2021.11.1 AI papers

10-28-2021	A Novel Sequence Tagging Framework for Consumer Event-Cause Extraction by Congqing He et al
10-26-2021	Mining frequency-based sequential trajectory co-clusters by Yuri Santos et al
10-26-2021	Polynomial-Spline Neural Networks with Exact Integrals by Jonas A. Actor et al
10-26-2021	NeuroComb: Improving SAT Solving with Graph Neural Networks by Wenxi Wang et al
10-27-2021	Learning Diverse Policies in MOBA Games via Macro-Goals by Yiming Gao et al
10-27-2021	Sample Selection for Fair and Robust Training by Yuji Roh et al
10-27-2021	Emoji-based Co-attention Network for Microblog Sentiment Analysis by Xiaowei Yuan et al
10-28-2021	Deep Reinforcement Learning Aided Packet-Routing For Aeronautical Ad-Hoc Networks Formed by Passenger Planes by Dong Liu et al
10-27-2021	Normality-Calibrated Autoencoder for Unsupervised Anomaly Detection on Data Contamination by Jongmin Yu et al
10-28-2021	Deep Learning Aided Packet Routing in Aeronautical Ad-Hoc Networks Relying on Real Flight Data: From Single-Objective to Near-Pareto Multi-Objective Optimization by Dong Liu et al
10-29-2021	Handshakes AI Research at CASE 2021 Task 1: Exploring different approaches for multilingual tasks by Vivek Kalyan et al
10-28-2021	Diagnosis of COVID-19 Using Machine Learning and Deep Learning: A review by M. Rubaiyat Hossain Mondal et al
10-28-2021	D2RLIR : an improved and diversified ranking function in interactive recommendation systems based on deep reinforcement learning by Vahid Baghi et al
10-29-2021	On Structural Parameterizations of the Offensive Alliance Problem by Ajinkya Gaikwad et al
10-29-2021	Improving the quality of generative models through Smirnov transformation by Ángel González-Prieto et al
10-26-2021	Distributed Multi-Agent Deep Reinforcement Learning Framework for Whole-building HVAC Control by Vinay Hanumaiah et al
10-27-2021	Scalable Bayesian Network Structure Learning with Splines by Charupriya Sharma et al
10-27-2021	TMBuD: A dataset for urban scene building detection by Orhei Ciprian et al
10-29-2021	DeF-DReL: Systematic Deployment of Serverless Functions in Fog and Cloud environments using Deep Reinforcement Learning by Chinmaya Kumar Dehurya et al
10-26-2021	Conflict-Averse Gradient Descent for Multi-task Learning by Bo Liu et al
10-27-2021	Transfer learning with causal counterfactual reasoning in Decision Transformers by Ayman Boustati et al
10-28-2021	What makes us curious? analysis of a corpus of open-domain questions by Zhaozhen Xu et al
10-26-2021	Provably Robust Model-Centric Explanations for Critical Decision-Making by Cecilia G. Morales et al
10-26-2021	CausalAF: Causal Autoregressive Flow for Goal-Directed Safety-Critical Scenes Generation by Wenhao Ding et al
10-28-2021	Improving Causal Effect Estimation of Weighted RegressionBased Estimator using Neural Networks by Plabon Shaha et al
10-27-2021	Self-supervised EEG Representation Learning for Automatic Sleep Staging by Chaoqi Yang et al
10-26-2021	Driving Style Recognition Using Interval Type-2 Fuzzy Inference System and Multiple Experts Decision Making by Iago Pachêco Gomes et al
10-27-2021	Confidence-Aware Imitation Learning from Demonstrations with Varying Optimality by Songyuan Zhang et al
10-27-2021	Finite Horizon Q-learning: Stability, Convergence and Simulations by Vivek VP et al
10-27-2021	Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data by Gongfan Fang et al
10-27-2021	Towards Realistic Single-Task Continuous Learning Research for NER by Justin Payan et al
10-27-2021	Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding by Tengwei Song et al
10-26-2021	Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey by Tianxu Li et al
10-26-2021	Adversarial Online Learning with Variable Plays in the Pursuit-Evasion Game: Theoretical Foundations and Application in Connected and Automated Vehicle Cybersecurity by Yiyang Wang et al
10-26-2021	Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee by Flint Xiaofeng Fan et al
10-26-2021	CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud Registration by Hao Yu et al
10-29-2021	Xi-Learning: Successor Feature Transfer Learning for General Reward Functions by Chris Reinke et al
10-26-2021	Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning by Jongjin Park et al
10-28-2021	On the Use of CSI for the Generation of RF Fingerprints and Secret Keys by Muralikrishnan Srinivasan et al
10-27-2021	How Much Coffee Was Consumed During EMNLP 2019? Fermi Problems: A New Reasoning Challenge for AI by Ashwin Kalyan et al
10-28-2021	Cooperative Deep QQ-learning Framework for Environments Providing Image Feedback by Krishnan Raghavan et al
10-27-2021	From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems by Yao Zhou et al
10-26-2021	Brain-inspired feature exaggeration in generative replay for continual learning by Jack Millichamp et al
10-27-2021	Predictive Geological Mapping with Convolution Neural Network Using Statistical Data Augmentation on a 3D Model by Cedou Matthieu et al
10-27-2021	Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models by Phil Chen et al
10-27-2021	Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance by Justin Lim et al
10-27-2021	Discovering Non-monotonic Autoregressive Orderings with Variational Inference by Xuanlin Li et al
10-26-2021	CLAUSEREC: A Clause Recommendation Framework for AI-aided Contract Authoring by Vinay Aggarwal et al
10-27-2021	LSTM-RPA: A Simple but Effective Long Sequence Prediction Algorithm for Music Popularity Prediction by Kun Li et al
10-26-2021	Unbiased Graph Embedding with Biased Graph Observations by Nan Wang et al
10-27-2021	Counterfactual Shapley Additive Explanations by Emanuele Albini et al
10-28-2021	Wasserstein Distance Maximizing Intrinsic Control by Ishan Durugkar et al
10-28-2021	PEDENet: Image Anomaly Localization via Patch Embedding and Density Estimation by Kaitai Zhang et al
10-29-2021	Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems by Wenqing Zheng et al
10-29-2021	False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation by Pascal Colling et al
10-29-2021	A Protocol for Emotions by Gabriele Costa
10-26-2021	Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories by Wenlin Yao et al
10-26-2021	Provable Lifelong Learning of Representations by Xinyuan Cao et al
10-27-2021	Towards Intelligent Load Balancing in Data Centers by Zhiyuan Yao et al
10-28-2021	Universal Decision Models by Sridhar Mahadevan
10-27-2021	SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning by Mattia Atzeni et al
10-28-2021	MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution by Chenyu You et al
10-28-2021	AEVA: Black-box Backdoor Detection Using Adversarial Extreme Value Analysis by Junfeng Guo et al
10-28-2021	VigDet: Knowledge Informed Neural Temporal Point Process for Coordination Detection on Social Media by Yizhou Zhang et al
10-26-2021	Bootstrapping Concept Formation in Small Neural Networks by Minija Tamosiunaite et al
10-28-2021	Deep Learning Aided Routing for Space-Air-Ground Integrated Networks Relying on Real Satellite, Flight, and Shipping Data by Dong Liu et al
10-26-2021	Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis by Juhua Liu et al
10-27-2021	Hand gesture detection in tests performed by older adults by Guan Huang et al
10-27-2021	MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification by Jiancheng Yang et al
10-28-2021	Guided Evolution for Neural Architecture Search by Vasco Lopes et al
10-26-2021	Relay Variational Inference: A Method for Accelerated Encoderless VI by Amir Zadeh et al
10-26-2021	Precise URL Phishing Detection Using Neural Networks by Aman Rangapur et al
10-29-2021	Properties from Mechanisms: An Equivariance Perspective on Identifiable Representation Learning by Kartik Ahuja et al
10-28-2021	Explaining Latent Representations with a Corpus of Examples by Jonathan Crabbé et al
10-27-2021	Graph Communal Contrastive Learning by Bolian Li et al
10-28-2021	Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language by Mingyu Ding et al
10-28-2021	Lightweight Mobile Automated Assistant-to-physician for Global Lower-resource Areas by Chao Zhang et al
10-26-2021	Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling by Yu-Ying Liu et al
10-26-2021	Automated Support for Unit Test Generation: A Tutorial Book Chapter by Afonso Fontes et al
10-29-2021	Learning to Be Cautious by Montaser Mohammedalamen et al
10-29-2021	Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation by Josep Lluis Berral et al
10-26-2021	CAFE: Catastrophic Data Leakage in Vertical Federated Learning by Xiao Jin et al
10-29-2021	Resampling Base Distributions of Normalizing Flows by Vincent Stimper et al
10-26-2021	BioIE: Biomedical Information Extraction with Multi-head Attention Enhanced Graph Convolutional Network by Jialun Wu et al
10-27-2021	Simple data balancing achieves competitive worst-group-accuracy by Badr Youbi Idrissi et al
10-26-2021	CTRN: Class-Temporal Relational Network for Action Detection by Rui Dai et al
10-27-2021	Efficient Placard Discovery for Semantic Mapping During Frontier Exploration by David Balaban et al
10-27-2021	Learning Domain Invariant Representations in Goal-conditioned Block MDPs by Beining Han et al
10-28-2021	Learning to Jump from Pixels by Gabriel B. Margolis et al
10-28-2021	Learning to Ground Multi-Agent Communication with Autoencoders by Toru Lin et al
10-26-2021	CHIP: CHannel Independence-based Pruning for Compact Neural Networks by Yang Sui et al
10-26-2021	Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers by Albert Gu et al
10-28-2021	URLB: Unsupervised Reinforcement Learning Benchmark by Michael Laskin et al
10-26-2021	Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks by Pengyong Li et al
10-27-2021	Comparing Heuristics, Constraint Optimization, and Reinforcement Learning for an Industrial 2D Packing Problem by Stefan Böhm et al
10-26-2021	An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling by Han Liu et al
10-28-2021	FeO2: Federated Learning with Opt-Out Differential Privacy by Nasser Aldaghri et al
10-27-2021	Algorithmic encoding of protected characteristics and its implications on disparities across subgroups by Ben Glocker et al
10-27-2021	V-Learning -- A Simple, Efficient, Decentralized Algorithm for Multiagent RL by Chi Jin et al
10-28-2021	Conditional Inference and Activation of Knowledge Entities in ACT-R by Marco Wilhelm et al
10-27-2021	A Scalable Inference Method For Large Dynamic Economic Systems by Pratha Khandelwal et al
10-27-2021	An Experimental Study of Permanently Stored Learned Clauses by Sima Jamali et al
10-28-2021	Generalized Anomaly Detection by Suresh Singh et al
10-28-2021	Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training by Zhengda Bian et al
10-28-2021	SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs by Hongyu Ren et al
10-26-2021	Towards More Generalizable One-shot Visual Imitation Learning by Zhao Mandi et al
10-27-2021	Iterative Teaching by Label Synthesis by Weiyang Liu et al
10-29-2021	Towards Comparative Physical Interpretation of Spatial Variability Aware Neural Networks: A Summary of Results by Jayant Gupta et al
10-27-2021	International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and Baselines by Ajmal Shahbaz et al
10-27-2021	Play to Grade: Testing Coding Games as Classifying Markov Decision Process by Allen Nie et al
10-28-2021	Accelerating Robotic Reinforcement Learning via Parameterized Action Primitives by Murtaza Dalal et al
10-27-2021	Active clustering for labeling training data by Quentin Lutz et al
10-27-2021	Binarized ResNet: Enabling Automatic Modulation Classification at the resource-constrained Edge by Nitin Priyadarshini Shankar et al
10-27-2021	Enhancing Reinforcement Learning with discrete interfaces to learn the Dyck Language by Florian Dietz et al
10-27-2021	From Image to Imuge: Immunized Image Generation by Qichao Ying et al
10-28-2021	An Adaptable Approach to Learn Realistic Legged Locomotion without Examples by Daniel Felipe Ordoñez Apraez et al
10-27-2021	MIRA: Multihop Relation Prediction in Temporal Knowledge Graphs by Christian M. M. Frey et al
10-27-2021	Zero-shot Voice Conversion via Self-supervised Prosody Representation Learning by Shijun Wang et al
10-26-2021	Geometric Transformer for End-to-End Molecule Properties Prediction by Yoni Choukroun et al
10-28-2021	GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL by Sumedh A Sontakke et al
10-28-2021	Cycle-Balanced Representation Learning For Counterfactual Inference by Guanglin Zhou et al
10-27-2021	ABIDES-Gym: Gym Environments for Multi-Agent Discrete Event Simulation and Application to Financial Markets by Selim Amrouni et al
10-27-2021	BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation by Yanda Meng et al
10-26-2021	Understanding Interlocking Dynamics of Cooperative Rationalization by Mo Yu et al
10-29-2021	Pre-training Co-evolutionary Protein Representation via A Pairwise Masked Language Model by Liang He et al
10-28-2021	Dispensed Transformer Network for Unsupervised Domain Adaptation by Yunxiang Li et al

10-28-2021	Sliding Sequential CVAE with Time Variant Socially-aware Rethinking for Trajectory Prediction by Hao Zhou et al
10-26-2021	FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective by Jingwei Sun et al
10-26-2021	Gradient representations in ReLU networks as similarity functions by Dániel Rácz et al
10-26-2021	Task-Aware Meta Learning-based Siamese Neural Network for Classifying Obfuscated Malware by Jinting Zhu et al
10-29-2021	Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains by Christian Gumbsch et al
10-29-2021	MetaICL: Learning to Learn In Context by Sewon Min et al
10-26-2021	DASentimental: Detecting depression, anxiety and stress in texts via emotional recall, cognitive networks and machine learning by Asra Fatima et al
10-27-2021	DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations by Fei Deng et al
10-26-2021	ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs by Zhanqiu Zhang et al
10-28-2021	NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM by Connor Holmes et al
10-29-2021	{\epsilon}-weakened Robustness of Deep Neural Networks by Pei Huang et al
10-27-2021	Sensing Anomalies as Potential Hazards: Datasets and Benchmarks by Dario Mantegazza et al
10-27-2021	WenLan 2.0: Make AI Imagine via a Multimodal Foundation Model by Nanyi Fei et al
10-27-2021	Diversity Enhanced Active Learning with Strictly Proper Scoring Rules by Wei Tan et al
10-27-2021	Standing on the Shoulders of Predecessors: Meta-Knowledge Transfer for Knowledge Graphs by Mingyang Chen et al
10-26-2021	C22SP-Net: Joint Compression and Classification Network for Epilepsy Seizure Prediction by Di Wu et al
10-28-2021	End-to-End Speech Emotion Recognition: Challenges of Real-Life Emergency Call Centers Data Recordings by Théo Deschamps-Berger et al
10-27-2021	A Preliminary Case Study of Planning With Complex Transitions: Plotting by Jordi Coll et al
10-26-2021	Automating Control of Overestimation Bias for Continuous Reinforcement Learning by Arsenii Kuznetsov et al
10-28-2021	MOOMIN: Deep Molecular Omics Network for Anti-Cancer Drug Combination Therapy by Benedek Rozemberczki et al
10-26-2021	A Personalized Diagnostic Generation Framework Based on Multi-source Heterogeneous Data by Jialun Wu et al
10-26-2021	Towards Robust Bisimulation Metric Learning by Mete Kemertas et al
10-29-2021	Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings by Guanglin Niu et al
10-29-2021	Holistic Deep Learning by Dimitris Bertsimas et al
10-27-2021	A Survey of Self-Supervised and Few-Shot Object Detection by Gabriel Huang et al
10-28-2021	Two-sided fairness in rankings via Lorenz dominance by Virginie Do et al
10-26-2021	Towards Hyperparameter-free Policy Selection for Offline Reinforcement Learning by Siyuan Zhang et al
10-28-2021	Meta Subspace Optimization by Yoni Choukroun et al
10-28-2021	OneFlow: Redesign the Distributed Deep Learning Framework from Scratch by Jinhui Yuan et al
10-27-2021	Telling Creative Stories Using Generative Visual Aids by Safinah Ali et al
10-26-2021	Equivariant vector field network for many-body system modeling by Weitao Du et al
10-27-2021	Temporal-Difference Value Estimation via Uncertainty-Guided Soft Updates by Litian Liang et al
10-28-2021	Class-wise Thresholding for Detecting Out-of-Distribution Data by Matteo Guarrera et al
10-27-2021	Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations by Hyeong-Seok Choi et al
10-27-2021	Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons by Paul Haider et al
10-26-2021	Fair Sequential Selection Using Supervised Learning Models by Mohammad Mahdi Khalili et al
10-27-2021	Training Lightweight CNNs for Human-Nanodrone Proximity Interaction from Small Datasets using Background Randomization by Marco Ferri et al
10-27-2021	A Scenario-Based Platform for Testing Autonomous Vehicle Behavior Prediction Models in Simulation by Francis Indaheng et al
10-26-2021	MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge by Geng Yuan et al
10-27-2021	Dream to Explore: Adaptive Simulations for Autonomous Systems by Zahra Sheikhbahaee et al
10-27-2021	Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning by Aakash Kaku et al
10-26-2021	Learning Optimal Decision Trees Using MaxSAT by Josep Alos et al
10-26-2021	Defensive Tensorization by Adrian Bulat et al
10-28-2021	RGP: Neural Network Pruning through Its Regular Graph Structure by Zhuangzhi Chen et al
10-27-2021	GenURL: A General Framework for Unsupervised Representation Learning by Siyuan Li et al
10-26-2021	Subject Adaptive EEG-based Visual Recognition by Pilhyeon Lee et al
10-26-2021	The Difficulty of Passive Learning in Deep Reinforcement Learning by Georg Ostrovski et al
10-27-2021	Learning Graph Cellular Automata by Daniele Grattarola et al
10-27-2021	Dynamic population-based meta-learning for multi-agent communication with natural language by Abhinav Gupta et al
10-26-2021	cgSpan: Pattern Mining in Conceptual Graphs by Adam Faci et al
10-26-2021	Adversarial Robustness in Multi-Task Learning: Promises and Illusions by Salah Ghamizi et al
10-28-2021	Learning to Control using Image Feedback by Krishnan Raghavan et al
10-28-2021	SIMCNN -- Exploiting Computational Similarity to Accelerate CNN Training in Hardware by Vahid Janfaza et al