi et al

05-18-2021

Contrastive Model Inversion for Data-Free Knowledge Distillation
by Gongfan Fang et al

05-20-2021

Nonlinear Hawkes Process with Gaussian Process Self Effects
by Noa Malem-Shinitski et al

05-19-2021

Latent Gaussian Model Boosting
by Fabio Sigrist

05-19-2021

Compositional Processing Emerges in Neural Networks Solving Math Problems
by Jacob Russin et al

05-19-2021

Predicting Flight Delay with Spatio-Temporal Trajectory Convolutional Network and Airport Situational Awareness Map
by Wei Shao et al

05-18-2021

Sparsity Prior Regularized Q-learning for Sparse Action Tasks
by Jing-Cheng Pang et al

05-20-2021

Cross-domain Imitation from Observations
by Dripta S. Raychaudhuri et al

05-19-2021

Classifying concepts via visual properties
by Fausto Giunchiglia et al

05-19-2021

Explainable Health Risk Predictor with Transformer-based Medicare Claim Encoder
by Chuhong Lahlou et al

05-20-2021

Probabilistic and Variational Recommendation Denoising
by Yu Wang et al

05-18-2021

Fast Game Content Adaptation Through Bayesian-based Player Modelling
by Miguel González-Duque et al

05-20-2021

Epistemic Planning with Attention as a Bounded Resource
by Gaia Belardinelli et al

05-18-2021

Reconfiguring Hybrid Systems Using SAT
by Kaja Balzereit et al

05-19-2021

VSGM -- Enhance robot task understanding ability through visual semantic graph
by Cheng Yu Tsai et al

05-18-2021

RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance
by Udit Gupta et al

05-21-2021

Fact-driven Logical Reasoning
by Siru Ouyang et al

05-20-2021

Improving Generation and Evaluation of Visual Stories via Semantic Consistency
by Adyasha Maharana et al

05-20-2021

Unified Dual-view Cognitive Model for Interpretable Claim Verification
by Lianwei Wu et al

05-20-2021

Objective-aware Traffic Simulation via Inverse Reinforcement Learning
by Guanjie Zheng et al

05-19-2021

The State of AI Ethics Report (Volume 4)
by Abhishek Gupta et al

05-19-2021

Guaranteeing Maximin Shares: Some Agents Left Behind
by Hadi Hosseini et al

05-19-2021

Surprisingly Popular Voting Recovers Rankings, Surprisingly!
by Hadi Hosseini et al

05-19-2021

Program Synthesis as Dependency Quantified Formula Modulo Theory
by Priyanka Golia et al

05-20-2021

AGSFCOS: Based on attention mechanism and Scale-Equalizing pyramid network of object detection
by Li Wang et al

05-18-2021

A Contraction Theory Approach to Optimization Algorithms from Acceleration Flows
by Pedro Cisneros-Velarde et al

05-20-2021

Evaluating Robustness over High Level Driving Instruction for Autonomous Driving
by Florence Carton et al

05-21-2021

Intriguing Properties of Vision Transformers
by Muzammal Naseer et al

05-21-2021

On Explaining Random Forests with SAT
by Yacine Izza et al

05-21-2021

Stance Detection with BERT Embeddings for Credibility Analysis of Information on Social Media
by Hema Karande et al

05-20-2021

BigCQ: A large-scale synthetic dataset of competency question patterns formalized into SPARQL-OWL query templates
by Dawid Wiśniewski et al

05-20-2021

Towards a Sample Efficient Reinforcement Learning Pipeline for Vision Based Robotics
by Maxence Mahe et al

05-19-2021

Music Generation using Deep Learning
by Vaishali Ingale et al

05-18-2021

Human Motion Prediction Using Manifold-Aware Wasserstein GAN
by Baptiste Chopin et al

05-18-2021

Fast and Slow Learning of Recurrent Independent Mechanisms
by Kanika Madan et al

05-19-2021

VOILA: Visual-Observation-Only Imitation Learning for Autonomous Navigation
by Haresh Karnan et al

05-19-2021

A Novel lightweight Convolutional Neural Network, ExquisiteNetV2
by Shyh Yaw Jou et al

05-20-2021

A comprehensive comparative evaluation and analysis of Distributional Semantic Models
by Alessandro Lenci et al

05-19-2021

Geographic Question Answering: Challenges, Uniqueness, Classification, and Future Directions
by Gengchen Mai et al

05-18-2021

Zorro: Valid, Sparse, and Stable Explanations in Graph Neural Networks
by Thorben Funke et al

05-18-2021

Stylized Story Generation with Style-Guided Planning
by Xiangzhe Kong et al

05-18-2021

CFR-MIX: Solving Imperfect Information Extensive-Form Games with Combinatorial Action Space
by Shuxin Li et al

05-18-2021

Confronting Structural Inequities in AI for Education
by Michael Madaio et al

05-21-2021

On the use of feature-maps and parameter control for improved quality-diversity meta-evolution
by David M. Bossens et al

05-21-2021

Pretrained Language Models for Text Generation: A Survey
by Junyi Li et al

05-20-2021

Robust Unsupervised Multi-Object Tracking in Noisy Environments
by C. -H. Huck Yang et al

05-19-2021

Designing AI-based Conversational Agent for Diabetes Care in a Multilingual Context
by Thuy-Trinh Nguyen et al

05-21-2021

Towards a Universal NLG for Dialogue Systems and Simulators with Future Bridging
by Philipp Ennen et al

05-21-2021

Ensemble Quantile Networks: Uncertainty-Aware Reinforcement Learning with Applications in Autonomous Driving
by Carl-Johan Hoel et al

05-21-2021

Edelmans Steps Toward a Conscious Artifact
by Jeffrey L. Krichmar

05-20-2021

Fed-EINI: An Efficient and Interpretable Inference Framework for Decision Tree Ensembles in Federated Learning
by Xiaolin Chen et al

05-18-2021

Implementation and Evaluation of a Multivariate Abstraction-Based, Interval-Based Dynamic Time-Warping Method as a Similarity Measure for Longitudinal Medical Records
by Yuval Shahar et al

05-18-2021

DACBench: A Benchmark Library for Dynamic Algorithm Configuration
by Theresa Eimer et al

05-19-2021

Federated Artificial Intelligence for Unified Credit Assessment
by Minh-Duc Hoang et al

05-19-2021

Social Behaviour Understanding using Deep Neural Networks: Development of Social Intelligence Systems
by Ethan Lim Ding Feng et al

05-20-2021

EMface: Detecting Hard Faces by Exploring Receptive Field Pyraminds
by Leilei Cao et al

05-21-2021

Elliptical Ordinal Embedding
by Aïssatou Diallo et al

05-19-2021

Attack on practical speaker verification system using universal adversarial perturbations
by Weiyi Zhang et al

05-18-2021

Graph Neural Networks for Decentralized Multi-Robot Submodular Action Selection
by Lifeng Zhou et al

05-20-2021

Probing the Effect of Selection Bias on NN Generalization with a Thought Experiment
by John K. Tsotsos et al

05-20-2021

AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-ray
by Nkechinyere N. Agu et al

05-18-2021

AI and Ethics -- Operationalising Responsible AI
by Liming Zhu et al

05-20-2021

Fair and Efficient Resource Allocation with Partial Information
by Daniel Halpern et al

05-21-2021

Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices
by Mustafa Ayazoglu

05-21-2021

Driving-Signal Aware Full-Body Avatars
by Timur Bagautdinov et al

05-20-2021

IDEAL: Independent Domain Embedding Augmentation Learning
by Zhiyuan Chen et al

05-21-2021

Probabilistic Sufficient Explanations
by Eric Wang et al

05-21-2021

Distinguishing artefacts: evaluating the saturation point of convolutional neural networks
by Ric Real et al

05-19-2021

Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images
by Guang-Quan Zhou et al

05-18-2021

Link Prediction on N-ary Relational Facts: A Graph-based Approach
by Quan Wang et al

05-18-2021

AI and Shared Prosperity
by Katya Klinova et al

05-20-2021

Multi-Perspective Anomaly Detection
by Manav Madan et al

05-18-2021

Deep Reinforcement Learning for Optimal Stopping with Application in Financial Engineering
by Abderrahim Fathan et al

05-20-2021

A Rule Mining-Based Advanced Persistent Threats Detection System
by Sidahmed Benabderrahmane et al

05-20-2021

To do or not to do: finding causal relations in smart homes
by Kanvaly Fadiga et al

05-20-2021

Towards Personalized Fairness based on Causal Notion
by Yunqi Li et al

05-20-2021

CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues
by Bo-Hsiang Tseng et al

05-18-2021

Zero-Shot Recommender Systems
by Hao Ding et al

05-18-2021

Markdowns in E-Commerce Fresh Retail: A Counterfactual Prediction and Multi-Period Optimization Approach
by Junhao Hua et al

05-20-2021

Data Curation and Quality Assurance for Machine Learning-based Cyber Intrusion Detection
by Haihua Chen et al

05-21-2021

Visual representation of negation: Real world data analysis on comic image design
by Yuri Sato et al

05-19-2021

Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection
by Lucas N. Alegre et al

05-19-2021

MLBiNet: A Cross-Sentence Collective Event Detection Network
by Dongfang Lou et al

05-18-2021

NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions
by Junbin Xiao et al

05-18-2021

Machine learning on knowledge graphs for context-aware security monitoring
by Josep Soler Garrido et al

05-18-2021

Parametrization invariant interpretation of priors and posteriors
by Jesus Cerquides

05-18-2021

Sample Efficient Linear Meta-Learning by Alternating Minimization
by Kiran Koshy Thekumparampil et al

05-19-2021

Provable Guarantees on the Robustness of Decision Rules to Causal Interventions
by Benjie Wang et al

05-19-2021

More Similar Values, More Trust? -- the Effect of Value Similarity on Trust in Human-Agent Interaction
by Siddharth Mehrotra et al

05-20-2021

Simple Transparent Adversarial Examples
by Jaydeep Borkar et al

05-20-2021

Variational Gaussian Topic Model with Invertible Neural Projections
by Rui Wang et al

05-18-2021

Learning to Route via Theory-Guided Residual Network
by Chang Liu et al

05-19-2021

Explainable Tsetlin Machine framework for fake news detection with credibility score assessment
by Bimal Bhattarai et al

05-18-2021

Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms
by Xiaocheng Tang et al

05-18-2021

ASM2TV: An Adaptive Semi-Supervised Multi-Task Multi-View Learning Framework
by Zekai Chen et al

05-18-2021

CoTexT: Multi-task Learning with Code-Text Transformer
by Long Phan et al

05-18-2021

IntFormer: Predicting pedestrian intention with the aid of the Transformer architecture
by J. Lorenzo et al

05-18-2021

DCAP: Deep Cross Attentional Product Network for User Response Prediction
by Zekai Chen et al

05-21-2021

Revisiting the Negative Data of Distantly Supervised Relation Extraction
by Chenhao Xie et al

05-18-2021

Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising
by Dongbo Xi et al

05-19-2021

Local Aggressive Adversarial Attacks on 3D Point Cloud
by Yiming Sun et al

05-19-2021

Errors-in-Variables for deep learning: rethinking aleatoric uncertainty
by Jörg Martin et al

05-19-2021

Trilevel and Multilevel Optimization using Monotone Operator Theory
by Allahkaram Shafiei et al

05-19-2021

Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation
by Giovanni Bonetta et al

05-18-2021

Actively Learning Concepts and Conjunctive Queries under ELr-Ontologies
by Maurice Funk et al

05-19-2021

Investigating Math Word Problems using Pretrained Multilingual Language Models
by Minghuan Tan et al

05-19-2021

Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive Care
by Hua Zheng et al

 
Craig Smith