2022.2.14 AI papers

02-08-2022	Bingham Policy Parameterization for 3D Rotations in Reinforcement Learning by Stephen James et al
02-10-2022	ChemicalX: A Deep Learning Library for Drug Pair Scoring by Benedek Rozemberczki et al
02-09-2022	Conditional Motion In-betweening by Jihoon Kim et al
02-08-2022	TimeLMs: Diachronic Language Models from Twitter by Daniel Loureiro et al
02-08-2022	DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generative Transformers by Jaemin Cho et al
02-11-2022	CLIPasso: Semantically-Aware Object Sketching by Yael Vinker et al
02-08-2022	Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models by Boxin Wang et al
02-09-2022	pNLP-Mixer: an Efficient all-MLP Architecture for Language by Francesco Fusco et al
02-08-2022	Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning by Bryon Tjanaka et al
02-10-2022	Investigating Explainability of Generative AI for Code through Scenario-based Design by Jiao Sun et al
02-08-2022	Generative multitask learning mitigates target-causing confounding by Taro Makino et al
02-10-2022	Uncovering Instabilities in Variational-Quantum Deep Q-Networks by Maja Franz et al
02-08-2022	What are the best systems? New perspectives on NLP Benchmarking by Pierre Colombo et al
02-10-2022	TaxoEnrich: Self-Supervised Taxonomy Completion via Structure-Semantic Representations by Minhao Jiang et al
02-08-2022	InferGrad: Improving Diffusion Models for Vocoder by Considering Inference in Training by Zehua Chen et al
02-09-2022	FedQAS: Privacy-aware machine reading comprehension with federated learning by Addi Ait-Mlouk et al
02-10-2022	Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction by Devansh Jain et al
02-09-2022	Can Open Domain Question Answering Systems Answer Visual Knowledge Questions? by Jiawen Zhang et al
02-09-2022	This is Fake! Shared it by Mistake: Assessing the Intent of Fake News Spreaders by Xinyi Zhou et al
02-11-2022	End-to-end Algorithm Synthesis with Recurrent Networks: Logical Extrapolation Without Overthinking by Arpit Bansal et al
02-08-2022	Counterfactual Multi-Token Fairness in Text Classification by Pranay Lohia
02-09-2022	Deploying Vaccine Distribution Sites for Improved Accessibility and Equity to Support Pandemic Response by George Li et al
02-09-2022	Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets by Tianlong Chen et al
02-08-2022	Machine Explanations and Human Understanding by Chacha Chen et al
02-10-2022	Needs-aware Artificial Intelligence: AI that serves [human] needs by Ryan Watkins et al
02-10-2022	Visual Servoing for Pose Control of Soft Continuum Arm in a Structured Environment by Shivani Kamtikar et al
02-10-2022	Interpretable pipelines with evolutionarily optimized modules for RL tasks with visual inputs by Leonardo Lucio Custode et al
02-10-2022	Understanding Value Decomposition Algorithms in Deep Cooperative Multi-Agent Reinforcement Learning by Zehao Dou et al
02-09-2022	Bayesian Nonparametrics for Offline Skill Discovery by Valentin Villecroze et al
02-09-2022	Can Humans Do Less-Than-One-Shot Learning? by Maya Malaviya et al
02-09-2022	Predicting the intended action using internal simulation of perception by Zahra Gharaee
02-10-2022	Help Me Explore: Minimal Social Interventions for Graph-Based Autotelic Agents by Ahmed Akakzia et al
02-11-2022	Online Decision Transformer by Qinqing Zheng et al
02-08-2022	Latent gaze information in highly dynamic decision-tasks by Benedikt Hosp
02-10-2022	Improving performance of aircraft detection in satellite imagery while limiting the labelling effort: Hybrid active learning by Julie Imbert et al
02-09-2022	FCM-DNN: diagnosing coronary artery disease by deep accuracy Fuzzy C-Means clustering model by Javad Hassannataj Joloudari et al
02-09-2022	Multi-modal unsupervised brain image registration using edge maps by Vasiliki Sideri-Lampretsa et al
02-11-2022	On the preferred extensions of argumentation frameworks: bijections with naive extensions by Mohammed Elaroussi et al
02-08-2022	Logical Reasoning for Task Oriented Dialogue Systems by Sajjad Beygi et al
02-08-2022	Hair Color Digitization through Imaging and Deep Inverse Graphics by Robin Kips et al
02-10-2022	Settling the Communication Complexity for Distributed Offline Reinforcement Learning by Juliusz Krysztof Ziomek et al
02-10-2022	F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization by Qing Jin et al
02-10-2022	Memory-based gaze prediction in deep imitation learning for robot manipulation by Heecheol Kim et al
02-09-2022	Semantic Segmentation of Anaemic RBCs Using Multilevel Deep Convolutional Encoder-Decoder Network by Muhammad Shahzad et al
02-11-2022	The Shapley Value in Machine Learning by Benedek Rozemberczki et al
02-08-2022	MetaKG: Meta-learning on Knowledge Graph for Cold-start Recommendation by Yuntao Du et al
02-09-2022	Non-Linear Spectral Dimensionality Reduction Under Uncertainty by Firas Laakom et al
02-10-2022	Do People Engage Cognitively with AI? Impact of AI Assistance on Incidental Learning by Krzysztof Z. Gajos et al
02-09-2022	Learning Latent Causal Dynamics by Weiran Yao et al
02-10-2022	Give me a knee radiograph, I will tell you where the knee joint area is: a deep convolutional neural network adventure by Shi Yan et al
02-08-2022	CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling by Felix Denzinger et al
02-10-2022	Case-based reasoning for rare events prediction on strategic sites by Vincent Vidal et al
02-10-2022	Two-Stage Deep Anomaly Detection with Heterogeneous Time Series Data by Kyeong-Joong Jeong et al
02-08-2022	Detecting Anomalies within Time Series using Local Neural Transformations by Tim Schneider et al
02-08-2022	skrl: Modular and Flexible Library for Reinforcement Learning by Antonio Serrano-Muñoz et al
02-08-2022	Social-DualCVAE: Multimodal Trajectory Forecasting Based on Social Interactions Pattern Aware and Dual Conditional Variational Auto-Encoder by Jiashi Gao et al
02-08-2022	Learning Robust Convolutional Neural Networks with Relevant Feature Focusing via Explanations by Kazuki Adachi et al
02-10-2022	REvolveR: Continuous Evolutionary Models for Robot-to-robot Policy Transfer by Xingyu Liu et al
02-10-2022	Describing image focused in cognitive and visual details for visually impaired people: An approach to generating inclusive paragraphs by Daniel Louzada Fernandes et al
02-08-2022	Impact of Parameter Sparsity on Stochastic Gradient MCMC Methods for Bayesian Deep Learning by Meet P. Vadera et al
02-08-2022	Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion by Ling Yang et al
02-09-2022	Target-aware Molecular Graph Generation by Cheng Tan et al
02-09-2022	Bias-Eliminated Semantic Refinement for Any-Shot Learning by Liangjun Feng et al
02-08-2022	Provable Reinforcement Learning with a Short-Term Memory by Yonathan Efroni et al
02-08-2022	Exploring Inter-Channel Correlation for Diversity-preserved KnowledgeDistillation by Li Liu et al
02-10-2022	Computational-Statistical Gaps in Reinforcement Learning by Daniel Kane et al
02-11-2022	Multi-Modal Knowledge Graph Construction and Application: A Survey by Xiangru Zhu et al
02-11-2022	Meta-learning with GANs for anomaly detection, with deployment in high-speed rail inspection system by Haoyang Cao et al
02-08-2022	GraphDCA -- a Framework for Node Distribution Comparison in Real and Synthetic Graphs by Ciwan Ceylan et al
02-08-2022	Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification by Gustavo Henrique de Rosa et al
02-10-2022	Monotone Learning by Olivier Bousquet et al
02-08-2022	Cascaded Debiasing : Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions by Bhavya Ghai et al
02-08-2022	Robustness Verification for Attention Networks using Mixed Integer Programming by Hsuan-Cheng Liao et al
02-08-2022	Covariate-informed Representation Learning with Samplewise Optimal Identifiable Variational Autoencoders by Young-geun Kim et al
02-08-2022	PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in JAX by Guangyao Zhou et al
02-10-2022	Dual Task Framework for Debiasing Persona-grounded Dialogue Dataset by Minju Kim et al
02-09-2022	A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic Regression by Laure Crochepierre et al
02-09-2022	Precision Radiotherapy via Information Integration of Expert Human Knowledge and AI Recommendation to Optimize Clinical Decision Making by Wenbo Sun et al
02-08-2022	KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting by Muhammad Ali Chattha et al
02-08-2022	Orthogonal Matrices for MBAT Vector Symbolic Architectures, and a Soft VSA Representation for JSON by Stephen I. Gallant
02-09-2022	Model Architecture Adaption for Bayesian Neural Networks by Duo Wang et al
02-09-2022	Survey on Graph Neural Network Acceleration: An Algorithmic Perspective by Xin Liu et al
02-08-2022	The Weights can be Harmful: Pareto Search versus Weighted Search in Multi-Objective Search-Based Software Engineering by Tao Chen et al
02-10-2022	AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks by Yimin Yang et al
02-08-2022	Fourier Representations for Black-Box Optimization over Categorical Variables by Hamid Dadkhahi et al
02-10-2022	Unaligned but Safe -- Formally Compensating Performance Limitations for Imprecise 2D Object Detection by Tobias Schuster et al
02-09-2022	Distance Estimation and Animal Tracking for Wildlife Camera Trapping by Peter Johanns et al
02-09-2022	Optimising hadronic collider simulations using amplitude neural networks by Ryan Moodie
02-10-2022	Trust in AI: Interpretability is not necessary or sufficient, while black-box interaction is necessary and sufficient by Max W. Shen
02-11-2022	InterpretTime: a new approach for the systematic evaluation of neural-network interpretability in time series classification by Hugues Turbé et al
02-10-2022	Collaborative Filtering with Attribution Alignment for Review-based Non-overlapped Cross Domain Recommendation by Weiming Liu et al
02-10-2022	Complexity of Arithmetic in Warded Datalog+- by Lucas Berent et al
02-08-2022	A Novel Plug-in Module for Fine-Grained Visual Classification by Po-Yung Chou et al
02-11-2022	Vehicle and License Plate Recognition with Novel Dataset for Toll Collection by Muhammad Usama et al
02-08-2022	A Mini-Block Natural Gradient Method for Deep Neural Networks by Achraf Bahamou et al
02-10-2022	Learning the Pedestrian-Vehicle Interaction for Pedestrian Trajectory Prediction by Chi Zhang et al
02-10-2022	Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning by A. Feder Cooper et al
02-10-2022	A Survey on Programmatic Weak Supervision by Jieyu Zhang et al
02-09-2022	Royalflush Speaker Diarization System for ICASSP 2022 Multi-channel Multi-party Meeting Transcription Challenge by Jingguang Tian et al
02-11-2022	Support Vectors and Gradient Dynamics for Implicit Bias in ReLU Networks by Sangmin Lee et al
02-08-2022	Spectral Propagation Graph Network for Few-shot Time Series Classification by Ling Yang et al
02-08-2022	Boosting Graph Neural Networks by Injecting Pooling in Message Passing by Hyeokjin Kwon et al
02-09-2022	Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration by Desik Rengarajan et al
02-08-2022	Computing H-Partitions in ASP and Datalog by Chloé Capon et al
02-11-2022	Deep soccer captioning with transformer: dataset, semantics-related losses, and multi-level evaluation by Ahmad Hammoudeh et al
02-09-2022	Obtaining Dyadic Fairness by Optimal Transport by Moyi Yang et al
02-10-2022	Learning Temporal Rules from Noisy Timeseries Data by Karan Samel et al
02-11-2022	Investigating Power laws in Deep Representation Learning by Arna Ghosh et al
02-11-2022	SafePicking: Learning Safe Object Extraction via Object-Level Mapping by Kentaro Wada et al
02-10-2022	Learnable Nonlinear Compression for Robust Speaker Verification by Xuechen Liu et al
02-09-2022	Prediction Sensitivity: Continual Audit of Counterfactual Fairness in Deployed Classifiers by Krystal Maughan et al
02-09-2022	Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL by Rui Yang et al
02-11-2022	PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition? by Arnaud Huaulmé et al
02-11-2022	Conservative Extensions for Existential Rules by Jean Christoph Jung et al
02-09-2022	Proceedings of the Robust Artificial Intelligence System Assurance (RAISA) Workshop 2022 by Olivia Brown et al
02-09-2022	Generalized Strategic Classification and the Case of Aligned Incentives by Sagi Levanon et al
02-09-2022	Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models by Beren Millidge et al
02-08-2022	Data-Driven Online Interactive Bidding Strategy for Demand Response by Kuan-Cheng Lee et al
02-08-2022	IoT Malware Detection Architecture using a Novel Channel Boosted and Squeezed CNN by Muhammad Asam et al
02-11-2022	Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense by Guangyu Shen et al
02-11-2022	Cyclical Curriculum Learning by H. Toprak Kesgin et al
02-09-2022	Improving short-term bike sharing demand forecast through an irregular convolutional neural network by Xinyu Li et al
02-10-2022	D2A-BSP: Distilled Data Association Belief Space Planning with Performance Guarantees Under Budget Constraints by Moshe Shienman et al
02-09-2022	Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation by Gorkem Polat et al
02-08-2022	Efficacy of Transformer Networks for Classification of Raw EEG Data by Gourav Siddhad et al
02-08-2022	The Volcspeech system for the ICASSP 2022 multi-channel multi-party meeting transcription challenge by Chen Shen et al
02-10-2022	Transferable and Adaptable Driving Behavior Prediction by Letian Wang et al
02-11-2022	Noise Augmentation Is All You Need For FGSM Fast Adversarial Training: Catastrophic Overfitting And Robust Overfitting Require Different Augmentation by Chaoning Zhang et al
02-11-2022	A Newton-type algorithm for federated learning based on incremental Hessian eigenvector sharing by Nicolò Dal Fabbro et al
02-11-2022	Patch-NetVLAD+: Learned patch descriptor and weighted matching strategy for place recognition by Yingfeng Cai et al
02-11-2022	ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization by Jiaan Wang et al
02-11-2022	Cross Domain Few-Shot Learning via Meta Adversarial Training by Jirui Qi et al
02-09-2022	Revisiting QMIX: Discriminative Credit Assignment by Gradient Entropy Regularization by Jian Zhao et al
02-11-2022	Privacy-preserving Generative Framework Against Membership Inference Attacks by Ruikang Yang et al
02-10-2022	Integrating Testing and Operation-related Quantitative Evidences in Assurance Cases to Argue Safety of Data-Driven AI/ML Components by Michael Kläs et al
02-10-2022	Closure operators: Complexity and applications to classification and decision-making by Hamed Hamze Bajgiran et al
02-08-2022	Indy Autonomous Challenge -- Autonomous Race Cars at the Handling Limits by Alexander Wischnewski et al
02-11-2022	The HaMSE Ontology: Using Semantic Technologies to support Music Representation Interoperability and Musicological Analysis by Andrea Poltronieri et al
02-08-2022	Learning MAX-SAT from Contextual Examples for Combinatorial Optimisation by Mohit Kumar et al
02-08-2022	Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods by Dominique Mercier et al
02-09-2022	Leveraging Experience in Lifelong Multi-Agent Pathfinding by Nitzan Madar et al
02-08-2022	Cyrus 2D Simulation Team Description Paper 2016 by Nader Zare et al
02-08-2022	Computing Rule-Based Explanations of Machine Learning Classifiers using Knowledge Graphs by Edmund Dervakos et al
02-08-2022	Using a Language Model in a Kiosk Recommender System at Fast-Food Restaurants by Eduard Zubchuk et al
02-08-2022	Effective classification of ecg signals using enhanced convolutional neural network in iot by Ahmad M. Karim
02-09-2022	Task Modifiers for HTN Planning and Acting by Weihang Yuan et al
02-09-2022	ARIBA: Towards Accurate and Robust Identification of Backdoor Attacks in Federated Learning by Yuxi Mi et al
02-09-2022	A.I. and Data-Driven Mobility at Volkswagen Financial Services AG by Shayan Jawed et al
02-08-2022	Rethinking Graph Convolutional Networks in Knowledge Graph Completion by Zhanqiu Zhang et al
02-11-2022	Inference with System W Satisfies Syntax Splitting by Jonas Haldimann et al
02-11-2022	Answer Set Planning: A Survey by Tran Cao Son et al
02-11-2022	MusIAC: An extensible generative framework for Music Infilling Applications with multi-level Control by Rui Guo et al
02-11-2022	Visualising Multiplayer Game Spaces by James Goodman et al