2022.1.24 AI papers

01-20-2022	LaMDA: Language Models for Dialog Applications by Romal Thoppilan et al
01-18-2022	Prospective Learning: Back to the Future by Joshua T. Vogelstein et al
01-18-2022	Neural Language Models are Effective Plagiarists by Stella Biderman et al
01-20-2022	Omnivore: A Single Model for Many Visual Modalities by Rohit Girdhar et al
01-20-2022	From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI by Meike Nauta et al
01-20-2022	Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challenges by Nuria Rodríguez-Barroso et al
01-20-2022	End-to-end Generative Pretraining for Multimodal Video Captioning by Paul Hongsuck Seo et al
01-19-2022	ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes by Rahul Sajnani et al
01-20-2022	The Elements of Temporal Sentence Grounding in Videos: A Survey and Future Directions by Hao Zhang et al
01-20-2022	Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis by Aleksandr Perevalov et al
01-20-2022	Cognitive Ledger Project: Towards Building Personal Digital Twins Through Cognitive Blockchain by Amir Reza Asadi
01-18-2022	Convergence of policy gradient for entropy regularized MDPs with neural network approximation in the mean-field regime by Bekzhan Kerimkulov et al
01-20-2022	NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis by Shamsuddeen Hassan Muhammad et al
01-19-2022	CPTAM: Constituency Parse Tree Aggregation Method by Adithya Kulkarni et al
01-20-2022	Signature Entrenchment and Conceptual Changes in Automated Theory Repair by Xue Li et al
01-20-2022	Project smells -- Experiences in Analysing the Software Quality of ML Projects with mllint by Bart van Oort et al
01-19-2022	TourBERT: A pretrained language model for the tourism industry by Veronika Arefieva et al
01-20-2022	Cross-Lingual Text-to-Speech Using Multi-Task Learning and Speaker Classifier Joint Training by J. Yang et al
01-19-2022	Recursive Constraints to Prevent Instability in Constrained Reinforcement Learning by Jaeyoung Lee et al
01-19-2022	Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule Sets by Jun Yuan et al
01-20-2022	From Psychological Curiosity to Artificial Curiosity: Curiosity-Driven Learning in Artificial Intelligence Tasks by Chenyu Sun et al
01-20-2022	Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning by Tongzhou Mu et al
01-20-2022	Priors, Hierarchy, and Information Asymmetry for Skill Transfer in Reinforcement Learning by Sasha Salter et al
01-20-2022	Lifelong Learning Metrics by Alexander New et al
01-18-2022	Unsupervised Multimodal Word Discovery based on Double Articulation Analysis with Co-occurrence cues by Akira Taniguchi et al
01-19-2022	Informative Pseudo-Labeling for Graph Neural Networks with Few Labels by Yayong Li et al
01-18-2022	Label-dependent and event-guided interpretable disease risk prediction using EHRs by Shuai Niu et al
01-21-2022	Gender Bias in Text: Labeled Datasets and Lexicons by Jad Doughman et al
01-19-2022	Superpixel Pre-Segmentation of HER2 Slides for Efficient Annotation by Mathias Öttl et al
01-20-2022	DRTCI: Learning Disentangled Representations for Temporal Causal Inference by Garima Gupta et al
01-20-2022	Self-Awareness Safety of Deep Reinforcement Learning in Road Traffic Junction Driving by Zehong Cao et al
01-20-2022	Transfer Learning for Fault Diagnosis of Transmission Lines by Fatemeh Mohammadi Shakiba et al
01-20-2022	Regional Negative Bias in Word Embeddings Predicts Racial Animus--but only via Name Frequency by Austin van Loon et al
01-21-2022	On the adaptation of recurrent neural networks for system identification by Marco Forgione et al
01-19-2022	Development of Fake News Model using Machine Learning through Natural Language Processing by Sajjad Ahmed et al
01-18-2022	Conservative Distributional Reinforcement Learning with Safety Constraints by Hengrui Zhang et al
01-20-2022	Goal-Conditioned Reinforcement Learning: Problems and Solutions by Minghuan Liu et al
01-20-2022	Multi-agent Covering Option Discovery based on Kronecker Product of Factor Graphs by Jiayu Chen et al
01-19-2022	AstBERT: Enabling Language Model for Code Understanding with Abstract Syntax Tree by Rong Liang et al
01-20-2022	A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation by Hossein A. Rahmani et al
01-18-2022	AI-based Carcinoma Detection and Classification Using Histopathological Images: A Systematic Review by Swathi Prabhua et al
01-19-2022	Enhanced Performance of Pre-Trained Networks by Matched Augmentation Distributions by Touqeer Ahmad et al
01-20-2022	Safety-AwareMulti-Agent Apprenticeship Learning by Junchen Zhao et al
01-20-2022	A Prescriptive Dirichlet Power Allocation Policy with Deep Reinforcement Learning by Yuan Tian et al
01-19-2022	Correlated-informed neural networks: a new machine learning framework to predict pressure drop in micro-channels by J. A. Montanez-Barrera et al
01-18-2022	RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training by Luya Wang et al
01-21-2022	Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World by Hua Ma et al
01-19-2022	Caring Without Sharing: A Federated Learning Crowdsensing Framework for Diversifying Representation of Cities by Michael Cho et al
01-20-2022	Before and After: Machine learning for perioperative patient care by Iuliia Ganskaia et al
01-18-2022	Pruning-aware Sparse Regularization for Network Pruning by Nanfei Jiang et al
01-20-2022	Combining Machine Learning with Knowledge Engineering to detect Fake News in Social Networks-a survey by Sajjad Ahmed et al
01-19-2022	Object Detection in Autonomous Vehicles: Status and Open Challenges by Abhishek Balasubramaniam et al
01-20-2022	Federated Learning with Heterogeneous Architectures using Graph HyperNetworks by Or Litany et al
01-20-2022	AI Technical Considerations: Data Storage, Cloud usage and AI Pipeline by P. M. A van Ooijen et al
01-19-2022	Decoupling the Depth and Scope of Graph Neural Networks by Hanqing Zeng et al
01-20-2022	SoftDropConnect (SDC) -- Effective and Efficient Quantification of the Network Uncertainty in Deep MR Image Analysis by Qing Lyu et al
01-20-2022	Exploiting Meta-Cognitive Features for a Machine-Learning-Based One-Shot Group-Decision Aggregation by Hilla Shinitzky et al
01-19-2022	Cognitive Explainers of Graph Neural Networks Based on Medical Concepts by Yingni Wang et al
01-21-2022	Conceptor Learning for Class Activation Mapping by Guangwu Qian et al
01-21-2022	VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges by Attila Lengyel et al
01-20-2022	Neural Network Quantization with AI Model Efficiency Toolkit (AIMET) by Sangeetha Siddegowda et al
01-21-2022	Fair Node Representation Learning via Adaptive Data Augmentation by O. Deniz Kose et al
01-18-2022	TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters by Dongha Lee et al
01-18-2022	Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records by Shuai Niu et al
01-21-2022	Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation by Qianben Chen et al
01-18-2022	OSSID: Online Self-Supervised Instance Detection by (and for) Pose Estimation by Qiao Gu et al
01-18-2022	Knowledge Sharing via Domain Adaptation in Customs Fraud Detection by Sungwon Park et al
01-19-2022	Debiased Graph Neural Networks with Agnostic Label Selection Bias by Shaohua Fan et al
01-18-2022	Dilated Convolutional Neural Networks for Lightweight Diacritics Restoration by Bálint Csanády et al
01-20-2022	Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming by Sachin Konan et al
01-21-2022	Meta Learning MDPs with Linear Transition Models by Robert Müller et al
01-20-2022	Fine-Grained Trajectory-based Travel Time Estimation for Multi-city Scenarios Based on Deep Meta-Learning by Chenxing Wang et al
01-21-2022	Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability by Alireza Koochali et al
01-19-2022	Machine-Learning enabled analysis of ELM filament dynamics in KSTAR by Cooper Jacobus et al
01-20-2022	An Empirical Investigation of Model-to-Model Distribution Shifts in Trained Convolutional Filters by Paul Gavrikov et al
01-20-2022	Belief Revision in Sentential Decision Diagrams by Lilith Mattei et al
01-21-2022	Enhancing Pseudo Label Quality for Semi-SupervisedDomain-Generalized Medical Image Segmentation by Huifeng Yao et al
01-21-2022	Classroom Slide Narration System by Jobin K. V. et al
01-21-2022	Object Detection in Aerial Images: What Improves the Accuracy? by Hashmat Shadab Malik et al
01-19-2022	Improving Specificity in Mammography Using Cross-correlation between Wavelet and Fourier Transform by Liuhua Zhang
01-19-2022	Cross-Language Binary-Source Code Matching with Intermediate Representations by Yi Gui et al
01-19-2022	Investigating underdiagnosis of AI algorithms in the presence of multiple sources of dataset bias by Melanie Bernhardt et al
01-20-2022	Unicorn: Reasoning about Configurable System Performance through the lens of Causality by Md Shahriar Iqbal et al
01-18-2022	Unveiling Project-Specific Bias in Neural Code Models by Zhiming Li et al
01-19-2022	GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge by Arthi Padmanabhan et al
01-20-2022	HEAM: High-Efficiency Approximate Multiplier Optimization for Deep Neural Networks by Su Zheng et al
01-21-2022	Trustworthy Knowledge Graph Completion Based on Multi-sourced Noisy Data by Jiacheng Huang et al
01-19-2022	Hiding Data in Colors: Secure and Lossless Deep Image Steganography via Conditional Invertible Neural Networks by Yanzhen Ren et al
01-19-2022	Similarity search on neighbors graphs with automatic Pareto optimal performance and minimum expected quality setups based on hyperparameter optimization by Eric S. Tellez et al
01-20-2022	Can Machines Generate Personalized Music? A Hybrid Favorite-aware Method for User Preference Music Transfer by Zhejing Hu et al
01-21-2022	Towards Building Economic Models of Conversational Search by Leif Azzopardi et al
01-19-2022	When Is It Acceptable to Break the Rules? Knowledge Representation of Moral Judgement Based on Empirical Data by Edmond Awad et al
01-19-2022	POPPINS : A Population-Based Digital Spiking Neuromorphic Processor with Integer Quadratic Integrate-and-Fire Neurons by Zuo-Wei Yeh et al
01-20-2022	Classic Graph Structural Features Outperform Factorization-Based Graph Embedding Methods on Community Labeling by Andrew Stolman et al
01-21-2022	Under-Approximating Expected Total Rewards in POMDPs by Alexander Bork et al
01-19-2022	Problem examination for AI methods in product design by Philipp Rosenthal et al
01-19-2022	Improving Behavioural Cloning with Human-Driven Dynamic Dataset Augmentation by Federico Malato et al
01-21-2022	Less is Less: When Are Snippets Insufficient for Human vs Machine Relevance Estimation? by Gabriella Kazai et al
01-20-2022	Automatic Item Generation of Figural Analogy Problems: A Review and Outlook by Yuan Yang et al
01-19-2022	Mixed Nondeterministic-Probabilistic Automata: Blending graphical probabilistic models with nondeterminism by Albert Benveniste et al
01-21-2022	Scales and Hedges in a Logic with Analogous Semantics by Hedda R. Schmidtke et al
01-19-2022	FAT: An In-Memory Accelerator with Fast Addition for Ternary Weight Neural Networks by Shien Zhu et al
01-19-2022	Critic Algorithms using Cooperative Networks by Debangshu Banerjee et al
01-21-2022	Inferring Brain Dynamics via Multimodal Joint Graph Representation EEG-fMRI by Jalal Mirakhorli
01-19-2022	Educational Timetabling: Problems, Benchmarks, and State-of-the-Art Results by Sara Ceschia et al