2021.11.8 AI papers

11-02-2021	Graph Tree Deductive Networks by Seokjun Kim et al
11-05-2021	NAS-Bench-x11 and the Power of Learning Curves by Shen Yan et al
11-03-2021	Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies by Tim Seyde et al
11-04-2021	A control method for solving high-dimensional Hamiltonian systems through deep neural networks by Shaolin Ji et al
11-02-2021	Efficient hierarchical Bayesian inference for spatio-temporal regression models in neuroimaging by Ali Hashemi et al
11-03-2021	Deployment Optimization for Shared e-Mobility Systems with Multi-agent Deep Neural Search by Man Luo et al
11-05-2021	Epidemic inference through generative neural networks by Indaco Biazzo et al
11-04-2021	Predictive Machine Learning of Objective Boundaries for Solving COPs by Helge Spieker et al
11-05-2021	Interpreting Representation Quality of DNNs for 3D Point Cloud Processing by Wen Shen et al
11-05-2021	POSHAN: Cardinal POS Pattern Guided Attention for News Headline Incongruence by Rahul Mishra et al
11-05-2021	An Empirical Study of Neural Kernel Bandits by Michal Lisicki et al
11-02-2021	Instructive artificial intelligence (AI) for human training, assistance, and explainability by Nicholas Kantack et al
11-02-2021	Predicting the Location of Bicycle-sharing Stations using OpenStreetMap Data by Kamil Raczycki
11-04-2021	Characterizing Human Explanation Strategies to Inform the Design of Explainable AI for Building Damage Assessment by Donghoon Shin et al
11-04-2021	Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples by Kanghyun Choi et al
11-04-2021	A text autoencoder from transformer for fast encoding language representation by Tan Huang
11-03-2021	Partial supervision for the FeTA challenge 2021 by Lucas Fidon et al
11-04-2021	Successor Feature Neural Episodic Control by David Emukpere et al
11-05-2021	Dialogue Inspectional Summarization with Factual Inconsistency Awareness by Leilei Gan et al
11-04-2021	B-Pref: Benchmarking Preference-Based Reinforcement Learning by Kimin Lee et al
11-03-2021	On the Effectiveness of Interpretable Feedforward Neural Network by Miles Q. Li et al
11-02-2021	OpenPrompt: An Open-source Framework for Prompt-learning by Ning Ding et al
11-02-2021	OSOA: One-Shot Online Adaptation of Deep Generative Models for Lossless Compression by Chen Zhang et al
11-02-2021	Classification of Goods Using Text Descriptions With Sentences Retrieval by Eunji Lee et al
11-02-2021	iCallee: Recovering Call Graphs for Binaries by Wenyu Zhu et al
11-05-2021	DVFL: A Vertical Federated Learning Method for Dynamic Data by Yuzhi Liang et al
11-03-2021	Data Synthesis for Testing Black-Box Machine Learning Models by Diptikalyan Saha et al
11-03-2021	Image-Guided Navigation of a Robotic Ultrasound Probe for Autonomous Spinal Sonography Using a Shadow-aware Dual-Agent Framework by Keyu Li et al
11-03-2021	Curriculum Offline Imitation Learning by Minghuan Liu et al
11-04-2021	Skeleton-Split Framework using Spatial Temporal Graph Convolutional Networks for Action Recogntion by Motasem Alsawadi et al
11-02-2021	Obvious Manipulability of Voting Rules by Haris Aziz et al
11-02-2021	WaveSense: Efficient Temporal Convolutions with Spiking Neural Networks for Keyword Spotting by Philipp Weidel et al
11-05-2021	Increasing Fairness in Predictions Using Bias Parity Score Based Loss Function Regularization by Bhanu Jain et al
11-02-2021	Detecting Logical Relation In Contract Clauses by Alexandre Yukio Ichida et al
11-02-2021	Recursive Bayesian Networks: Generalising and Unifying Probabilistic Context-Free Grammars and Dynamic Bayesian Networks by Robert Lieck et al
11-03-2021	HoneyCar: A Framework to Configure HoneypotVulnerabilities on the Internet of Vehicles by Sakshyam Panda et al
11-03-2021	Can I use this publicly available dataset to build commercial AI software? Most likely not by Gopi Krishnan Rajbahadur et al
11-03-2021	Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training by Zhengyan Li et al
11-04-2021	Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugging by Gusseppe Bravo-Rocca et al
11-05-2021	Regular Decision Processes for Grid Worlds by Nicky Lenaers et al
11-02-2021	Off-Policy Correction for Deep Deterministic Policy Gradient Algorithms via Batch Prioritized Experience Replay by Dogan C. Cicek et al
11-02-2021	From Strings to Data Science: a Practical Framework for Automated String Handling by John W. van Lith et al
11-04-2021	Human Age Estimation from Gene Expression Data using Artificial Neural Networks by Salman Mohamadi et al
11-04-2021	Learning Model Predictive Controllers for Real-Time Ride-Hailing Vehicle Relocation and Pricing Decisions by Enpeng Yuan et al
11-03-2021	Resampling and super-resolution of hexagonally sampled images using deep learning by Dylan Flaute et al
11-04-2021	LILA: Language-Informed Latent Actions by Siddharth Karamcheti et al
11-02-2021	Solving Partial Differential Equations with Point Source Based on Physics-Informed Neural Networks by Xiang Huang et al
11-02-2021	A Survey of Fairness-Aware Federated Learning by Yuxin Shi et al
11-04-2021	Optimised Playout Implementations for the Ludii General Game System by Dennis J. N. J. Soemers et al
11-04-2021	Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods by Peru Bhardwaj et al
11-05-2021	Solving Traffic4Cast Competition with U-Net and Temporal Domain Adaptation by Vsevolod Konyakhin et al
11-02-2021	Equivariant Deep Dynamical Model for Motion Prediction by Bahar Azari et al
11-02-2021	Dealing With Misspecification In Fixed-Confidence Linear Top-m Identification by Clémence Réda et al
11-02-2021	A Hybrid Approach for Learning to Shift and Grasp with Elaborate Motion Primitives by Zohar Feldman et al
11-03-2021	Smooth Imitation Learning via Smooth Costs and Smooth Policies by Sapana Chaudhary et al
11-04-2021	CoreLM: Coreference-aware Language Model Fine-Tuning by Nikolaos Stylianou et al
11-05-2021	Dynamic Human-Robot Role Allocation based on Human Ergonomics Risk Prediction and Robot Actions Adaptation by Elena Merlo et al
11-04-2021	Generalization in Dexterous Manipulation via Geometry-Aware Multi-Task Learning by Wenlong Huang et al
11-02-2021	Convolutional generative adversarial imputation networks for spatio-temporal missing data in storm surge simulations by Ehsan Adeli et al
11-04-2021	Whistleblower protection in the digital age -- why anonymous is not enough. Towards an interdisciplinary view of ethical dilemmas by Bettina Berendt et al
11-05-2021	DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder by Andreas Papachristodoulou et al
11-02-2021	Discovering and Exploiting Sparse Rewards in a Learned Behavior Space by Giuseppe Paolo et al
11-03-2021	Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods by Desi R. Ivanova et al
11-03-2021	Building Legal Datasets by Jerrold Soh
11-03-2021	Balanced Q-learning: Combining the Influence of Optimistic and Pessimistic Targets by Thommen George Karimpanal et al
11-05-2021	On the Impact of Temporal Representations on Metaphor Detection by Giorgio Ottolina et al
11-03-2021	Graph Tree Memory Networks by Seokjun Kim et al
11-05-2021	Automated Supervised Feature Selection for Differentiated Patterns of Care by Catherine Wanjiru et al
11-03-2021	Multivariate feature ranking of gene expression data by Fernando Jiménez et al
11-02-2021	A Review of Dialogue Systems: From Trained Monkeys to Stochastic Parrots by Atharv Singh Patlan et al
11-04-2021	A Cyber Threat Intelligence Sharing Scheme based on Federated Learning for Network Intrusion Detection by Mohanad Sarhan et al
11-03-2021	The Powerful Use of AI in the Energy Sector: Intelligent Forecasting by Erik Blasch et al
11-05-2021	Remote Sensing Image Super-resolution and Object Detection: Benchmark and State of the Art by Yi Wang et al
11-05-2021	Collaborative Graph Contrastive Learning: Data Augmentation Composition May Not be Necessary for Graph Representation Learning by Yuxiang Ren et al
11-03-2021	Marriage is a Peach and a Chalice: Modelling Cultural Symbolism on the SemanticWeb by Bruno Sartini et al
11-03-2021	Exploring Explainable AI in the Financial Sector: Perspectives of Banks and Supervisory Authorities by Ouren Kuiper et al
11-04-2021	Imagine Networks by Seokjun Kim et al
11-04-2021	Unsupervised Learning of Compositional Energy Concepts by Yilun Du et al
11-04-2021	A System for General In-Hand Object Re-Orientation by Tao Chen et al
11-02-2021	HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks by Mojan Javaheripi et al
11-02-2021	Dehumanizing Voice Technology: Phonetic & Experiential Consequences of Restricted Human-Machine Interaction by Christian Hildebrand et al
11-02-2021	UQuAD1.0: Development of an Urdu Question Answering Training Data for Machine Reading Comprehension by Samreen Kazi et al
11-02-2021	Improving Classifier Training Efficiency for Automatic Cyberbullying Detection with Feature Density by Juuso Eronen et al
11-03-2021	Roadmap on Signal Processing for Next Generation Measurement Systems by D. K. Iakovidis et al
11-03-2021	A Causality-based Graphical Test to obtain an Optimal Blocking Set for Randomized Experiments by Abhishek K. Umrawal
11-03-2021	Ensembles of Double Random Forest by M. A. Ganaie et al
11-03-2021	Convolutional Motif Kernel Networks by Jonas C. Ditz et al
11-04-2021	Deep Artificial Intelligence for Fantasy Football Language Understanding by Aaron Baughman et al
11-04-2021	Engagement Decision Support for Beyond Visual Range Air Combat by Joao P. A. Dantas et al
11-02-2021	LogAvgExp Provides a Principled and Performant Global Pooling Operator by Scott C. Lowe et al
11-02-2021	Recent Advances in End-to-End Automatic Speech Recognition by Jinyu Li
11-03-2021	A Meta-Learned Neuron model for Continual Learning by Rodrigue Siry
11-02-2021	Certifiable Artificial Intelligence Through Data Fusion by Erik Blasch et al
11-03-2021	Automatic ultrasound vessel segmentation with deep spatiotemporal context learning by Baichuan Jiang et al
11-05-2021	Solving the Class Imbalance Problem Using a Counterfactual Method for Data Augmentation by Mohammed Temraz et al
11-05-2021	SocialVec: Social Entity Embeddings by Nir Lotan et al
11-03-2021	Evaluation of Tree Based Regression over Multiple Linear Regression for Non-normally Distributed Data in Battery Performance by Shovan Chowdhury et al
11-02-2021	Modeling and Automating Public Announcement Logic with Relativized Common Knowledge as a Fragment of HOL in LogiKEy by Christoph Benzmüller et al
11-02-2021	Assessing Effectiveness of Using Internal Signals for Check-Worthy Claim Identification in Unlabeled Data for Automated Fact-Checking by Archita Pathak et al
11-04-2021	A Unified View of Relational Deep Learning for Polypharmacy Side Effect, Combination Synergy, and Drug-Drug Interaction Prediction by Benedek Rozemberczki et al
11-04-2021	GraphSearchNet: Enhancing GNNs via Capturing Global Dependency for Semantic Code Search by Shangqing Liu et al
11-03-2021	Proximal Policy Optimization with Continuous Bounded Action Space via the Beta Distribution by Irving G. B. Petrazzini et al
11-03-2021	Model-Based Episodic Memory Induces Dynamic Hybrid Controls by Hung Le et al
11-03-2021	Unified 3D Mesh Recovery of Humans and Animals by Learning Animal Exercise by Kim Youwang et al
11-04-2021	Large Scale Diverse Combinatorial Optimization: ESPN Fantasy Football Player Trades by Aaron Baughman et al
11-05-2021	Visualizing the Emergence of Intermediate Visual Patterns in DNNs by Mingjie Li et al
11-04-2021	Big Data Testing Techniques: Taxonomy, Challenges and Future Trends by Iram Arshad et al
11-04-2021	Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning by Dhruv Shah et al
11-04-2021	EditGAN: High-Precision Semantic Image Editing by Huan Ling et al
11-04-2021	An overview of event extraction and its applications by Jiangwei Liu et al
11-05-2021	Learning to Cooperate with Unseen Agent via Meta-Reinforcement Learning by Rujikorn Charakorn et al
11-02-2021	Fitness Landscape Footprint: A Framework to Compare Neural Architecture Search Problems by Kalifou René Traoré et al
11-02-2021	A trained humanoid robot can perform human-like crossmodal social attention conflict resolution by Di Fu et al
11-04-2021	Generative Adversarial Network for Probabilistic Forecast of Random Dynamical System by Kyongmin Yeo et al
11-02-2021	Procedural Generalization by Planning with Self-Supervised World Models by Ankesh Anand et al
11-04-2021	Sensory attenuation develops as a result of sensorimotor experience by Hayato Idei et al
11-04-2021	Tea Chrysanthemum Detection under Unstructured Environments Using the TC-YOLO Model by Chao Qi et al
11-03-2021	Multistep traffic speed prediction: A deep learning based approach using latent space mapping considering spatio-temporal dependencies by Shatrughan Modi et al
11-03-2021	Autonomous Attack Mitigation for Industrial Control Systems by John Mern et al
11-05-2021	A Unified Game-Theoretic Interpretation of Adversarial Robustness by Jie Ren et al
11-04-2021	Attacking Deep Reinforcement Learning-Based Traffic Signal Control Systems with Colluding Vehicles by Ao Qu et al
11-04-2021	Adversarial Attacks on Graph Classification via Bayesian Optimisation by Xingchen Wan et al
11-02-2021	Meta-Learning the Search Distribution of Black-Box Random Search Based Adversarial Attacks by Maksym Yatsura et al
11-02-2021	ArchABM: an agent-based simulator of human interaction with the built environment. CO2CO2 and viral load analysis for indoor air quality by Iñigo Martinez et al
11-02-2021	Envelope Imbalance Learning Algorithm based on Multilayer Fuzzy C-means Clustering and Minimum Interlayer discrepancy by Fan Li et al
11-02-2021	Learning Robotic Ultrasound Scanning Skills via Human Demonstrations and Guided Explorations by Xutian Deng et al
11-02-2021	Integrating Pretrained Language Model for Dialogue Policy Learning by Hongru Wang et al
11-03-2021	Rethinking the Image Feature Biases Exhibited by Deep CNN Models by Dawei Dai et al
11-03-2021	Lingua Custodias participation at the WMT 2021 Machine Translation using Terminologies shared task by Melissa Ailem et al
11-05-2021	Meta-Forecasting by combining Global DeepRepresentations with Local Adaptation by Riccardo Grazzi et al
11-04-2021	Multi-Objective Constrained Optimization for Energy Applications via Tree Ensembles by Alexander Thebelt et al
11-05-2021	Structure-aware Image Inpainting with Two Parallel Streams by Zhilin Huang et al
11-05-2021	A Data-driven Approach to Neural Architecture Search Initialization by Kalifou René Traoré et al
11-02-2021	Strategyproof and Proportionally Fair Facility Location by Haris Aziz et al
11-02-2021	AI Ethics Statements -- Analysis and lessons learnt from NeurIPS Broader Impact Statements by Carolyn Ashurst et al
11-02-2021	Improved Loss Function-Based Prediction Method of Extreme Temperatures in Greenhouses by Liao Qu et al
11-02-2021	Learning to Explore by Reinforcement over High-Level Options by Liu Juncheng et al
11-02-2021	Elucidating Noisy Data via Uncertainty-Aware Robust Learning by Jeongeun Park et al
11-03-2021	On Semantic Cognition, Inductive Generalization, and Language Models by Kanishka Misra
11-03-2021	Categorical Difference and Related Brain Regions of the Attentional Blink Effect by Renzhou Gui et al
11-04-2021	Deep Learning Methods for Daily Wildfire Danger Forecasting by Ioannis Prapas et al
11-05-2021	Exploiting a Zoo of Checkpoints for Unseen Tasks by Jiaji Huang et al