2020.12.21 AI papers

12-15-2020	Object-based attention for spatio-temporal reasoning: Outperforming neuro-symbolic models with flexible distributed architectures by David Ding et al
12-17-2020	Deep Molecular Dreaming: Inverse machine learning for de-novo molecular design and interpretability with surjective representations by Cynthia Shen et al
12-17-2020	Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image by Ronghang Hu et al
12-17-2020	Content Masked Loss: Human-Like Brush Stroke Planning in a Reinforcement Learning Painting Agent by Peter Schaldenbrand et al
12-17-2020	ViNG: Learning Open-World Navigation with Visual Goals by Dhruv Shah et al
12-17-2020	Toward Transformer-Based Object Detection by Josh Beal et al
12-17-2020	On the experimental feasibility of quantum state reconstruction via machine learning by Sanjaya Lohani et al
12-16-2020	Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces by Bert Moons et al
12-17-2020	Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning by Rafael Peres da Silva et al
12-17-2020	Exploring Fluent Query Reformulations with Text-to-Text Transformers and Reinforcement Learning by Jerry Zikun Chen et al
12-16-2020	uBAM: Unsupervised Behavior Analysis and Magnification using Deep Learning by Biagio Brattoli et al
12-16-2020	Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection by Edward Raff et al
12-18-2020	Instance Space Analysis for the Car Sequencing Problem by Yuan Sun et al
12-15-2020	Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification by Kecheng Zheng et al
12-18-2020	Exact Reduction of Huge Action Spaces in General Reinforcement Learning by Sultan Javed Majeed et al
12-15-2020	StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding by Jinshan Zeng et al
12-17-2020	Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning by Matthieu Zimmer et al
12-17-2020	Multi-Modal Depth Estimation Using Convolutional Neural Networks by Sadique Adnan Siddiqui et al
12-16-2020	S3CNet: A Sparse Semantic Scene Completion Network for LiDAR Point Clouds by Ran Cheng et al
12-16-2020	Neural Pruning via Growing Regularization by Huan Wang et al
12-17-2020	Efficient CNN-LSTM based Image Captioning using Neural Network Compression by Harshit Rampal et al
12-16-2020	Do You Do Yoga? Understanding Twitter Users Types and Motivations using Social and Textual Information by Tunazzina Islam et al
12-17-2020	Weakly-Supervised Action Localization and Action Recognition using Global-Local Attention of 3D CNN by Novanto Yudistira et al
12-16-2020	Relational Boosted Bandits by Ashutosh Kakadiya et al
12-17-2020	Continual Lifelong Learning in Natural Language Processing: A Survey by Magdalena Biesialska et al
12-17-2020	XAI-P-T: A Brief Review of Explainable Artificial Intelligence from Practice to Theory by Nazanin Fouladgar et al
12-15-2020	Confluence of Artificial Intelligence and High Performance Computing for Accelerated, Scalable and Reproducible Gravitational Wave Detection by E. A. Huerta et al
12-16-2020	Assessing COVID-19 Impacts on College Students via Automated Processing of Free-form Text by Ravi Sharma et al
12-17-2020	SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning by Hanrui Wang et al
12-18-2020	On Modality Bias in the TVQA Dataset by Thomas Winterbottom et al
12-15-2020	On how Cognitive Computing will plan your next Systematic Review by Maisie Badami et al
12-15-2020	Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks by Cunchao Zhu et al
12-17-2020	Towards Optimal District Heating Temperature Control in China with Deep Reinforcement Learning by Adrien Le-Coz et al
12-17-2020	cif-based collaborative decoding for end-to-end contextual speech recognition by Minglun Han et al
12-17-2020	On the eigenvector bias of Fourier feature networks: From regression to solving multi-scale PDEs with physics-informed neural networks by Sifan Wang et al
12-17-2020	Unsupervised Learning of Discourse Structures using a Tree Autoencoder by Patrick Huber et al
12-15-2020	A Response Retrieval Approach for Dialogue Using a Multi-Attentive Transformer by Matteo A. Senese et al
12-16-2020	Graph integration of structured, semistructured and unstructured data for data journalism by Angelos-Christos Anadiotis et al
12-17-2020	Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree by Hezam Albaqami et al
12-16-2020	Learning from the Best: Rationalizing Prediction by Adversarial Information Calibration by Lei Sha et al
12-16-2020	ColorShapeLinks: A Board Game AI Competition for Educators and Students by Nuno Fachada
12-15-2020	VSQL: Variational Shadow Quantum Learning for Classification by Guangxi Li et al
12-16-2020	Multilingual Evidence Retrieval and Fact Verification to Combat Global Disinformation: The Power of Polyglotism by Denisa A. O. Roberts
12-16-2020	R22-Net: Relation of Relation Learning Network for Sentence Semantic Matching by Kun Zhang et al
12-17-2020	Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs by Marcel Wienöbst et al
12-15-2020	Sequential Attacks on Kalman Filter-based Forward Collision Warning Systems by Yuzhe Ma et al
12-16-2020	Measuring Disentanglement: A Review of Metrics by Julian Zaidi et al
12-15-2020	Nested Named Entity Recognition with Partially-Observed TreeCRFs by Yao Fu et al
12-16-2020	Discovering New Intents with Deep Aligned Clustering by Hanlei Zhang et al
12-18-2020	A Benchmark Arabic Dataset for Commonsense Explanation by Saja AL-Tawalbeh et al
12-17-2020	Model-free and Bayesian Ensembling Model-based Deep Reinforcement Learning for Particle Accelerator Control Demonstrated on the FERMI FEL by Simon Hirlaender et al
12-15-2020	Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs by Karol Desnos et al
12-18-2020	STNet: Scale Tree Network with Multi-level Auxiliator for Crowd Counting by Mingjie Wang et al
12-16-2020	Unsupervised Image Segmentation using Mutual Mean-Teaching by Zhichao Wu et al
12-15-2020	Keyword-Guided Neural Conversational Model by Peixiang Zhong et al
12-17-2020	RainBench: Towards Global Precipitation Forecasting from Satellite Imagery by Christian Schroeder de Witt et al
12-16-2020	Multi-type Disentanglement without Adversarial Training by Lei Sha et al
12-15-2020	Mitigating bias in calibration error estimation by Rebecca Roelofs et al
12-15-2020	DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition by Weizhou Shen et al
12-17-2020	Intrinsically Motivated Goal-Conditioned Reinforcement Learning: a Short Survey by Cédric Colas et al
12-17-2020	EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders by Siddharth Biswal et al
12-15-2020	A new perspective of paramodulation complexity by solving massive 8 puzzles by Ruo Ando et al
12-17-2020	Research Reproducibility as a Survival Analysis by Edward Raff
12-15-2020	Policy Optimization as Online Learning with Mediator Feedback by Alberto Maria Metelli et al
12-18-2020	HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection by Binny Mathew et al
12-16-2020	Building domain specific lexicon based on TikTok comment dataset by Hao Jiaxiang
12-15-2020	Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information by Qi Chang et al
12-15-2020	Relation-Aware Neighborhood Matching Model for Entity Alignment by Yao Zhu et al
12-18-2020	Hierarchical principles of embodied reinforcement learning: A review by Manfred Eppe et al
12-15-2020	Designing a Mobile Social and Vocational Reintegration Assistant for Burn-out Outpatient Treatment by Patrick Gebhard et al
12-17-2020	Computational principles of intelligence: learning and reasoning with neural networks by Abel Torres Montoya
12-16-2020	Building and Using Personal Knowledge Graph to Improve Suicidal Ideation Detection on Social Media by Lei Cao et al
12-15-2020	Objective-Based Hierarchical Clustering of Deep Embedding Vectors by Stanislav Naumov et al
12-16-2020	AdjointBackMap: Reconstructing Effective Decision Hypersurfaces from CNN Layers Using Adjoint Operators by Qing Wan et al
12-15-2020	Efficient Clustering from Distributions over Topics by Carlos Badenes-Olmedo et al
12-16-2020	Infrastructure for Artificial Intelligence, Quantum and High Performance Computing by William Gropp et al
12-15-2020	Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization by Valerio Perrone et al
12-15-2020	Grounding Artificial Intelligence in the Origins of Human Behavior by Eleni Nisioti et al
12-17-2020	Predicting Decisions in Language Based Persuasion Games by Reut Apel et al
12-15-2020	Towards a 6G AI-Native Air Interface by Jakob Hoydis et al
12-15-2020	CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts by Peixiang Zhong et al
12-16-2020	Multi-Task Learning in Diffractive Deep Neural Networks via Hardware-Software Co-design by Yingjie Li et al
12-17-2020	High-Throughput Synchronous Deep RL by Iou-Jen Liu et al
12-15-2020	Open Problems in Cooperative AI by Allan Dafoe et al
12-17-2020	Helping Reduce Environmental Impact of Aviation with Machine Learning by Ashish Kapoor
12-18-2020	Small Business Classification By Name: Addressing Gender and Geographic Origin Biases by Daniel Shapiro
12-15-2020	BeBold: Exploration Beyond the Boundary of Explored Regions by Tianjun Zhang et al
12-16-2020	You Are What You Tweet: Profiling Users by Past Tweets to Improve Hate Speech Detection by Prateek Chaudhry et al
12-18-2020	MASSIVE: Tractable and Robust Bayesian Learning of Many-Dimensional Instrumental Variable Models by Ioan Gabriel Bucur et al
12-18-2020	Voronoi Progressive Widening: Efficient Online Solvers for Continuous Space MDPs and POMDPs with Provably Optimal Components by Michael H. Lim et al
12-16-2020	On Exploiting Hitting Sets for Model Reconciliation by Stylianos Loukas Vasileiou et al
12-17-2020	Enhancing Balanced Graph Edge Partition with Effective Local Search by Zhenyu Guo et al
12-18-2020	Semantics and explanation: why counterfactual explanations produce adversarial examples in deep neural networks by Kieran Browne et al
12-15-2020	Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions by Yifeng Guo et al
12-16-2020	Series Saliency: Temporal Interpretation for Multivariate Time Series Forecasting by Qingyi Pan et al
12-16-2020	Applying Deutschs concept of good explanations to artificial intelligence and neuroscience -- an initial exploration by Daniel C. Elton
12-16-2020	Study on the Large Batch Size Training of Neural Networks Based on the Second Order Gradient by Fengli Gao et al
12-16-2020	More Industry-friendly: Federated Learning with High Efficient Design by Dingwei Li et al
12-15-2020	Semantic Annotation for Tabular Data by Udayan Khurana et al
12-18-2020	Reconstructing a single-head formula to facilitate logical forgetting by Paolo Liberatore
12-18-2020	Which Heroes to Pick? Learning to Draft in MOBA Games with Neural Networks and Tree Search by Sheng Chen et al
12-18-2020	Neural Network Embeddings for Test Case Prioritization by João Lousada et al
12-15-2020	Exacerbating Algorithmic Bias through Fairness Attacks by Ninareh Mehrabi et al
12-16-2020	TEMImageNet and AtomSegNet Deep Learning Training Library and Models for High-Precision Atom Segmentation, Localization, Denoising, and Super-resolution Processing of Atom-Resolution Scanning TEM Images by Ruoqian Lin et al
12-17-2020	Artificial Intelligence ordered 3D vertex importance by Iva Vasic et al
12-18-2020	Mention Extraction and Linking for SQL Query Generation by Jianqiang Ma et al
12-15-2020	Modeling Heterogeneous Statistical Patterns in High-dimensional Data by Adversarial Distributions: An Unsupervised Generative Framework by Han Zhang et al
12-15-2020	Quantum d-separation and quantum belief propagation by Robert R. Tucci
12-16-2020	LIREx: Augmenting Language Inference with Relevant Explanation by Xinyan Zhao et al
12-15-2020	AsyncTaichi: Whole-Program Optimizations for Megakernel Sparse Computation and Differentiable Programming by Yuanming Hu et al
12-17-2020	Can Transformers Reason About Effects of Actions? by Pratyay Banerjee et al
12-16-2020	LiveMap: Real-Time Dynamic Map in Automotive Edge Computing by Qiang Liu et al
12-15-2020	Towards open and expandable cognitive AI architectures for large-scale multi-agent human-robot collaborative learning by Georgios Th. Papadopoulos et al
12-15-2020	Schema Extraction on Semi-structured Data by Panpan Li et al
12-17-2020	Predicting Events In MOBA Games: Dataset, Attribution, and Evaluation by Zelong Yang et al
12-15-2020	Multi-Modal Anomaly Detection for Unstructured and Uncertain Environments by Tianchen Ji et al
12-15-2020	Smart Mobility Ontology: Current Trends and Future Directions by Ali Yazdizadeh et al
12-15-2020	Distant-Supervised Slot-Filling for E-Commerce Queries by Saurav Manchanda et al
12-15-2020	Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting by Li Mengzhang et al
12-15-2020	A Deep Graph Neural Networks Architecture Design: From Global Pyramid-like Shrinkage Skeleton to Local Topology Link Rewiring by Gege Zhang
12-15-2020	Scalable Verification of Quantized Neural Networks (Technical Report) by Thomas A. Henzinger et al
12-16-2020	L\evy walks derived from a Bayesian decision-making model in non-stationary environments by Shuji Shinohara et al
12-17-2020	Game-theoretic Models of Moral and Other-Regarding Agents by Gabriel Istrate
12-17-2020	An Improved Approach for Estimating Social POI Boundaries With Textual Attributes on Social Media by Cong Tran et al
12-15-2020	Online Learning Demands in Max-min Fairness by Kirthevasan Kandasamy et al
12-16-2020	Communicative Message Passing for Inductive Relation Reasoning by Sijie Mai et al
12-16-2020	Knowledge Graphs in Manufacturing and Production: A Systematic Literature Review by Georg Buchgeher et al
12-16-2020	Solving the Travelling Thief Problem based on Item Selection Weight and Reverse Order Allocation by Lei Yang et al
12-15-2020	Deep Learning Based Classification of Unsegmented Phonocardiogram Spectrograms Leveraging Transfer Learning by Kaleem Nawaz Khan et al
12-16-2020	AutoDis: Automatic Discretization for Embedding Numerical Features in CTR Prediction by Huifeng Guo et al
12-15-2020	Rule Extraction from Binary Neural Networks with Convolutional Rules for Model Validation by Sophie Burkhardt et al
12-15-2020	Indecision Modeling by Duncan C McElfresh et al
12-15-2020	Intrusion detection in computer systems by using artificial neural networks with Deep Learning approaches by Sergio Hidalgo-Espinoza et al
12-17-2020	Binomial Tails for Community Analysis by Omid Madani et al
12-16-2020	Investigating ADR mechanisms with knowledge graph mining and explainable AI by Emmanuel Bresso et al
12-15-2020	Bayes Meets Entailment and Prediction: Commonsense Reasoning with Non-monotonicity, Paraconsistency and Predictive Accuracy by Hiroyuki Kido et al
12-16-2020	Planning From Pixels in Atari With Learned Symbolic Representations by Andrea Dittadi et al
12-15-2020	A Systematic Mapping Study in AIOps by Paolo Notaro et al