2022.2.21 AI papers

02-17-2022	Measuring Trustworthiness or Automating Physiognomy? A Comment on Safra, Chevallier, Gr\`ezes, and Baumard (2020) by Rory W Spanton et al
02-16-2022	Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision by Priya Goyal et al
02-15-2022	General-purpose, long-context autoregressive modeling with Perceiver AR by Curtis Hawthorne et al
02-16-2022	Ditto: Building Digital Twins of Articulated Objects from Interaction by Zhenyu Jiang et al
02-15-2022	Singularity: Planet-Scale, Preemptible, Elastic Scheduling of AI Workloads by Dharma Shukla et al
02-15-2022	CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval by Licheng Yu et al
02-17-2022	Improving Intrinsic Exploration with Language Abstractions by Jesse Mu et al
02-17-2022	SGPT: GPT Sentence Embeddings for Semantic Search by Niklas Muennighoff
02-16-2022	Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey by Ferdinando Fioretto et al
02-15-2022	The Quarks of Attention by Pierre Baldi et al
02-15-2022	Speech Denoising in the Waveform Domain with Self-Attention by Zhifeng Kong et al
02-17-2022	Revisiting the Evaluation Metrics of Paraphrase Generation by Lingfeng Shen et al
02-17-2022	Grammar-Based Grounded Lexicon Learning by Jiayuan Mao et al
02-17-2022	AISHELL-NER: Named Entity Recognition from Chinese Speech by Boli Chen et al
02-15-2022	Robust Multi-Objective Bayesian Optimization Under Input Noise by Samuel Daulton et al
02-15-2022	Unreasonable Effectiveness of Last Hidden Layer Activations by Omer Faruk Tuna et al
02-15-2022	Fairness Indicators for Systematic Assessments of Visual Feature Extractors by Priya Goyal et al
02-17-2022	A study of deep perceptual metrics for image quality assessment by Rémi Kazmierczak et al
02-17-2022	General Cyclical Training of Neural Networks by Leslie N. Smith
02-17-2022	Seeing Like a Toolkit: How Toolkits Envision the Work of AI Ethics by Richmond Y. Wong et al
02-16-2022	Bias and unfairness in machine learning models: a systematic literature review by Tiago Palma Pagano et al
02-16-2022	OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines by Aaron Babier et al
02-17-2022	Symphony: Composing Interactive Interfaces for Machine Learning by Alex Bäuerle et al
02-16-2022	Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation by Ece Isik-Polat et al
02-15-2022	Holistic Adversarial Robustness of Deep Learning Models by Pin-Yu Chen et al
02-15-2022	Eliciting Best Practices for Collaboration with Computational Notebooks by Luigi Quaranta et al
02-15-2022	Enhancing Cross-lingual Prompting with Mask Token Augmentation by Meng Zhou et al
02-18-2022	Can Interpretable Reinforcement Learning Manage Assets Your Way? by Charl Maree et al
02-17-2022	A hybrid 2-stage vision transformer for AI-assisted 5 class pathologic diagnosis of gastric endoscopic biopsies by Yujin Oh et al
02-15-2022	Personalized Prompt Learning for Explainable Recommendation by Lei Li et al
02-17-2022	A Study of Designing Compact Audio-Visual Wake Word Spotting System Based on Iterative Fine-Tuning in Neural Network Pruning by Hengshun Zhou et al
02-17-2022	CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-based Autonomous Urban Driving by Yinuo Zhao et al
02-17-2022	Dynamic Object Comprehension: A Framework For Evaluating Artificial Visual Perception by Scott Y. L. Chin et al
02-15-2022	Defending against Reconstruction Attacks with R\enyi Differential Privacy by Pierre Stock et al
02-17-2022	Two-Stage Architectural Fine-Tuning with Neural Architecture Search using Early-Stopping in Image Classification by Youngkee Kim et al
02-16-2022	Augment with Care: Contrastive Learning for the Boolean Satisfiability Problem by Haonan Duan et al
02-17-2022	CSCNet: Contextual Semantic Consistency Network for Trajectory Prediction in Crowded Spaces by Beihao Xia et al
02-15-2022	NeuPL: Neural Population Learning by Siqi Liu et al
02-18-2022	VCVTS: Multi-speaker Video-to-Speech synthesis via cross-modal knowledge transfer from voice conversion by Disong Wang et al
02-15-2022	Confidence Threshold Neural Diving by Taehyun Yoon
02-16-2022	Chord-Conditioned Melody Choralization with Controllable Harmonicity and Polyphonicity by Shangda Wu et al
02-16-2022	Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective by Shihan Dou et al
02-15-2022	Russian SuperGLUE 1.1: Revising the Lessons not Learned by Russian NLP models by Alena Fenogenova et al
02-17-2022	Query Answering with Transitive and Linear-Ordered Data by Antoine Amarilli et al
02-15-2022	Beyond the Policy Gradient Theorem for Efficient Policy Updates in Actor-Critic Algorithms by Romain Laroche et al
02-16-2022	Phase Aberration Robust Beamformer for Planewave US Using Self-Supervised Learning by Shujaat Khan et al
02-15-2022	Explaining Reject Options of Learning Vector Quantization Classifiers by André Artelt et al
02-15-2022	Learning to Solve Routing Problems via Distributionally Robust Optimization by Yuan Jiang et al
02-17-2022	Mitigating Closed-model Adversarial Examples with Bayesian Neural Modeling for Enhanced End-to-End Speech Recognition by Chao-Han Huck Yang et al
02-17-2022	Point Cloud Generation with Continuous Conditioning by Larissa T. Triess et al
02-15-2022	MuLD: The Multitask Long Document Benchmark by G Thomas Hudson et al
02-15-2022	Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective by Wen Zhang et al
02-17-2022	Adiabatic Quantum Computing for Multi Object Tracking by Jan-Nico Zaech et al
02-17-2022	Contrastive Meta Learning with Behavior Multiplicity for Recommendation by Wei Wei et al
02-15-2022	Few-shot semantic segmentation via mask aggregation by Wei Ao et al
02-15-2022	Predicting on the Edge: Identifying Where a Larger Model Does Better by Taman Narayan et al
02-16-2022	A Survey on Deep Reinforcement Learning-based Approaches for Adaptation and Generalization by Pamul Yadav et al
02-15-2022	Reducing Overconfidence Predictions for Autonomous Driving Perception by Gledson Melotti et al
02-16-2022	TalkTive: A Conversational Agent Using Backchannels to Engage Older Adults in Neurocognitive Disorders Screening by Zijian Ding et al
02-17-2022	Transformer for Graphs: An Overview from Architecture Perspective by Erxue Min et al
02-16-2022	ZeroGen: Efficient Zero-shot Learning via Dataset Generation by Jiacheng Ye et al
02-17-2022	Domain Randomization for Object Counting by Enric Moreu et al
02-17-2022	Does the End Justify the Means? On the Moral Justification of Fairness-Aware Machine Learning by Hilde Weerts et al
02-15-2022	Explainable Predictive Process Monitoring: A User Evaluation by Williams Rizzi et al
02-17-2022	Visual Ground Truth Construction as Faceted Classification by Fausto Giunchiglia et al
02-15-2022	Interpreting a Machine Learning Model for Detecting Gravitational Waves by Mohammadtaher Safarzadeh et al
02-18-2022	Critical Checkpoints for Evaluating Defence Models Against Adversarial Attack and Robustness by Kanak Tekwani et al
02-16-2022	An Intrusion Response System utilizing Deep Q-Networks and System Partitions by Valeria Cardellini et al
02-16-2022	Geometry of the Minimum Volume Confidence Sets by Heguang Lin et al
02-18-2022	How to Manage Tiny Machine Learning at Scale: An Industrial Perspective by Haoyu Ren et al
02-16-2022	A Prospective Approach for Human-to-Human Interaction Recognition from Wi-Fi Channel Data using Attention Bidirectional Gated Recurrent Neural Network with GUI Application Implementation by Md. Mohi Uddin Khan et al
02-18-2022	Learning Predictions for Algorithms with Predictions by Mikhail Khodak et al
02-17-2022	GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations by Neng Shi et al
02-15-2022	Unsupervised word-level prosody tagging for controllable speech synthesis by Yiwei Guo et al
02-18-2022	MultiRes-NetVLAD: Augmenting Place Recognition Training with Low-Resolution Imagery by Ahmad Khaliq et al
02-16-2022	Image translation of Ultrasound to Pseudo Anatomical Display Using Artificial Intelligence by Lilach Barkat et al
02-16-2022	HDC-MiniROCKET: Explicit Time Encoding in Time Series Classification with Hyperdimensional Computing by Kenny Schlegel et al
02-17-2022	R2-D2: Repetitive Reprediction Deep Decipher for Semi-Supervised Deep Learning by Guo-Hua Wang et al
02-15-2022	EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs by Namyong Park et al
02-18-2022	TURNER: The Uncertainty-based Retrieval Framework for Chinese NER by Zhichao Geng et al
02-17-2022	Mining On Alzheimers Diseases Related Knowledge Graph to Identity Potential AD-related Semantic Triples for Drug Repurposing by Yi Nian et al
02-15-2022	Dont stop the training: continuously-updating self-supervised algorithms best account for auditory responses in the cortex by Pierre Orhan et al
02-16-2022	On a Variance Reduction Correction of the Temporal Difference for Policy Evaluation in the Stochastic Continuous Setting by Ziad Kobeissi et al
02-16-2022	Practical Network Acceleration with Tiny Sets by Guo-Hua Wang et al
02-15-2022	A precortical module for robust CNNs to light variations by R. Fioresi et al
02-16-2022	Open-Ended Reinforcement Learning with Neural Reward Functions by Robert Meier et al
02-16-2022	TimeREISE: Time-series Randomized Evolving Input Sample Explanation by Dominique Mercier et al
02-16-2022	The Adversarial Security Mitigations of mmWave Beamforming Prediction Models using Defensive Distillation and Adversarial Retraining by Murat Kuzlu et al
02-18-2022	Molecule Generation for Drug Design: a Graph Learning Perspective by Nianzu Yang et al
02-15-2022	CUP: A Conservative Update Policy Algorithm for Safe Reinforcement Learning by Long Yang et al
02-16-2022	Querying Inconsistent Prioritized Data with ORBITS: Algorithms, Implementation, and Experiments by Meghyn Bienvenu et al
02-15-2022	Deep Reinforcement Learning Based Multi-Access Edge Computing Schedule for Internet of Vehicle by Xiaoyu Dai et al
02-16-2022	Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video by Jinseok Bae et al
02-18-2022	Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network by Tianyu Zhao et al
02-18-2022	DataMUX: Data Multiplexing for Neural Networks by Vishvak Murahari et al
02-18-2022	A Machine Learning Paradigm for Studying Pictorial Realism: Are Constables Clouds More Real than His Contemporaries? by Zhuomin Zhang et al
02-15-2022	Case law retrieval: problems, methods, challenges and evaluations in the last 20 years by Daniel Locke et al
02-15-2022	Heterogeneous Graph Learning for Explainable Recommendation over Academic Networks by Xiangtai Chen et al
02-15-2022	CycleGAN for Undamaged-to-Damaged Domain Translation for Structural Health Monitoring and Damage Detection by Furkan Luleci et al
02-18-2022	An Integrated Optimization and Machine Learning Models to Predict the Admission Status of Emergency Patients by Abdulaziz Ahmed et al
02-17-2022	Discovering Fine-Grained Semantics in Knowledge Graph Relations by Nitisha Jain et al
02-15-2022	Generative Adversarial Network-Driven Detection of Adversarial Tasks in Mobile Crowdsensing by Zhiyan Chen et al
02-18-2022	(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering by Anoop Cherian et al
02-15-2022	Multi-class granular approximation by means of disjoint and adjacent fuzzy granules by Marko Palangetić et al
02-15-2022	HiMA: A Fast and Scalable History-based Memory Access Engine for Differentiable Neural Computer by Yaoyu Tao et al
02-15-2022	Contextual Importance and Utility: aTheoretical Foundation by Kary Främling
02-17-2022	Listing Maximal k-Plexes in Large Real-World Graphs by Zhengren Wang et al
02-17-2022	GRAPHSHAP: Motif-based Explanations for Black-box Graph Classifiers by Alan Perotti et al
02-18-2022	Modelling the semantics of text in complex document layouts using graph transformer networks by Thomas Roland Barillot et al
02-17-2022	Data-SUITE: Data-centric identification of in-distribution incongruous examples by Nabeel Seedat et al
02-15-2022	Zero-Shot Assistance in Novel Decision Problems by Sebastiaan De Peuter et al
02-17-2022	On the evaluation of (meta-)solver approaches by Roberto Amadini et al
02-15-2022	Interpretable Reinforcement Learning with Multilevel Subgoal Discovery by Alexander Demin et al
02-17-2022	Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications by Kexin Ding et al
02-15-2022	Energy-Efficient Parking Analytics System using Deep Reinforcement Learning by Yoones Rezaei et al
02-16-2022	Latent Outlier Exposure for Anomaly Detection with Contaminated Data by Chen Qiu et al
02-16-2022	More to Less (M2L): Enhanced Health Recognition in the Wild with Reduced Modality of Wearable Sensors by Huiyuan Yang et al
02-15-2022	Towards Verifiable Federated Learning by Yanci Zhang et al
02-17-2022	The Gene of Scientific Success by Xiangjie Kong et al
02-15-2022	LIMREF: Local Interpretable Model Agnostic Rule-based Explanations for Forecasting, with an Application to Electricity Smart Meter Data by Dilini Rajapaksha et al
02-17-2022	Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations by Zirui Peng et al
02-15-2022	On Deciding Feature Membership in Explanations of SDD & Related Classifiers by Xuanxiang Huang et al
02-16-2022	Explainability of Predictive Process Monitoring Results: Can You See My Data Issues? by Ghada Elkhawaga et al
02-17-2022	BADDr: Bayes-Adaptive Deep Dropout RL for POMDPs by Sammie Katt et al
02-15-2022	Trustworthy Anomaly Detection: A Survey by Shuhan Yuan et al
02-18-2022	System Safety and Artificial Intelligence by Roel I. J. Dobbe
02-18-2022	Surf or sleep? Understanding the influence of bedtime patterns on campus by Teng Guo et al
02-16-2022	Code Search based on Context-aware Code Translation by Weisong Sun et al
02-15-2022	A General Framework for Modelling Conditional Reasoning -- Preliminary Report by Giovanni Casini et al
02-16-2022	A Review of Topological Data Analysis for Cybersecurity by Thomas Davies
02-15-2022	Wireless Resource Management in Intelligent Semantic Communication Networks by Le Xia et al
02-16-2022	Analysis of Random Sequential Message Passing Algorithms for Approximate Inference by Burak Çakmak et al
02-16-2022	Cyclical Focal Loss by Leslie N. Smith
02-16-2022	The Response Shift Paradigm to Quantify Human Trust in AI Recommendations by Ali Shafti et al
02-16-2022	HousE: Knowledge Graph Embedding with Householder Parameterization by Rui Li et al
02-16-2022	Reasoning with fuzzy and uncertain evidence using epistemic random fuzzy sets: general framework and practical models by Thierry Denoeux
02-18-2022	Selection Strategies for Commonsense Knowledge by Claudia Schon
02-18-2022	Illuminating the Space of Dungeon Maps, Locked-door Missions and Enemy Placement Through MAP-Elites by Breno M. F. Viana et al
02-15-2022	Self-Supervised Class-Cognizant Few-Shot Classification by Ojas Kishore Shirekar et al
02-17-2022	Iterated Belief Change, Computationally by Kai Sauerwald et al
02-17-2022	Enhanced Multi-Objective A* Using Balanced Binary Search Trees by Zhongqiang Ren et al
02-15-2022	Private Quantiles Estimation in the Presence of Atoms by Clément Lalanne et al