2022.5.23 AI papers

05-17-2022	Need is All You Need: Homeostatic Neural Networks Adapt to Concept Shift by Kingson Man et al
05-19-2022	Robust and Efficient Medical Imaging with Self-Supervision by Shekoofeh Azizi et al
05-19-2022	Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning by Antonia Creswell et al
05-17-2022	SKILL: Structured Knowledge Infusion for Large Language Models by Fedor Moiseev et al
05-20-2022	Nothing makes sense in deep learning, except in the light of evolution by Artem Kaznatcheev et al
05-18-2022	Meta-Learning Sparse Compression Networks by Jonathan Richard Schwarz et al
05-18-2022	Dialog Inpainting: Turning Documents into Dialogs by Zhuyun Dai et al
05-17-2022	Planning to Practice: Efficient Online Fine-Tuning by Composing Goals in Latent Space by Kuan Fang et al
05-20-2022	Planning with Diffusion for Flexible Behavior Synthesis by Michael Janner et al
05-19-2022	The Arabic Ontology -- An Arabic Wordnet with Ontologically Clean Content by Mustafa Jarrar
05-20-2022	Towards Understanding Grokking: An Effective Theory of Representation Learning by Ziming Liu et al
05-17-2022	Learning Quantum Entanglement Distillation with Noisy Classical Communications by Hari Hara Suthan Chittoor et al
05-19-2022	Deep Learning in Business Analytics: A Clash of Expectations and Reality by Marc Andreas Schmitt
05-19-2022	Lets Talk! Striking Up Conversations via Conversational Visual Question Generation by Shih-Han Chan et al
05-18-2022	On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets by Hyounghun Kim et al
05-17-2022	The Solvability of Interpretability Evaluation Metrics by Yilun Zhou et al
05-19-2022	ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD by Moustafa Al-Hajj et al
05-19-2022	Curras + Baladi: Towards a Levantine Corpus by Karim El Haff et al
05-20-2022	Self-Supervised Depth Estimation with Isometric-Self-Sample-Based Learning by Geonho Cha et al
05-18-2022	DDXPlus: A new Dataset for Medical Automatic Diagnosis by Arsene Fansi Tchango et al
05-19-2022	Voxel-informed Language Grounding by Rodolfo Corona et al
05-19-2022	AIGenC: AI generalisation via creativity by Corina Catarau-Cotutiu et al
05-19-2022	Named Entity Recognition, Multi-Task Learning, Nested Entities, BERT, Arabic NER Corpus by Mustafa Jarrar et al
05-19-2022	Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models by Joseph McDonald et al
05-19-2022	SDS-200: A Swiss German Speech to Standard German Text Corpus by Michel Plüss et al
05-18-2022	PromptDA: Label-guided Data Augmentation for Prompt-based Few Shot Learners by Canyu Chen et al
05-19-2022	LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing by Dora Jambor et al
05-19-2022	Personalized Interventions for Online Moderation by Stefano Cresci et al
05-19-2022	Enhancing Slot Tagging with Intent Features for Task Oriented Natural Language Understanding using BERT by Shruthi Hariharan et al
05-18-2022	Carbon Figures of Merit Knowledge Creation with a Hybrid Solution and Carbon Tables API by Maira Gatti de Bayser
05-18-2022	Entity Alignment with Reliable Path Reasoning and Relation-Aware Heterogeneous Graph Transformer by Weishan Cai et al
05-18-2022	Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification by Kai Zhang et al
05-19-2022	Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation by Vikram Voleti et al
05-19-2022	Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer by Zhengyuan Liu et al
05-19-2022	Multi-Armed Bandits in Brain-Computer Interfaces by Frida Heskebeck et al
05-19-2022	What Is Fairness? Implications For FairML by Ludwig Bothmann et al
05-18-2022	GPoeT-2: A GPT-2 Based Poem Generator by Kai-Ling Lo et al
05-19-2022	Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging by Riccardo Fogliato et al
05-19-2022	Image Augmentation Based Momentum Memory Intrinsic Reward for Sparse Reward Visual Scenes by Zheng Fang et al
05-17-2022	Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability by Jinwei Xing et al
05-17-2022	Generic and Trend-aware Curriculum Learning for Relation Extraction in Graph Neural Networks by Nidhi Vakil et al
05-17-2022	Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation by Kevin Yang et al
05-19-2022	IFTT-PIN: A PIN-Entry Method Leveraging the Self-Calibration Paradigm by Jonathan Grizou
05-17-2022	A psychological theory of explainability by Scott Cheng-Hsin Yang et al
05-17-2022	SEMI-FND: Stacked Ensemble Based Multimodal Inference For Faster Fake News Detection by Prabhav Singh et al
05-19-2022	Explainable Graph Theory-Based Identification of Meter-Transformer Mapping by Bilal Saleem et al
05-19-2022	Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search by Xiao Wang et al
05-17-2022	Measuring Alignment Bias in Neural Seq2Seq Semantic Parsers by Davide Locatelli et al
05-17-2022	Tackling Math Word Problems with Fine-to-Coarse Abstracting and Reasoning by Ailisi Li et al
05-19-2022	Bi-LSTM Scoring Based Similarity Measurement with Agglomerative Hierarchical Clustering (AHC) for Speaker Diarization by Siddharth S. Nijhawan et al
05-18-2022	Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble by Zhengyu Yang et al
05-17-2022	Unbiased Math Word Problems Benchmark for Mitigating Solving Bias by Zhicheng Yang et al
05-17-2022	LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning by Zhicheng Yang et al
05-17-2022	Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement Learning by Yufan Zhang et al
05-18-2022	Scalable Multi-view Clustering with Graph Filtering by Liang Liu et al
05-18-2022	One Explanation to Rule them All -- Ensemble Consistent Explanations by André Artelt et al
05-17-2022	DPO: Dynamic-Programming Optimization on Hybrid Constraints by Vu H. N. Phan et al
05-19-2022	Differential Privacy: What is all the noise about? by Roxana Danger
05-19-2022	Nebula-I: A General Framework for Collaboratively Training Deep Learning Models on Low-Bandwidth Cloud Clusters by Yang Xiang et al
05-17-2022	OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval by Tong Niu et al
05-18-2022	It Isnt Sh!tposting, Its My CAT Posting by Parthsarthi Rawat et al
05-18-2022	Confidential Machine Learning within Graphcore IPUs by Kapil Vaswani et al
05-19-2022	Diverse Weight Averaging for Out-of-Distribution Generalization by Alexandre Rame et al
05-18-2022	Large Neural Networks Learning from Scratch with Very Few Data and without Regularization by Christoph Linse et al
05-19-2022	Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise Attention by Yiheng Liu et al
05-18-2022	IL-flOw: Imitation Learning from Observation using Normalizing Flows by Wei-Di Chang et al
05-17-2022	Spatial-Temporal Interactive Dynamic Graph Convolution Network for Traffic Forecasting by Aoyu Liu et al
05-19-2022	Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context by Adrián Inés et al
05-18-2022	GeoPointGAN: Synthetic Spatial Data with Local Label Differential Privacy by Teddy Cunningham et al
05-19-2022	A Note on Categories about Rough Sets by Y. R. Syau et al
05-20-2022	SE-MoE: A Scalable and Efficient Mixture-of-Experts Distributed Training and Inference System by Liang Shen et al
05-17-2022	A unified framework for dataset shift diagnostics by Felipe Maia Polo et al
05-17-2022	Intuitive and Efficient Human-robot Collaboration via Real-time Approximate Bayesian Inference by Javier Felip Leon et al
05-19-2022	A Topological Approach for Semi-Supervised Learning by Adrián Inés et al
05-18-2022	A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the art by Alicia Lara-Clares et al
05-20-2022	Learning Task-relevant Representations for Generalization via Characteristic Functions of Reward Sequence Distributions by Rui Yang et al
05-17-2022	Pairwise Comparison Network for Remote Sensing Scene Classification by Zhang Yue et al
05-17-2022	Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation by Muhammad Umair Nasir et al
05-20-2022	Low-cost Relevance Generation and Evaluation Metrics for Entity Resolution in AI by Venkat Varada et al
05-18-2022	Constraint-Based Causal Structure Learning from Undersampled Graphs by Mohammadsajad Abavisani et al
05-17-2022	Moral reinforcement learning using actual causation by Tue Herlau
05-19-2022	Spatial Autoregressive Coding for Graph Neural Recommendation by Jiayi Zheng et al
05-19-2022	BayesPCN: A Continually Learnable Predictive Coding Associative Memory by Jason Yoo et al
05-19-2022	The AI Mechanic: Acoustic Vehicle Characterization Neural Networks by Adam M. Terwilliger et al
05-17-2022	Adaptive Momentum-Based Policy Gradient with Second-Order Information by Saber Salehkaleybar et al
05-20-2022	SALTED: A Framework for SAlient Long-Tail Translation Error Detection by Vikas Raunak et al
05-17-2022	Delaytron: Efficient Learning of Multiclass Classifiers with Delayed Bandit Feedbacks by Naresh Manwani et al
05-18-2022	Property Unlearning: A Defense Strategy Against Property Inference Attacks by Joshua Stock et al
05-17-2022	Perturbation of Deep Autoencoder Weights for Model Compression and Classification of Tabular Data by Manar Samad et al
05-18-2022	FedILC: Weighted Geometric Mean and Invariant Gradient Covariance for Federated Learning on Non-IID Data by Mike He Zhu et al
05-18-2022	Deep Reinforcement Learning Based on Location-Aware Imitation Environment for RIS-Aided mmWave MIMO Systems by Wangyang Xu et al
05-20-2022	The developmental trajectory of object recognition robustness: children are like small adults but unlike big deep neural networks by Lukas S. Huber et al
05-19-2022	Smooth densities and generative modeling with unsupervised random forests by David S. Watson et al
05-19-2022	A toolbox for idea generation and evaluation: Machine learning, data-driven, and contest-driven approaches to support idea generation by Workneh Yilma Ayele
05-19-2022	TransTab: Learning Transferable Tabular Transformers Across Tables by Zifeng Wang et al
05-17-2022	Supervised Learning for Coverage-Directed Test Selection in Simulation-Based Verification by Nyasha Masamba et al
05-19-2022	Continual Pre-Training Mitigates Forgetting in Language and Vision by Andrea Cossu et al
05-19-2022	Evonne: Interactive Proof Visualization for Description Logics (System Description) -- Extended Version by Christian Alrabbaa et al
05-19-2022	Towards a Holistic View on Argument Quality Prediction by Michael Fromm et al
05-19-2022	Data-driven prediction of Air Traffic Controllers reactions to resolving conflicts by Alevizos Bastas et al
05-19-2022	A Boosting Algorithm for Positive-Unlabeled Learning by Yawen Zhao et al
05-18-2022	Bridging the gap between QP-based and MPC-based RL by Shambhuraj Sawant et al
05-20-2022	Translating Hanja historical documents to understandable Korean and English by Juhee Son et al
05-19-2022	Towards a Theory of Faithfulness: Faithful Explanations of Differentiable Classifiers over Continuous Data by Nico Potyka et al
05-20-2022	Understanding and Mitigating the Uncertainty in Zero-Shot Translation by Wenxuan Wang et al
05-19-2022	Can Foundation Models Wrangle Your Data? by Avanika Narayan et al
05-18-2022	Exploring the Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Out-of-Scope Detection Tasks by Claudio Pinhanez et al
05-19-2022	Enhancing the Transferability of Adversarial Examples via a Few Queries by Xiangyuan Yang et al
05-19-2022	Distributed Multi-Agent Deep Reinforcement Learning for Robust Coordination against Noise by Yoshinari Motokawa et al
05-18-2022	Generating Explanations from Deep Reinforcement Learning Using Episodic Memory by Sam Blakeman et al
05-17-2022	Forecasting Solar Power Generation on the basis of Predictive and Corrective Maintenance Activities by Soham Vyas et al
05-19-2022	Bypassing Logits Bias in Online Class-Incremental Learning with a Generative Framework by Gehui Shen et al
05-19-2022	Provably Precise, Succinct and Efficient Explanations for Decision Trees by Yacine Izza et al
05-17-2022	Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification by Joao Monteiro et al
05-17-2022	ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks by Haoran You et al
05-19-2022	Multi-DNN Accelerators for Next-Generation AI Systems by Stylianos I. Venieris et al
05-17-2022	Hierarchical Distribution-Aware Testing of Deep Learning by Wei Huang et al
05-20-2022	Progressive Class Semantic Matching for Semi-supervised Text Classification by Hai-Ming Xu et al
05-17-2022	Unsupervised Segmentation in Real-World Images via Spelke Object Inference by Honglin Chen et al
05-17-2022	Terrain Analysis in StarCraft 1 and 2 as Combinatorial Optimization by Florian Richoux
05-17-2022	A Pulse-and-Glide-driven Adaptive Cruise Control System for Electric Vehicle by Zhaofeng Tian et al
05-19-2022	Incremental Learning with Differentiable Architecture and Forgetting Search by James Seale Smith et al
05-19-2022	Inferring extended summary causal graphs from observational time series by Charles K. Assaad et al
05-19-2022	Causal Discovery and Injection for Feed-Forward Neural Networks by Fabrizio Russo et al
05-19-2022	CAMEO: Curiosity Augmented Metropolis for Exploratory Optimal Policies by Mohamed Alami Chehboune et al
05-19-2022	Automated Scoring for Reading Comprehension via In-context BERT Tuning by Nigel Fernandez et al
05-19-2022	Are Graph Representation Learning Methods Robust to Graph Sparsity and Asymmetric Node Information? by Pierre Sevestre et al

05-19-2022	Reinforcement Learning with Brain-Inspired Modulation can Improve Adaptation to Environmental Changes by Eric Chalmers et al
05-19-2022	Robust Expected Information Gain for Optimal Bayesian Experimental Design Using Ambiguity Sets by Jinwoo Go et al
05-19-2022	Simple Regularisation for Uncertainty-Aware Knowledge Distillation by Martin Ferianc et al
05-20-2022	A Case of Exponential Convergence Rates for SVM by Vivien Cabannes et al
05-20-2022	ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities by Yunjun Gao et al
05-19-2022	Hybrid Intelligent Testing in Simulation-Based Verification by Nyasha Masamba et al
05-20-2022	A New Feature Selection Method for LogNNet and its Application for Diagnosis and Prognosis of COVID-19 Disease Using Routine Blood Values by Mehmet Tahir Huyut et al
05-20-2022	A Novel Underwater Image Enhancement and Improved Underwater Biological Detection Pipeline by Zheng Liu et al
05-20-2022	On the Decentralization of Blockchain-enabled Asynchronous Federated Learning by Francesc Wilhelmi et al
05-19-2022	Improving Multi-Task Generalization via Regularizing Spurious Correlation by Ziniu Hu et al
05-18-2022	Entity Alignment For Knowledge Graphs: Progress, Challenges, and Empirical Studies by Deepak Chaurasiya et al
05-17-2022	Privacy Preserving Image Registration by Riccardo Taiello et al
05-19-2022	Deep transfer learning for image classification: a survey by Jo Plested et al
05-20-2022	A Review of Safe Reinforcement Learning: Methods, Theory and Applications by Shangding Gu et al
05-19-2022	Explainable Supervised Domain Adaptation by Vidhya Kamakshi et al
05-20-2022	Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization by Javier Del Ser et al
05-19-2022	Action Conditioned Tactile Prediction: a case study on slip prediction by Willow Mandil et al
05-20-2022	LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation by David Ireland et al
05-19-2022	Towards Explanation for Unsupervised Graph-Level Representation Learning by Qinghua Zheng et al
05-19-2022	Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes by Changchang Yin et al
05-17-2022	Experiments on Generalizability of User-Oriented Fairness in Recommender Systems by Hossein A. Rahmani et al
05-19-2022	Sparse Infinite Random Feature Latent Variable Modeling by Michael Minyi Zhang
05-19-2022	Label-invariant Augmentation for Semi-Supervised Graph Classification by Han Yue et al
05-19-2022	Graph Neural Networks Are More Powerful Than we Think by Charilaos I. Kanatsoulis et al
05-20-2022	Task Relabelling for Multi-task Transfer using Successor Features by Martin Balla et al
05-17-2022	Connection-minimal Abduction in EL via Translation to FOL -- Technical Report by Fajar Haifani et al
05-17-2022	KGNN: Distributed Framework for Graph Neural Knowledge Representation by Binbin Hu et al
05-19-2022	DPER: Dynamic Programming for Exist-Random Stochastic SAT by Vu H. N. Phan et al
05-18-2022	(O,G)(O,G)-granular variable precision fuzzy rough sets based on overlap and grouping functions by Wei Li et al
05-19-2022	HyBNN and FedHyBNN: (Federated) Hybrid Binary Neural Networks by Kinshuk Dua
05-20-2022	Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition by Razvan Brinzea et al
05-20-2022	Set-based Meta-Interpolation for Few-Task Meta-Learning by Seanie Lee et al
05-20-2022	On Tackling Explanation Redundancy in Decision Trees by Yacine Izza et al
05-20-2022	A Fully Controllable Agent in the Path Planning using Goal-Conditioned Reinforcement Learning by GyeongTaek Lee
05-20-2022	Adversarial Body Shape Search for Legged Robots by Takaaki Azakami et al
05-19-2022	Sparse Adversarial Attack in Multi-agent Reinforcement Learning by Yizheng Hu et al
05-17-2022	An Application of a Multivariate Estimation of Distribution Algorithm to Cancer Chemotherapy by Alexander Brownlee et al
05-20-2022	A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models by Ehsan Mokhtarian et al
05-18-2022	Backdoor Attacks on Bayesian Neural Networks using Reverse Distribution by Zhixin Pan et al
05-19-2022	Breaking the √TT Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits by Avishek Ghosh et al
05-20-2022	Adversarial joint attacks on legged robots by Takuto Otomo et al
05-19-2022	On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-agent Deep Reinforcement Learning Approach by Xinhan Wang et al
05-18-2022	Mimicking Behaviors in Separated Domains by Giuseppe De Giacomo et al
05-17-2022	A Comprehensive Study on Artificial Intelligence Algorithms to Implement Safety Using Communication Technologies by Rafia Inam et al
05-20-2022	Neural Additive Models for Nowcasting by Wonkeun Jo et al
05-20-2022	Predicting electrode array impedance after one month from cochlear implantation surgery by Yousef A. Alohali et al
05-20-2022	Self-Paced Multi-Agent Reinforcement Learning by Wenshuai Zhao et al
05-18-2022	Debiasing Neural Retrieval via In-batch Balancing Regularization by Yuantong Li et al
05-20-2022	A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection by Bingzhe Wu et al
05-19-2022	Unsupervised Learning of Depth, Camera Pose and Optical Flow from Monocular Video by Dipan Mandal et al
05-20-2022	Explanatory machine learning for sequential human teaching by Lun Ai et al
05-19-2022	Concurrent Policy Blending and System Identification for Generalized Assistive Control by Luke Bhan et al
05-17-2022	Is explainable AI a race against model complexity? by Advait Sarkar
05-17-2022	A two-steps approach to improve the performance of Android malware detectors by Nadia Daoudi et al
05-20-2022	Seeking entropy: complex behavior from intrinsic motivation to occupy action-state path space by Jorge Ramírez-Ruiz et al
05-20-2022	ExMo: Explainable AI Model using Inverse Frequency Decision Rules by Pradip Mainali et al
05-18-2022	Federated Learning: Applications, Challenges and Future Scopes by Subrato Bharati et al
05-20-2022	MaskGAE: Masked Graph Modeling Meets Graph Autoencoders by Jintang Li et al
05-20-2022	Measuring algorithmic interpretability: A human-learning-based framework and the corresponding cognitive complexity score by John P. Lalor et al
05-20-2022	Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction by Yue Cao et al
05-17-2022	Construction of Rough graph to handle uncertain pattern from an Information System by R. Aruna Devi et al
05-18-2022	Agent-Based modeling in Medical Research. Example in Health Economics by Philippe Saint-Pierre et al
05-20-2022	NMA: Neural Multi-slot Auctions with Externalities for Online Advertising by Guogang Liao et al
05-20-2022	Self-supervised deep learning MRI reconstruction with Noisier2Noise by Charles Millard et al