2021.10.11 AI papers

10-05-2021	A study of first-passage time minimization via Q-learning in heated gridworlds by M. A. Larchenko et al
10-07-2021	SLASH: Embracing Probabilistic Circuits into Neural Answer Set Programming by Arseny Skryagin et al
10-06-2021	Geometric and Physical Quantities improve E(3) Equivariant Message Passing by Johannes Brandstetter et al
10-05-2021	ur-iw-hnt at GermEval 2021: An Ensembling Strategy with Multiple BERT Models by Hoai Nam Tran et al
10-07-2021	SERAB: A multi-lingual benchmark for speech emotion recognition by Neil Scheidwasser-Clow et al
10-07-2021	Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling by Naveen Raman et al
10-06-2021	Double Descent in Adversarial Training: An Implicit Label Noise Perspective by Chengyu Dong et al
10-07-2021	MSHCNet: Multi-Stream Hybridized Convolutional Networks with Mixed Statistics in Euclidean/Non-Euclidean Spaces and Its Application to Hyperspectral Image Classification by Shuang He et al
10-07-2021	Global sensitivity analysis in probabilistic graphical models by Rafael Ballester-Ripoll et al
10-07-2021	Reinforcement Learning in Reward-Mixing MDPs by Jeongyeol Kwon et al
10-05-2021	HYPER: Learned Hybrid Trajectory Prediction via Factored Inference and Adaptive Sampling by Xin Huang et al
10-06-2021	Bach Style Music Authoring System based on Deep Learning by Minghe Kong et al
10-07-2021	Beam Search with Bidirectional Strategies for Neural Response Generation by Pierre Colombo et al
10-07-2021	Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction by Bo Xu et al
10-07-2021	Fingerprinting Multi-exit Deep Neural Network Models via Inference Time by Tian Dong et al
10-07-2021	A Data-Centric Approach for Training Deep Neural Networks with Less Data by Mohammad Motamedi et al
10-08-2021	Medical Dead-ends and Learning to Identify High-risk States and Treatments by Mehdi Fatemi et al
10-07-2021	Generalization in Deep RL for TSP Problems via Equivariance and Local Search by Wenbin Ouyang et al
10-06-2021	Mismatched No More: Joint Model-Policy Optimization for Model-Based RL by Benjamin Eysenbach et al
10-07-2021	On the Complexity of Inductively Learning Guarded Rules by Andrei Draghici et al
10-07-2021	Explanation as a process: user-centric construction of multi-level and multi-modal explanations by Bettina Finzel et al
10-07-2021	Process Extraction from Text: state of the art and challenges for the future by Patrizio Bellan et al
10-07-2021	Universal Approximation Under Constraints is Possible with Transformers by Anastasis Kratsios et al
10-07-2021	Attention is All You Need? Good Embeddings with Statistics are enough: Audio Understanding WITHOUT Convolutions/Transformers/BERTs/Mixers/Attention/RNNs or ... by Prateek Verma
10-08-2021	On the Implicit Biases of Architecture & Gradient Descent by Jeremy Bernstein et al
10-08-2021	Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation by Ke Zhang et al
10-08-2021	Graph Meta Network for Multi-Behavior Recommendation by Lianghao Xia et al
10-08-2021	Novel EEG-based BCIs for Elderly Rehabilitation Enhancement by Aurora Saibene et al
10-07-2021	From the Head or the Heart? An Experimental Design on the Impact of Explanation on Cognitive and Affective Trust by Qiaoning Zhang et al
10-06-2021	Efficient and High-quality Prehensile Rearrangement in Cluttered and Confined Spaces by Rui Wang et al
10-08-2021	A Study of Low-Resource Speech Commands Recognition based on Adversarial Reprogramming by Hao Yen et al
10-08-2021	ALL-IN-ONE: Multi-Task Learning BERT models for Evaluating Peer Assessments by Qinjin Jia et al
10-08-2021	Inferring Offensiveness In Images From Natural Language Supervision by Patrick Schramowski et al
10-07-2021	Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning in NLP by Zhijing Jin et al
10-08-2021	Explaining Reward Functions to Humans for Better Human-Robot Collaboration by Lindsay Sanneman et al
10-07-2021	Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces by Ayush Raina et al
10-08-2021	Toward a Human-Level Video Understanding Intelligence by Yu-Jung Heo et al
10-07-2021	GNN is a Counter? Revisiting GNN for Question Answering by Kuan Wang et al
10-05-2021	MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer by Sachin Mehta et al
10-08-2021	Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation by Chao Huang et al
10-07-2021	Bad-Policy Density: A Measure of Reinforcement Learning Hardness by David Abel et al
10-07-2021	Noisy Text Data: Achilles Heel of popular transformer based NLP models by Kartikay Bagla et al
10-05-2021	NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks by Federico Siciliano et al
10-06-2021	SIRe-Networks: Skip Connections over Interlaced Multi-Task Learning and Residual Connections for Structure Preserving Object Classification by Danilo Avola et al
10-07-2021	How to Sense the World: Leveraging Hierarchy in Multimodal Perception for Robust Reinforcement Learning Agents by Miguel Vasco et al
10-07-2021	Online Markov Decision Processes with Non-oblivious Strategic Adversary by Le Cong Dinh et al
10-05-2021	Efficient Multi-agent Epistemic Planning: Teaching Planners About Nested Belief by Christian Muise et al
10-05-2021	Data Augmentation Approaches in Natural Language Processing: A Survey by Bohan Li et al
10-06-2021	CBP: Backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method by Guhyun Kim et al
10-07-2021	Multi-scale speaker embedding-based graph attention networks for speaker diarisation by Youngki Kwon et al
10-07-2021	The Connection between Out-of-Distribution Generalization and Privacy of ML Models by Divyat Mahajan et al
10-06-2021	Offline RL With Resource Constrained Online Deployment by Jayanth Reddy Regatti et al
10-05-2021	Turing approximations, toric isometric embeddings & manifold convolutions by P. Suárez-Serrato
10-08-2021	Graphs as Tools to Improve Deep Learning Methods by Carlos Lassance et al
10-06-2021	Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations by Yihong Chen et al
10-06-2021	Secure Byzantine-Robust Distributed Learning via Clustering by Raj Kiriti Velicheti et al
10-07-2021	Human in the Loop for Machine Creativity by Neo Christopher Chung
10-08-2021	Task Allocation for Multi-Robot Task and Motion Planning: a case for Object Picking in Cluttered Workspaces by Hossein Karami et al
10-06-2021	MovingFashion: a Benchmark for the Video-to-Shop Challenge by Marco Godi et al
10-06-2021	Pretraining & Reinforcement Learning: Sharpening the Axe Before Cutting the Tree by Saurav Kadavath et al
10-07-2021	Towards Federated Learning-Enabled Visible Light Communication in 6G Systems by Shimaa Naser et al
10-05-2021	Cellular Network Radio Propagation Modeling with Deep Convolutional Neural Networks by Xin Zhang et al
10-05-2021	Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance by Karthikeyan K et al
10-05-2021	Empowering Local Communities Using Artificial Intelligence by Yen-Chia Hsu et al
10-06-2021	Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer by Yining Ma et al
10-06-2021	Two-Bit Aggregation for Communication Efficient and Differentially Private Federated Learning by Mohammad Aghapour et al
10-07-2021	Learning Pessimism for Robust and Efficient Off-Policy Reinforcement Learning by Edoardo Cetin et al
10-05-2021	Unifying Likelihood-free Inference with Black-box Sequence Design and Beyond by Dinghuai Zhang et al
10-06-2021	Assemblies of neurons can learn to classify well-separated distributions by Max Dabagia et al
10-06-2021	Multi-objective Optimization by Learning Space Partitions by Yiyang Zhao et al
10-07-2021	Transferring Voice Knowledge for Acoustic Event Detection: An Empirical Study by Dawei Liang et al
10-08-2021	TopoDetect: Framework for Topological Features Detection in Graph Embeddings by Maroun Haddad et al
10-08-2021	Social Recommendation with Self-Supervised Metagraph Informax Network by Xiaoling Long et al
10-05-2021	Debiased Graph Contrastive Learning by Jun Xia et al
10-06-2021	GANtron: Emotional Speech Synthesis with Generative Adversarial Networks by Enrique Hortal et al
10-05-2021	Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning by Christopher Michael Rytting et al
10-06-2021	Improving Generalization of Deep Reinforcement Learning-based TSP Solvers by Wenbin Ouyang et al
10-08-2021	A Mining Software Repository Extended Cookbook: Lessons learned from a literature review by Daniel Barros et al
10-06-2021	DiffusionCLIP: Text-guided Image Manipulation Using Diffusion Models by Gwanghyun Kim et al
10-06-2021	Is An Image Worth Five Sentences? A New Look into Semantics for Image-Text Matching by Ali Furkan Biten et al
10-06-2021	CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation by Aditya Sanghi et al
10-06-2021	Predictability and Fairness in Load Aggregation and Operations of Virtual Power Plants by Jakub Marecek et al
10-05-2021	AraCOVID19-SSD: Arabic COVID-19 Sentiment and Sarcasm Detection Dataset by Mohamed Seghir Hadj Ameur et al
10-06-2021	Efficient Sharpness-aware Minimization for Improved Training of Neural Networks by Jiawei Du et al
10-05-2021	PoNet: Pooling Network for Efficient Token Mixing in Long Sequences by Chao-Hong Tan et al
10-07-2021	Augmenting Reinforcement Learning with Behavior Primitives for Diverse Manipulation Tasks by Soroush Nasiriany et al
10-05-2021	S2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning by Keshi Ge et al
10-07-2021	mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer by Marcelo Archanjo José et al
10-06-2021	MToFNet: Object Anti-Spoofing with Mobile Time-of-Flight Data by Yonghyun Jeong et al
10-06-2021	A Neural Anthropometer Learning from Body Dimensions Computed on Human 3D Meshes by Yansel González Tejeda et al
10-06-2021	Test-time Batch Statistics Calibration for Covariate Shift by Fuming You et al
10-06-2021	Trustworthy Artificial Intelligence and Process Mining: Challenges and Opportunities by Andrew Pery et al
10-08-2021	lambeq: An Efficient High-Level Python Library for Quantum NLP by Dimitri Kartsaklis et al
10-06-2021	On The Transferability of Deep-Q Networks by Matthia Sabatelli et al
10-08-2021	Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation by KwanYong Park et al
10-07-2021	Contextual Sentence Classification: Detecting Sustainability Initiatives in Company Reports by Dan Hirlea et al
10-08-2021	Field Extraction from Forms with Unlabeled Data by Mingfei Gao et al
10-06-2021	On the Importance of Firth Bias Reduction in Few-Shot Classification by Saba Ghaffari et al
10-06-2021	StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech Synthesis by Rui Liu et al
10-06-2021	DoubleStar: Long-Range Attack Towards Depth Estimation based Obstacle Avoidance in Autonomous Systems by Ce Zhou et al
10-05-2021	Reward-Punishment Symmetric Universal Intelligence by Samuel Allen Alexander et al
10-05-2021	Frequency Aware Face Hallucination Generative Adversarial Network with Semantic Structural Constraint by Shailza Sharma et al
10-08-2021	Ranking Cost: Building An Efficient and Scalable Circuit Routing Planner with Evolution-Based Optimization by Shiyu Huang et al
10-05-2021	TENT: Text Classification Based on ENcoding Tree Learning by Chong Zhang et al
10-05-2021	Co-training an Unsupervised Constituency Parser with Weak Supervision by Nickil Maveli et al
10-07-2021	CCGG: A Deep Autoregressive Model for Class-Conditional Graph Generation by Matin Yousefabadi et al
10-07-2021	Situated Dialogue Learning through Procedural Environment Generation by Prithviraj Ammanabrolu et al
10-05-2021	Unifying AI Algorithms with Probabilistic Programming using Implicitly Defined Representations by Avi Pfeffer et al
10-05-2021	TensorPlan and the Few Actions Lower Bound for Planning in MDPs under Linear Realizability of Optimal Value Functions by Gellért Weisz et al
10-07-2021	One Thing to Fool them All: Generating Interpretable, Universal, and Physically-Realizable Adversarial Features by Stephen Casper et al
10-06-2021	Learning Canonical Embedding for Non-rigid Shape Matching by Abhishek Sharma et al
10-06-2021	Federated Learning via Plurality Vote by Kai Yue et al
10-05-2021	A Hybrid Spatial-temporal Sequence-to-one Neural Network Model for Lane Detection by Yongqi Dong et al
10-06-2021	Exploring the Common Principal Subspace of Deep Features in Neural Networks by Haoran Liu et al
10-07-2021	Cartoon Explanations of Image Classifiers by Stefan Kolek et al
10-08-2021	Local and Global Context-Based Pairwise Models for Sentence Ordering by Ruskin Raj Manku et al
10-08-2021	Toward a Visual Concept Vocabulary for GAN Latent Space by Sarah Schwettmann et al
10-06-2021	A Fast Randomized Algorithm for Massive Text Normalization by Nan Jiang et al
10-06-2021	Improving Adversarial Robustness for Free with Snapshot Ensemble by Yihao Wang
10-05-2021	BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models by Kangjie Chen et al
10-07-2021	On the Latent Holes of VAEs for Text Generation by Ruizhe Li et al
10-07-2021	Contrastive Learning for Source Code with Structural and Functional Properties by Yangruibo Ding et al
10-08-2021	Towards Math-Aware Automated Classification and Similarity Search of Scientific Publications: Methods of Mathematical Content Representations by Michal Růžička et al
10-08-2021	Minimal-Configuration Anomaly Detection for IIoT Sensors by Clemens Heistracher et al
10-05-2021	Blockchain-based Federated Learning: A Comprehensive Survey by Zhilin Wang et al
10-08-2021	Nash Convergence of Mean-Based Learning Algorithms in First Price Auctions by Xiaotie Deng et al
10-06-2021	Distributed Optimization of Graph Convolutional Network using Subgraph Variance by Taige Zhao et al
10-08-2021	Pick Your Battles: Interaction Graphs as Population-Level Objectives for Strategic Diversity by Marta Garnelo et al
10-05-2021	Dropout Q-Functions for Doubly Efficient Reinforcement Learning by Takuya Hiraoka et al
10-06-2021	Nested Policy Reinforcement Learning by Aishwarya Mandyam et al
10-06-2021	ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods by Victor Schmidt et al
10-06-2021	Tackling the DM Challenges with cDMN: A Tight Integration of DMN and Constraint Reasoning by Simon Vandevelde et al
10-06-2021	On The Vulnerability of Recurrent Neural Networks to Membership Inference Attacks by Yunhao Yang et al
10-05-2021	SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision by Chaoyang He et al
10-07-2021	Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design by Ayush Raina et al
10-07-2021	FAST-RIR: Fast neural diffuse room impulse response generator by Anton Ratnarajah et al
10-08-2021	Revisiting Design Choices in Model-Based Offline Reinforcement Learning by Cong Lu et al
10-08-2021	3D Infomax improves GNNs for Molecular Property Prediction by Hannes Stärk et al
10-07-2021	To Charge or To Sell? EV Pack Useful Life Estimation via LSTMs and Autoencoders by Michael Bosello et al
10-06-2021	Hybrid Pointer Networks for Traveling Salesman Problems Optimization by Ahmed Stohy et al
10-06-2021	Learning a Metacognition for Object Detection by Marlene Berke et al
10-05-2021	Tradeoffs in Streaming Binary Classification under Limited Inspection Resources by Parisa Hassanzadeh et al
10-05-2021	Phoebe: A Learning-based Checkpoint Optimizer by Yiwen Zhu et al
10-05-2021	Transformer Assisted Convolutional Network for Cell Instance Segmentation by Deepanshu Pandey et al
10-07-2021	A Broad Ensemble Learning System for Drifting Stream Classification by Sepehr Bakhshi et al
10-07-2021	Belief Evolution Network: Probability Transformation of Basic Belief Assignment and Fusion Conflict Probability by Qianli Zhou et al
10-06-2021	A New Weakly Supervised Learning Approach for Real-time Iron Ore Feed Load Estimation by Li Guo et al
10-06-2021	A Survey on Evidential Deep Learning For Single-Pass Uncertainty Estimation by Dennis Ulmer
10-05-2021	Exploring the Limits of Large Scale Pre-training by Samira Abnar et al
10-08-2021	Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters by Vladislav Kurenkov et al
10-05-2021	Foundations of Symbolic Languages for Model Interpretability by Marcelo Arenas et al
10-05-2021	Coarsening Optimization for Differentiable Programming by Xipeng Shen et al
10-07-2021	On the relationship between disentanglement and multi-task learning by Łukasz Maziarka et al
10-08-2021	Global Context Enhanced Social Recommendation with Hierarchical Graph Neural Networks by Huance Xu et al
10-08-2021	Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network by Xiyue Zhang et al
10-08-2021	Symbolic Register Automata for Complex Event Recognition and Forecasting by Elias Alevizos et al
10-08-2021	Protecting Retail Investors from Order Book Spoofing using a GRU-based Detection Model by Jean-Noël Tuccella et al
10-07-2021	Cross-Domain Imitation Learning via Optimal Transport by Arnaud Fickinger et al
10-07-2021	Neural Tangent Kernel Empowered Federated Learning by Kai Yue et al
10-07-2021	Towards Robust and Transferable IIoT Sensor based Anomaly Classification using Artificial Intelligence by Jana Kemnitz et al
10-05-2021	PWG-IDS: An Intrusion Detection Model for Solving Class Imbalance in IIoT Networks Using Generative Adversarial Networks by Lei Zhang et al
10-05-2021	A Table-Based Representation for Probabilistic Logic: Preliminary Results by Simon Vandevelde et al
10-07-2021	The Impact of Visualizing Design Gradients for Human Designers by Matthew Guzdial et al
10-07-2021	Arachnophobia Exposure Therapy using Experience-driven Procedural Content Generation via Reinforcement Learning (EDPCGRL) by Athar Mahmoudi-Nejad et al
10-06-2021	From STL Rulebooks to Rewards by Edgar A. Aguilar et al
10-06-2021	Multi-Agent Constrained Policy Optimisation by Shangding Gu et al
10-05-2021	Explaining Off-Policy Actor-Critic From A Bias-Variance Perspective by Ting-Han Fan et al
10-05-2021	Attaining Interpretability in Reinforcement Learning via Hierarchical Primitive Composition by Jeong-Hoon Lee et al
10-05-2021	The Artificial Scientist: Logicist, Emergentist, and Universalist Approaches to Artificial General Intelligence by Michael Timothy Bennett et al
10-05-2021	Thinking Fast and Slow in AI: the Role of Metacognition by Marianna Bergamaschi Ganapini et al
10-05-2021	Compression, The Fermi Paradox and Artificial Super-Intelligence by Michael Timothy Bennett
10-07-2021	Inferring Substitutable and Complementary Products with Knowledge-Aware Path Reasoning based on Dynamic Policy Network by Zijing Yang et al
10-05-2021	Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis by Siva Uday Sampreeth Chebolu et al
10-05-2021	On the Impact of Stable Ranks in Deep Nets by Bogdan Georgiev et al
10-07-2021	Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction by Jinyin Chen et al
10-07-2021	Diabetic Retinopathy Screening Using Custom-Designed Convolutional Neural Network by Fahman Saeed et al
10-08-2021	Knowledge-aware Coupled Graph Neural Network for Social Recommendation by Chao Huang et al
10-05-2021	SMProbLog: Stable Model Semantics in ProbLog and its Applications in Argumentation by Pietro Totis et al
10-08-2021	Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation by Lianghao Xia et al
10-08-2021	Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network by Lianghao Xia et al
10-08-2021	Learning to Centralize Dual-Arm Assembly by Marvin Alles et al
10-07-2021	Evaluating model-based planning and planner amortization for continuous control by Arunkumar Byravan et al
10-06-2021	No-Press Diplomacy from Scratch by Anton Bakhtin et al
10-08-2021	How Can AI Recognize Pain and Express Empathy by Siqi Cao et al
10-05-2021	Unpacking the Black Box: Regulating Algorithmic Decisions by Laura Blattner et al
10-06-2021	The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation by Orevaoghene Ahia et al
10-05-2021	A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction by Moitreya Chatterjee et al
10-08-2021	Lightweight Convolutional Neural Networks By Hypercomplex Parameterization by Eleonora Grassucci et al
10-06-2021	A Uniform Framework for Anomaly Detection in Deep Neural Networks by Fangzhen Zhao et al
10-06-2021	SWAT Watershed Model Calibration using Deep Learning by M. K. Mudunuru et al
10-07-2021	Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design by Ye Yuan et al
10-05-2021	Replay-Guided Adversarial Environment Design by Minqi Jiang et al
10-05-2021	Federated Distillation of Natural Language Understanding with Confident Sinkhorns by Rishabh Bhardwaj et al
10-05-2021	Attention Augmented Convolutional Transformer for Tabular Time-series by Sharath M Shankaranarayana et al
10-07-2021	Lagrangian Neural Network with Differential Symmetries and Relational Inductive Bias by Ravinder Bhattoo et al
10-06-2021	QTN-VQC: An End-to-End Learning framework for Quantum Neural Networks by Jun Qi et al
10-07-2021	ABCP: Automatic Block-wise and Channel-wise Network Pruning via Joint Search by Jiaqi Li et al
10-08-2021	Stereo Dense Scene Reconstruction and Accurate Laparoscope Localization for Learning-Based Navigation in Robot-Assisted Surgery by Ruofeng Wei et al
10-07-2021	Federated Learning from Small Datasets by Michael Kamp et al
10-07-2021	Self-Evolutionary Optimization for Pareto Front Learning by Simyung Chang et al
10-08-2021	Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions by Thippa Reddy Gadekallu et al
10-07-2021	From Weighted Conditionals of Multilayer Perceptrons to a Gradual Argumentation Semantics by Laura Giordano
10-06-2021	Objects in Semantic Topology by Shuo Yang et al
10-06-2021	Cloud Failure Prediction with Hierarchical Temporary Memory: An Empirical Assessment by Oliviero Riganelli et al
10-07-2021	Automated Testing of AI Models by Swagatam Haldar et al