2021.6.28 AI papers

06-24-2021	Federated Noisy Client Learning by Li Li et al
06-24-2021	Pre-training transformer-based framework on large-scale pediatric claims data for downstream population-specific tasks by Xianlong Zeng et al
06-24-2021	Non-Autoregressive TTS with Explicit Duration Modelling for Low-Resource Highly Expressive Speech by Raahil Shah et al
06-23-2021	Fairness via Representation Neutralization by Mengnan Du et al
06-23-2021	Charformer: Fast Character Transformers via Gradient-based Subword Tokenization by Yi Tay et al
06-24-2021	Privacy Threats Analysis to Secure Federated Learning by Yuchen Li et al
06-22-2021	On Positivity Bias in Negative Reviews by Madhusudhan Aithal et al
06-23-2021	3D human tongue reconstruction from single in-the-wild images by Stylianos Ploumpis et al
06-23-2021	A Unified Approach to Fair Online Learning via Blackwell Approachability by Evgenii Chzhen et al
06-24-2021	Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting by Haixu Wu et al
06-22-2021	Speeding Up OPFython with Numba by Gustavo H. de Rosa et al
06-24-2021	Fea2Fea: Exploring Structural Feature Correlations via Graph Neural Networks by Jiaqing Xie et al
06-24-2021	A comprehensive empirical analysis on cross-domain semantic enrichment for detection of depressive language by Nawshad Farruque et al
06-23-2021	Alias-Free Generative Adversarial Networks by Tero Karras et al
06-22-2021	Multiple Organ Failure Prediction with Classifier-Guided Generative Adversarial Imputation Networks by Xinlu Zhang et al
06-22-2021	MMD-MIX: Value Function Factorisation with Maximum Mean Discrepancy for Cooperative Multi-Agent Reinforcement Learning by Zhiwei Xu et al
06-22-2021	Do Language Models Perform Generalizable Commonsense Inference? by Peifeng Wang et al
06-22-2021	Graph Routing between Capsules by Yang Li et al
06-22-2021	NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs by Mikhail Galkin et al
06-23-2021	Transformer-based unsupervised patient representation learning based on medical claims for risk stratification and analysis by Xianlong Zeng et al
06-23-2021	Beyond Predictions in Neural ODEs: Identification and Interventions by Hananeh Aliee et al
06-24-2021	You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks by Eli Chien et al
06-22-2021	Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication by Navonil Majumder et al
06-23-2021	Sentinel-1 and Sentinel-2 Spatio-Temporal Data Fusion for Clouds Removal by Alessandro Sebastianelli et al
06-24-2021	Promises and Pitfalls of Black-Box Concept Learning Models by Anita Mahinpei et al
06-22-2021	PatentNet: A Large-Scale Incomplete Multiview, Multimodal, Multilabel Industrial Goods Image Database by Fangyuan Lei et al
06-24-2021	DCoM: A Deep Column Mapper for Semantic Data Type Detection by Subhadip Maji et al
06-23-2021	Handwritten Digit Recognition using Machine and Deep Learning Algorithms by Samay Pashine et al
06-22-2021	Dr. Watson type Artificial Intellect (AI) Systems by Saveli Goldberg et al
06-23-2021	Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning by Hua Huang et al
06-23-2021	Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training by Receptive Field Analysis by Mats L. Richter et al
06-22-2021	Exploiting Negative Learning for Implicit Pseudo Label Rectification in Source-Free Domain Adaptive Semantic Segmentation by Xin Luo et al
06-25-2021	Building Intelligent Autonomous Navigation Agents by Devendra Singh Chaplot
06-23-2021	APNN-TC: Accelerating Arbitrary Precision Neural Networks on Ampere GPU Tensor Cores by Boyuan Feng et al
06-23-2021	ADAVI: Automatic Dual Amortized Variational Inference Applied To Pyramidal Bayesian Models by Louis Rouillard et al
06-25-2021	Advancing Methodology for Social Science Research Using Alternate Reality Games: Proof-of-Concept Through Measuring Individual Differences and Adaptability and their impact on Team Performance by Magy Seif El-Nasr et al
06-24-2021	Modeling the Mistakes of Boundedly Rational Agents Within a Bayesian Theory of Mind by Arwa Alanqary et al
06-22-2021	Prevention and Resolution of Conflicts in Social Navigation -- a Survey by Reuth Mirsky et al
06-24-2021	RikoNet: A Novel Anime Recommendation Engine by Badal Soni et al
06-24-2021	Decomposed Mutual Information Estimation for Contrastive Representation Learning by Alessandro Sordoni et al
06-24-2021	ParaLaw Nets -- Cross-lingual Sentence-level Pretraining for Legal Text Processing by Ha-Thanh Nguyen et al
06-22-2021	Continuous-Depth Neural Models for Dynamic Graph Prediction by Michael Poli et al
06-25-2021	Online Self-Attentive Gated RNNs for Real-Time Speaker Separation by Ori Kabeli et al
06-25-2021	Dealing with Expert Bias in Collective Decision-Making by Axel Abels et al
06-23-2021	AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks by Alexandra Peste et al
06-23-2021	PALRACE: Reading Comprehension Dataset with Human Data and Labeled Rationales by Jiajie Zou et al
06-22-2021	DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy? by Archit Uniyal et al
06-23-2021	DeepStochLog: Neural Stochastic Logic Programming by Thomas Winters et al
06-22-2021	A Clustering-based Framework for Classifying Data Streams by Xuyang Yan et al
06-22-2021	PALMAR: Towards Adaptive Multi-inhabitant Activity Recognition in Point-Cloud Technology by Mohammad Arif Ul Alam et al
06-24-2021	CCC/Code 8.7: Applying AI in the Fight Against Modern Slavery by Nadya Bliss et al
06-24-2021	What will it take to generate fairness-preserving explanations? by Jessica Dai et al
06-22-2021	Zero-Shot Chinese Character Recognition with Stroke-Level Decomposition by Jingye Chen et al
06-23-2021	Modelling Art Interpretation and Meaning. A Data Model for Describing Iconology and Iconography by S. Baroncini et al
06-22-2021	Reinforcement learning for PHY layer communications by Philippe Mary et al
06-22-2021	Multi-layered Semantic Representation Network for Multi-label Image Classification by Xiwen Qu et al
06-22-2021	A Vertical Federated Learning Framework for Graph Convolutional Network by Xiang Ni et al
06-23-2021	Gradient-Based Interpretability Methods and Binarized Neural Networks by Amy Widdicombe et al
06-23-2021	Deep Neural Network Based Respiratory Pathology Classification Using Cough Sounds by Balamurali B T et al
06-24-2021	Multi-Robot Deep Reinforcement Learning for Mobile Navigation by Katie Kang et al
06-22-2021	Exploring the Representational Power of Graph Autoencoder by Maroun Haddad et al
06-25-2021	Federated Graph Classification over Non-IID Graphs by Han Xie et al
06-25-2021	Branch Prediction as a Reinforcement Learning Problem: Why, How and Case Studies by Anastasios Zouzias et al
06-25-2021	Multi-Domain Active Learning: A Comparative Study by Rui He et al
06-22-2021	Credal Self-Supervised Learning by Julian Lienen et al
06-22-2021	LV-BERT: Exploiting Layer Variety for BERT by Weihao Yu et al
06-24-2021	CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning by Daniel McDuff et al
06-24-2021	Towards A Knowledge Graph Based Autonomic Management of Software Defined Networks by Qianru Zhou et al
06-22-2021	Physics-Informed Deep Reversible Regression Model for Temperature Field Reconstruction of Heat-Source Systems by Zhiqiang Gong et al
06-24-2021	Extraction of common conceptual components from multiple ontologies by Luigi Asprino et al
06-24-2021	AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry by Yannis Katsis et al
06-24-2021	MatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction by Guozhi Tang et al
06-23-2021	Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis by Xiaofeng Liu et al
06-23-2021	Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation by Xiaofeng Liu et al
06-22-2021	Algorithmic Recourse in Partially and Fully Confounded Settings Through Bounding Counterfactual Effects by Julius von Kügelgen et al
06-23-2021	Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation by Esther Puyol-Anton et al
06-23-2021	Multi-Class Classification of Blood Cells -- End to End Computer Vision based diagnosis case study by Sai Sukruth Bezugam
06-22-2021	Bounds on Causal Effects and Application to High Dimensional Data by Ang Li et al
06-23-2021	Width-based Lookaheads with Learnt Base Policies and Heuristics Over the Atari-2600 Benchmark by Stefan O'Toole et al
06-23-2021	Neural Fashion Image Captioning : Accounting for Data Diversity by Gilles Hacheme et al
06-22-2021	NAX: Co-Designing Neural Network and Hardware Architecture for Memristive Xbar based Computing Systems by Shubham Negi et al
06-22-2021	Q-Learning Lagrange Policies for Multi-Action Restless Bandits by Jackson A. Killian et al
06-22-2021	The Neurally-Guided Shape Parser: A Monte Carlo Method for Hierarchical Labeling of Over-segmented 3D Shapes by R. Kenny Jones et al
06-24-2021	Interpreting Depression From Question-wise Long-term Video Recording of SDS Evaluation by Wanqing Xie et al
06-23-2021	Synthetic Benchmarks for Scientific Research in Explainable Machine Learning by Yang Liu et al
06-23-2021	Coarse-to-Fine Q-attention: Efficient Learning for Visual Robotic Manipulation via Discretisation by Stephen James et al
06-23-2021	How Well do Feature Visualizations Support Causal Understanding of CNN Activations? by Roland S. Zimmermann et al
06-22-2021	IQ-Learn: Inverse soft-Q Learning for Imitation by Divyansh Garg et al
06-25-2021	Tensor-based framework for training flexible neural networks by Yassine Zniyed et al
06-24-2021	Bayesian Optimization with High-Dimensional Outputs by Wesley J. Maddox et al
06-24-2021	Mix and Mask Actor-Critic Methods by Dom Huh
06-23-2021	A Label Management Mechanism for Retinal Fundus Image Classification of Diabetic Retinopathy by Mengdi Gao et al
06-25-2021	Single Image Texture Translation for Data Augmentation by Boyi Li et al
06-22-2021	Towards Automated Evaluation of Explanations in Graph Neural Networks by Vanya BK et al
06-22-2021	ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences by Yanjun Gao et al
06-22-2021	On Constrained Optimization in Differentiable Neural Architecture Search by Kaitlin Maile et al
06-25-2021	Assessing Generalization of SGD via Disagreement by Yiding Jiang et al
06-25-2021	Graph Pattern Loss based Diversified Attention Network for Cross-Modal Retrieval by Xueying Chen et al
06-24-2021	Awareness Logic: Kripke Lattices as a Middle Ground between Syntactic and Semantic Models by Gaia Belardinelli et al
06-23-2021	Online Verification of Deep Neural Networks under Domain or Weight Shift by Tianhao Wei et al
06-24-2021	Symmetric Wasserstein Autoencoders by Sun Sun et al
06-23-2021	Real-time Spatio-temporal Event Detection on Geotagged Social Media by Yasmeen George et al
06-24-2021	Video Swin Transformer by Ze Liu et al
06-23-2021	Towards Exploiting Geometry and Time for FastOff-Distribution Adaptation in Multi-Task RobotLearning by K. R. Zentner et al
06-22-2021	On the Diversity and Limits of Human Explanations by Chenhao Tan
06-24-2021	Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data by Paul Pu Liang et al
06-23-2021	A Review of Assistive Technologies for Activities of Daily Living of Elderly by Nirmalya Thakur et al
06-22-2021	Universal Domain Adaptation in Ordinal Regression by Chidlovskii Boris et al
06-22-2021	Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering by Gangwoo Kim et al
06-23-2021	Adversarial Examples in Multi-Layer Random ReLU Networks by Peter L. Bartlett et al
06-24-2021	Kemeny ranking is NP-hard for 2-dimensional Euclidean preferences by Bruno Escoffier et al
06-24-2021	Autonomous Driving Strategies at Intersections: Scenarios, State-of-the-Art, and Future Outlooks by Lianzhen Wei et al
06-23-2021	Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations by Charaf Eddine Benarab
06-24-2021	Brax -- A Differentiable Physics Engine for Large Scale Rigid Body Simulation by C. Daniel Freeman et al
06-24-2021	Model-Based Reinforcement Learning via Latent-Space Collocation by Oleh Rybkin et al
06-23-2021	Improved Acyclicity Reasoning for Bayesian Network Structure Learning with Constraint Programming by Fulya Trösser et al
06-24-2021	A fuzzy take on the logical issues of statistical hypothesis testing by Matthew Booth et al
06-22-2021	Tracking Instances as Queries by Shusheng Yang et al
06-22-2021	A Federated Data-Driven Evolutionary Algorithm for Expensive Multi/Many-objective Optimization by Jinjin Xu et al
06-22-2021	Lifted Model Checking for Relational MDPs by Wen-Chi Yang et al
06-23-2021	Sparse Flows: Pruning Continuous-depth Models by Lucas Liebenwein et al
06-23-2021	Human Activity Recognition using Continuous Wavelet Transform and Convolutional Neural Networks by Anna Nedorubova et al
06-23-2021	Reimagining GNN Explanations with ideas from Tabular Data by Anjali Singh et al
06-23-2021	Fast, high-fidelity Lyman αα forests with convolutional neural networks by Peter Harrington et al
06-25-2021	Fostering Diversity in Spatial Evolutionary Generative Adversarial Networks by Jamal Toutouh et al
06-22-2021	Bayesian Neural Networks: Essentials by Daniel T. Chang
06-24-2021	The Option Keyboard: Combining Skills in Reinforcement Learning by André Barreto et al
06-24-2021	Towards Understanding and Mitigating Social Biases in Language Models by Paul Pu Liang et al
06-22-2021	Towards Consistent Predictive Confidence through Fitted Ensembles by Navid Kardan et al
06-23-2021	Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders by Xiaoyu Bie et al
06-23-2021	Not all users are the same: Providing personalized explanations for sequential decision making problems by Utkarsh Soni et al
06-24-2021	Human-in-the-loop model explanation via verbatim boundary identification in generated neighborhoods by Xianlong Zeng et al