2021.7.12 AI papers

07-07-2021	RISAN: Robust Instance Specific Abstention Network by Bhavya Kalra et al
07-06-2021	Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation by Yufei Wang et al
07-08-2021	Quantum belief function by Qianli Zhou et al
07-06-2021	How to Discover a Semantic Web Service by Knowing Its Functionality Parameters by Golsa Heidari et al
07-06-2021	Integrating Circle Kernels into Convolutional Neural Networks by Kun He et al
07-06-2021	Comparing PCG metrics with Human Evaluation in Minecraft Settlement Generation by Jean-Baptiste Hervé et al
07-09-2021	Rail Topology Ontology: A Rail Infrastructure Base Ontology by Stefan Bischof et al
07-09-2021	RGB Stream Is Enough for Temporal Action Detection by Chenhao Wang et al
07-06-2021	Neural Mixture Models with Expectation-Maximization for End-to-end Deep Clustering by Dumindu Tissera et al
07-08-2021	Bag of Tricks for Neural Architecture Search by Thomas Elsken et al
07-07-2021	Exact Learning Augmented Naive Bayes Classifier by Shouta Sugahara et al
07-07-2021	Evaluating the progress of Deep Reinforcement Learning in the real world: aligning domain-agnostic and domain-specific research by Juan Jose Garau-Luis et al
07-08-2021	Demystifying the Draft EU Artificial Intelligence Act by Michael Veale et al
07-06-2021	Multi-Level Graph Contrastive Learning by Pengpeng Shao et al
07-06-2021	Depth-Aware Multi-Grid Deep Homography Estimation with Contextual Correlation by Lang Nie et al
07-06-2021	MAJORITY-3SAT (and Related Problems) in Polynomial Time by Shyan Akmal et al
07-08-2021	A Systematic Survey of Text Worlds as Embodied Natural Language Environments by Peter A Jansen
07-07-2021	Structured Denoising Diffusion Models in Discrete State-Spaces by Jacob Austin et al
07-06-2021	Harnessing Heterogeneity: Learning from Decomposed Feedback in Bayesian Modeling by Kai Wang et al
07-07-2021	Graphing else matters: exploiting aspect opinions and ratings in explainable graph-based recommendations by Iván Cantador et al
07-08-2021	A Dataset and Method for Hallux Valgus Angle Estimation Based on Deep Learing by Ningyuan Xu et al
07-06-2021	An Evaluation of Machine Learning and Deep Learning Models for Drought Prediction using Weather Data by Weiwei Jiang et al
07-07-2021	Mitigating Performance Saturation in Neural Marked Point Processes: Architectures and Loss Functions by Tianbo Li et al
07-06-2021	Meta-Reinforcement Learning for Heuristic Planning by Ricardo Luna Gutierrez et al
07-06-2021	Keiki: Towards Realistic Danmaku Generation via Sequential GANs by Ziqi Wang et al
07-06-2021	Causal Bandits on General Graphs by Aurghya Maiti et al
07-08-2021	Inspiration through Observation: Demonstrating the Influence of Automatically Generated Text on Creative Writing by Melissa Roemmele
07-09-2021	A Comparison of Contextual and Non-Contextual Preference Ranking for Set Addition Problems by Timo Bertram et al
07-07-2021	A convolutional neural network for teeth margin detection on 3-dimensional dental meshes by Hu Chen et al
07-07-2021	Hierarchical Semantic Segmentation using Psychometric Learning by Lu Yin et al
07-08-2021	Computational Benefits of Intermediate Rewards for Hierarchical Planning by Yuexiang Zhai et al
07-09-2021	An ontology for the formalization and visualization of scientific knowledge by Vincenzo Daponte et al
07-08-2021	Learning to Delegate for Large-scale Vehicle Routing by Sirui Li et al
07-08-2021	Multi-Modality Task Cascade for 3D Object Detection by Jinhyung Park et al
07-07-2021	Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling by Emily Dinan et al
07-08-2021	Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning by Nicolò Botteghi et al
07-06-2021	A Short Note on the Relationship of Information Gain and Eluder Dimension by Kaixuan Huang et al
07-08-2021	Exploiting the relationship between visual and textual features in social networks for image classification with zero-shot deep learning by Luis Lucas et al
07-08-2021	Offline Meta-Reinforcement Learning with Online Self-Supervision by Vitchyr H. Pong et al
07-06-2021	RAM-VO: Less is more in Visual Odometry by Iury Cleveston et al
07-06-2021	Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review by Irene Li et al
07-06-2021	RoboCup@Home Education 2020 Best Performance: RoboBreizh, a modular approach by Antoine Dizet et al
07-07-2021	Nested Counterfactual Identification from Arbitrary Surrogate Experiments by Juan D Correa et al
07-06-2021	Learned Visual Navigation for Under-Canopy Agricultural Robots by Arun Narenthiran Sivakumar et al
07-09-2021	Attend2Pack: Bin Packing through Deep Reinforcement Learning with Attention by Jingwei Zhang et al
07-09-2021	Adversarial Mixture Density Networks: Learning to Drive Safely from Collision Data by Sampo Kuutti et al
07-09-2021	ARC: Adversarially Robust Control Policies for Autonomous Vehicles by Sampo Kuutti et al
07-09-2021	WinoCNN: Kernel Sharing Winograd Systolic Array for Efficient Convolutional Neural Network Acceleration on FPGAs by Xinheng Liu et al
07-07-2021	Unsupervised Proxy Selection for Session-based Recommender Systems by Junsu Cho et al
07-08-2021	Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space by Menglin Yang et al
07-07-2021	A Graph-based Approach for Mitigating Multi-sided Exposure Bias in Recommender Systems by Masoud Mansoury et al
07-08-2021	Quadruplet Deep Metric Learning Model for Imbalanced Time-series Fault Diagnosis by Xingtai Gui et al
07-08-2021	Bootstrapping Generalization of Process Models Discovered From Event Data by Artem Polyvyanyy et al
07-09-2021	Offline reinforcement learning with uncertainty for treatment strategies in sepsis by Ran Liu et al
07-09-2021	Batch Inverse-Variance Weighting: Deep Heteroscedastic Regression by Vincent Mai et al
07-08-2021	Probabilistic Time Series Forecasting with Implicit Quantile Networks by Adèle Gouttes et al
07-06-2021	Question Answering over Knowledge Graphs with Neural Machine Translation and Entity Linking by Daniel Diomedi et al
07-07-2021	R2F: A Remote Retraining Framework for AIoT Processors with Computing Errors by Dawen Xu et al
07-06-2021	SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers by Danfeng Hong et al
07-08-2021	A Review of Bangla Natural Language Processing Tasks and the Utility of Transformer Models by Firoj Alam et al
07-07-2021	Deep Structural Point Process for Learning Temporal Interaction Networks by Jiangxia Cao et al
07-07-2021	Adaptive Stress Testing for Adversarial Learning in a Financial Environment by Khalid El-Awady
07-07-2021	Levels of explainable artificial intelligence for human-aligned conversational explanations by Richard Dazeley et al
07-08-2021	Degrees of riskiness, falsifiability, and truthlikeness. A neo-Popperian account applicable to probabilistic theories by Leander Vignero et al
07-08-2021	Privacy Concerns in Chatbot Interactions: When to Trust and When to Worry by Rahime Belen Saglam et al
07-06-2021	Quadruped Locomotion on Non-Rigid Terrain using Reinforcement Learning by Taehei Kim et al
07-07-2021	SelfCF: A Simple Framework for Self-supervised Collaborative Filtering by Xin Zhou et al
07-08-2021	Scaling Gaussian Processes with Derivative Information Using Variational Inference by Misha Padidar et al
07-07-2021	Regularization-based Continual Learning for Fault Prediction in Lithium-Ion Batteries by Benjamin Maschler et al
07-09-2021	Exploring Dropout Discriminator for Domain Adaptation by Vinod K Kurmi et al
07-07-2021	Neural Contextual Bandits without Regret by Parnian Kassraie et al
07-06-2021	A Model-Driven Engineering Approach to Machine Learning and Software Modeling by Armin Moin et al
07-07-2021	Enhancing an Intelligent Digital Twin with a Self-organized Reconfiguration Management based on Adaptive Process Models by Timo Müller et al
07-09-2021	Integrating Planning, Execution and Monitoring in the presence of Open World Novelties: Case Study of an Open World Monopoly Solver by Sriram Gopalakrishnan et al
07-09-2021	Understanding surrogate explanations: the interplay between complexity, fidelity and coverage by Rafael Poyiadzi et al
07-09-2021	Multimodal Icon Annotation For Mobile Applications by Xiaoxue Zang et al
07-09-2021	Aligning an optical interferometer with beam divergence control and continuous action space by Stepan Makarenko et al
07-06-2021	Neural Computing by Ayushe Gangal et al
07-09-2021	Learning Interaction-aware Guidance Policies for Motion Planning in Dense Traffic Scenarios by Bruno Brito et al

07-07-2021	WeClick: Weakly-Supervised Video Semantic Segmentation with Click Annotations by Peidong Liu et al
07-07-2021	A Survey on Data Augmentation for Text Classification by Markus Bayer et al
07-07-2021	Federated Learning for Multi-Center Imaging Diagnostics: A Study in Cardiovascular Disease by Akis Linardos et al
07-07-2021	Deep Learning for Two-Sided Matching by Sai Srivatsa Ravindranath et al
07-06-2021	VidLanKD: Improving Language Understanding via Video-Distilled Knowledge Transfer by Zineng Tang et al
07-08-2021	Active Safety Envelopes using Light Curtains with Probabilistic Guarantees by Siddharth Ancha et al
07-09-2021	How to choose an Explainability Method? Towards a Methodical Implementation of XAI in Practice by Tom Vermeire et al
07-07-2021	Intensity Prediction of Tropical Cyclones using Long Short-Term Memory Network by Koushik Biswas et al
07-07-2021	Urban Tree Species Classification Using Aerial Imagery by Emily Waters et al
07-07-2021	Rating and aspect-based opinion graph embeddings for explainable recommendations by Iván Cantador et al
07-06-2021	ML-Quadrat & DriotData: A Model-Driven Engineering Tool and a Low-Code Platform for Smart IoT Services by Armin Moin et al
07-06-2021	Enabling Un-/Semi-Supervised Machine Learning for MDSE of the Real-World CPS/IoT Applications by Armin Moin et al
07-08-2021	Imitation by Predicting Observations by Andrew Jaegle et al
07-07-2021	Federated Learning with Downlink Device Selection by Mohammad Mohammadi Amiri et al
07-06-2021	Automatic size and pose homogenization with spatial transformer network to improve and accelerate pediatric segmentation by Giammarco La Barbera et al
07-08-2021	RMA: Rapid Motor Adaptation for Legged Robots by Ashish Kumar et al
07-09-2021	Semantic Segmentation on Multiple Visual Domains by Floris Naber
07-06-2021	Supervised Bayesian Specification Inference from Demonstrations by Ankit Shah et al
07-06-2021	Does Dataset Complexity Matters for Model Explainers? by José Ribeiro et al
07-06-2021	EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal Data by Florian Haselbeck et al
07-06-2021	On-edge Multi-task Transfer Learning: Model and Practice with Data-driven Task Allocation by Zimu Zheng et al
07-06-2021	A Unified Off-Policy Evaluation Approach for General Value Function by Tengyu Xu et al
07-09-2021	Activated Gradients for Deep Neural Networks by Mei Liu et al
07-06-2021	An Orchestration Platform that Puts Radiologists in the Drivers Seat of AI Innovation: A Methodological Approach by Raphael Y. Cohen et al
07-08-2021	Levi Graph AMR Parser using Heterogeneous Attention by Han He et al
07-08-2021	Validation and Inference of Agent Based Models by D. Townsend
07-06-2021	Identifying negativity factors from social media text corpus using sentiment analysis method by Mohammad Aimal et al
07-07-2021	EchoEA: Echo Information between Entities and Relations for Entity Alignment by Xueyuan Lin et al
07-07-2021	Introducing the structural bases of typicality effects in deep learning by Omar Vidal Pino et al
07-06-2021	Empowering NGOs in Countering Online Hate Messages by Yi-Ling Chung et al
07-06-2021	Dynamical System Parameter Identification using Deep Recurrent Cell Networks by Erdem Akagündüz et al
07-08-2021	Does Form Follow Function? An Empirical Exploration of the Impact of Deep Neural Network Architecture Design on Hardware-Specific Acceleration by Saad Abbasi et al
07-08-2021	Even Faster SNN Simulation with Lazy+Event-driven Plasticity and Shared Atomics by Dennis Bautembach et al
07-07-2021	Contrastive Explanations for Argumentation-Based Conclusions by AnneMarie Borg et al
07-08-2021	CLAIM: Curriculum Learning Policy for Influence Maximization in Unknown Social Networks by Dexun Li et al
07-08-2021	Parallel and Multi-Objective Falsification with Scenic and VerifAI by Kesav Viswanadha et al
07-08-2021	Explainable AI (XAI) for PHM of Industrial Asset: A State-of-The-Art, PRISMA-Compliant Systematic Review by Ahmad Kamal BIN MOHD NOR et al
07-08-2021	CANDLE: Decomposing Conditional and Conjunctive Queries for Task-Oriented Dialogue Systems by Aadesh Gupta et al
07-06-2021	Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning by Maxwell Nye et al
07-08-2021	Robust Counterfactual Explanations on Graph Neural Networks by Mohit Bajaj et al
07-07-2021	Android Security using NLP Techniques: A Review by Sevil Sen et al
07-06-2021	Estimates for the Branching Factors of Atari Games by Mark J. Nelson
07-08-2021	Complete Scanning Application Using OpenCv by Ayushe Gangal et al
07-06-2021	Learning Semantic Segmentation of Large-Scale Point Clouds with Random Sampling by Qingyong Hu et al
07-08-2021	Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation by Yitong Pang et al
07-06-2021	AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning by Biwei Huang et al
07-09-2021	Entropy, Information, and the Updating of Probabilities by Ariel Caticha
07-09-2021	Hoechst Is All You Need: LymphocyteClassification with Deep Learning by Jessica Cooper et al
07-09-2021	Joint Matrix Decomposition for Deep Convolutional Neural Networks Compression by Shaowu Chen et al
07-08-2021	Safe Learning of Lifted Action Models by Brendan Juba et al