2021.9.20 AI papers

 

09-17-2021

Context-aware Retail Product Recommendation with Regularized Gradient Boosting
by Sourya Dipta Das et al

09-14-2021

Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning
by Da Yin et al

09-17-2021

Cross Modification Attention Based Deliberation Model for Image Captioning
by Zheng Lian et al

09-16-2021

An End-to-End Transformer Model for 3D Object Detection
by Ishan Misra et al

09-15-2021

Karpovs Queen Sacrifices and AI
by Shiva Maharaj et al

09-14-2021

Graph Embedding via Diffusion-Wavelets-Based Node Feature Distribution Characterization
by Lili Wang et al

09-14-2021

Improving Test Case Generation for REST APIs Through Hierarchical Clustering
by Dimitri Stallenberg et al

09-16-2021

Reframing Instructional Prompts to GPTks Language
by Swaroop Mishra et al

09-14-2021

Learning to Navigate Intersections with Unsupervised Driver Trait Inference
by Shuijing Liu et al

09-16-2021

Marginal MAP Estimation for Inverse RL under Occlusion with Observer Noise
by Prasanth Sengadu Suresh et al

09-17-2021

Repurposing of Resources: from Everyday Problem Solving through to Crisis Management
by Antonis Bikakis et al

09-16-2021

Raising context awareness in motion forecasting
by Hédi Ben-Younes et al

09-16-2021

A Machine Learning Framework for Automatic Prediction of Human Semen Motility
by Sandra Ottl et al

09-15-2021

Dialog speech sentiment classification for imbalanced datasets
by Sergis Nicolaou et al

09-15-2021

EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation
by Chenhe Dong et al

09-14-2021

A Three Step Training Approach with Data Augmentation for Morphological Inflection
by Gabor Szolnok et al

09-14-2021

Exploration in Deep Reinforcement Learning: A Comprehensive Survey
by Tianpei Yang et al

09-14-2021

Deep Denerative Models for Drug Design and Response
by Karina Zadorozhny et al

09-16-2021

Enabling risk-aware Reinforcement Learning for medical interventions through uncertainty decomposition
by Paul Festor et al

09-16-2021

Formalisation of Action with Durations in Answer Set Programming
by Etienne Tignon

09-16-2021

SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis
by Chengxi Li et al

09-16-2021

Comprehensive Multi-Agent Epistemic Planning
by Francesco Fabiano

09-16-2021

Label-Attention Transformer with Geometrically Coherent Objects for Image Captioning
by Shikha Dubey et al

09-16-2021

Syntactic Requirements for Well-defined Hybrid Probabilistic Logic Programs
by Damiano Azzolini et al

09-17-2021

Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules
by Forough Arabshahi et al

09-16-2021

Reinforcement Learning on Encrypted Data
by Alberto Jesu et al

09-16-2021

Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI
by Santhosh K. Ramakrishnan et al

09-17-2021

Scheduling in Parallel Finite Buffer Systems: Optimal Decisions under Delayed Feedback
by Anam Tahir et al

09-14-2021

Reactive and Safe Road User Simulations using Neural Barrier Certificates
by Yue Meng et al

09-16-2021

Conservative Data Sharing for Multi-Task Offline Reinforcement Learning
by Tianhe Yu et al

09-15-2021

Evolutionary Reinforcement Learning Dynamics with Irreducible Environmental Uncertainty
by Wolfram Barfuss et al

09-15-2021

Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD
by Chen Fan et al

09-15-2021

Internet of Behavior (IoB) and Explainable AI Systems for Influencing IoT Behavior
by Haya Elayan et al

09-16-2021

ThriftyDAgger: Budget-Aware Novelty and Risk Gating for Interactive Imitation Learning
by Ryan Hoque et al

09-14-2021

Vision Transformer for Learning Driving Policies in Complex Multi-Agent Environments
by Eshagh Kargar et al

09-14-2021

Netmarble AI Centers WMT21 Automatic Post-Editing Shared Task Submission
by Shinhyeok Oh et al

09-15-2021

Automatic Symmetry Discovery with Lie Algebra Convolutional Network
by Nima Dehmamy et al

09-14-2021

Space Time Recurrent Memory Network
by Hung Nguyen et al

09-14-2021

Large-scale Autonomous Flight with Real-time Semantic SLAM under Dense Forest Canopy
by Xu Liu et al

09-16-2021

Mass Segmentation in Automated 3-D Breast Ultrasound Using Dual-Path U-net
by Hamed Fayyaz et al

09-15-2021

Temporal Parameter-free Deep Skinning of Animated Meshes
by Anastasia Moutafidou et al

09-16-2021

Learning logic programs through divide, constrain, and conquer
by Andrew Cropper

09-14-2021

BenchIE: Open Information Extraction Evaluation Based on Facts, Not Tokens
by Kiril Gashteovski et al

09-14-2021

An Apparatus for the Simulation of Breathing Disorders: Physically Meaningful Generation of Surrogate Data
by Harry J. Davies et al

09-15-2021

Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset
by Tianqing Fang et al

09-15-2021

An Ontology-Based Information Extraction System for Residential Land Use Suitability Analysis
by Munira Al-Ageili et al

09-15-2021

Cross-Register Projection for Headline Part of Speech Tagging
by Adrian Benton et al

09-15-2021

Low-Resource Named Entity Recognition Based on Multi-hop Dependency Trigger
by Jiangxu Wu

09-14-2021

Deep hierarchical reinforcement agents for automated penetration testing
by Khuong Tran et al

09-16-2021

Compact Binary Fingerprint for Image Copy Re-Ranking
by Nazar Mohammad et al

09-16-2021

Hierarchical Control of Situated Agents through Natural Language
by Shuyan Zhou et al

09-17-2021

Self-Supervised Neural Architecture Search for Imbalanced Datasets
by Aleksandr Timofeev et al

09-17-2021

Hierarchy-Aware T5 with Path-Adaptive Mask Mechanism for Hierarchical Text Classification
by Wei Huang et al

09-16-2021

Numerical reasoning in machine reading comprehension tasks: are we there yet?
by Hadeel Al-Negheimish et al

09-16-2021

Weighted Graph-Based Signal Temporal Logic Inference Using Neural Networks
by Nasim Baharisangari et al

09-15-2021

DROMO: Distributionally Robust Offline Model-based Policy Optimization
by Ruizhen Liu et al

09-14-2021

Network representation learning systematic review: ancestors and current development state
by Amina Amara et al

09-15-2021

Optimising Rolling Stock Planning including Maintenance with Constraint Programming and Quantum Annealing
by Cristian Grozea et al

09-14-2021

Convergence of a Human-in-the-Loop Policy-Gradient Algorithm With Eligibility Trace Under Reward, Policy, and Advantage Feedback
by Ishaan Shah et al

09-16-2021

Frequent Itemset Mining with Multiple Minimum Supports: a Constraint-based Approach
by Mohamed-Bachir Belaid et al

09-17-2021

Soft Actor-Critic With Integer Actions
by Ting-Han Fan et al

09-14-2021

Exploring the Connection between Knowledge Distillation and Logits Matching
by Defang Chen et al

09-16-2021

Resolution based Feature Distillation for Cross Resolution Person Re-Identification
by Asad Munir et al

09-16-2021

Modeling and Solving Graph Synthesis Problems Using SAT-Encoded Reachability Constraints in Picat
by Neng-Fa Zhou

09-16-2021

exp(ASPc) : Explaining ASP Programs with Choice Atoms and Constraint Rules
by Ly Ly Trieu et al

09-16-2021

Natlog: a Lightweight Logic Programming Language with a Neuro-symbolic Touch
by Paul Tarau

09-16-2021

Generating Explainable Rule Sets from Tree-Ensemble Learning Methods by Answer Set Programming
by Akihiro Takemura et al

09-16-2021

A Logic-based Multi-agent System for Ethical Monitoring and Evaluation of Dialogues
by Abeer Dyoub et al

09-16-2021

CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research
by Chris Cummins et al

09-16-2021

Generating Concurrent Programs From Sequential Data Structure Knowledge Using Answer Set Programming
by Sarat Chandra Varanasi et al

09-17-2021

Primer: Searching for Efficient Transformers for Language Modeling
by David R. So et al

09-16-2021

Beyond 5G RIS mmWave Systems: Where Communication and Localization Meet
by Jiguang He et al

09-16-2021

Targeted Attack on Deep RL-based Autonomous Driving with Learned Visual Patterns
by Prasanth Buddareddygari et al

09-16-2021

Deep Algorithmic Question Answering: Towards a Compositionally Hybrid AI for Algorithmic Reasoning
by Kwwabena Nuamah

09-14-2021

The Promise of Dataflow Architectures in the Design of Processing Systems for Autonomous Machines
by Shaoshan Liu et al

09-16-2021

SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models
by Simon Ott et al

09-15-2021

MPC-Friendly Commitments for Publicly Verifiable Covert Security
by Nitin Agrawal et al

09-14-2021

Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net
by Yanwu Yang et al

09-14-2021

Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems
by Yi Dong et al

09-15-2021

Parallel Constraint-Driven Inductive Logic Programming
by Andrew Cropper et al

09-15-2021

Co-Embedding: Discovering Communities on Bipartite Graphs through Projection
by Gaëlle Candel et al

09-14-2021

Cross-Region Domain Adaptation for Class-level Alignment
by Zhijie Wang et al

09-14-2021

Benchmarking the Spectrum of Agent Capabilities
by Danijar Hafner

09-16-2021

Humanly Certifying Superhuman Classifiers
by Qiongkai Xu et al

09-16-2021

Automata Techniques for Temporal Answer Set Programming
by Susana Hahn

09-14-2021

Proceedings 37th International Conference on Logic Programming (Technical Communications)
by Andrea Formisano et al

09-16-2021

Language Models as a Knowledge Source for Cognitive Agents
by Robert E. Wray, et al

09-15-2021

It doesnt look good for a date: Transforming Critiques into Preferences for Conversational Recommendation Systems
by Victor S. Bursztyn et al

09-15-2021

A Column Streaming-Based Convolution Engine and Mapping Algorithm for CNN-based Edge AI accelerators
by Weison Lin et al

09-15-2021

Interpretable Additive Recurrent Neural Networks For Multivariate Clinical Time Series
by Asif Rahman et al

09-17-2021

Integrating Deep Reinforcement and Supervised Learning to Expedite Indoor Mapping
by Elchanan Zwecher et al

09-16-2021

A Comparative Study of Machine Learning Methods for Predicting the Evolution of Brain Connectivity from a Baseline Timepoint
by Şeymanur Aktı et al

09-15-2021

Can Machines Read Coding Manuals Yet? -- A Benchmark for Building Better Language Models for Code Understanding
by Ibrahim Abdelaziz et al

09-14-2021

Agile, Antifragile, Artificial-Intelligence-Enabled, Command and Control
by Jacob Simpson et al

09-14-2021

Talking Space: inference from spatial linguistic meanings
by Vincent Wang-Mascianica et al

09-15-2021

Universal Adversarial Attack on Deep Learning Based Prognostics
by Arghya Basak et al

09-15-2021

Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation
by Ke Wang et al

09-15-2021

Fusion with Hierarchical Graphs for Mulitmodal Emotion Recognition
by Shuyun Tang et al

09-14-2021

Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches
by Wei-Yao Wang et al

09-14-2021

Improved Few-shot Segmentation by Redefinition of the Roles of Multi-level CNN Features
by Zhijie Wang et al

09-14-2021

Learning Density Distribution of Reachable States for Autonomous Systems
by Yue Meng et al

09-16-2021

Transferable Persona-Grounded Dialogues via Grounded Minimal Edits
by Chen Henry Wu et al

09-16-2021

On the inductive biases of deep domain adaptation
by Rodrigue Siry et al

09-14-2021

Decision-Focused Summarization
by Chao-Chun Hsu et al

09-17-2021

Aggregate Semantics for Propositional Answer Set Programs
by Mario Alviano et al

09-17-2021

Allocating Indivisible Goods to Strategic Agents: Pure Nash Equilibria and Fairness
by Georgios Amanatidis et al

09-17-2021

Efficient State Representation Learning for Dynamic Robotic Scenarios
by Zhaorun Chen et al

09-15-2021

Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering
by Ander Salaberria et al

09-15-2021

Federated Submodel Averaging
by Yucheng Ding et al

09-15-2021

ROS-X-Habitat: Bridging the ROS Ecosystem with Embodied AI
by Guanxiong Chen et al

09-15-2021

Challenges in Detoxifying Language Models
by Johannes Welbl et al

09-15-2021

Synthesizing Policies That Account For Human Execution Errors Caused By StateAliasing In Markov Decision Processes
by Sriram Gopalakrishnan et al

09-14-2021

Multi-Level Features Contrastive Networks for Unsupervised Domain Adaptation
by Le Liu et al

09-15-2021

Solving Occlusion in Terrain Mapping with Neural Networks
by Maximilian Stölzle et al

09-16-2021

Label Assignment Distillation for Object Detection
by Minghao Gao et al

09-14-2021

Semantic Answer Type Prediction using BERT: IAI at the ISWC SMART Task 2020
by Vinay Setty et al

09-14-2021

IGNNITION: Bridging the Gap Between Graph Neural Networks and Networking Systems
by David Pujol-Perich et al

09-14-2021

Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward
by Zhe Hu et al

09-14-2021

COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification
by Audrey Chung et al

09-14-2021

Sparse Fuzzy Attention for Structured Sentiment Analysis
by Letain Peng et al

09-16-2021

Ethics Sheet for Automatic Emotion Recognition and Sentiment Analysis
by Saif M. Mohammad

09-15-2021

Subspace Learning for Personalized Federated Optimization
by Seok-Ju Hahn et al

09-14-2021

Optimal To-Do List Gamification for Long Term Planning
by Saksham Consul et al

09-16-2021

A Survey on Temporal Sentence Grounding in Videos
by Xiaohan Lan et al

09-15-2021

CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting
by Harshavardhan Kamarthi et al

09-15-2021

Discriminative and Generative Transformer-based Models For Situation Entity Classification
by Mehdi Rezaee et al

09-15-2021

Deep Bregman Divergence for Contrastive Learning of Visual Representations
by Mina Rezaei et al

09-15-2021

Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering
by Zhe Lin et al

09-14-2021

A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients
by Adam Izdebski et al

09-14-2021

A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling
by Feiliang Ren et al

09-17-2021

Data-Driven Off-Policy Estimator Selection: An Application in User Marketing on An Online Content Delivery Service
by Yuta Saito et al

09-14-2021

Building Accurate Simple Models with Multihop
by Amit Dhurandhar et al

09-16-2021

Decision Tree Learning with Spatial Modal Logics
by Giovanni Pagliarini et al

09-16-2021

Refining the Semantics of Epistemic Specifications
by Ezgi Iraz Su

09-16-2021

How to Split a Logic Program
by Rachel Ben-Eliyahu-Zohary

09-16-2021

Fixpoint Semantics for Recursive SHACL
by Bart Bogaerts et al

09-16-2021

Weighted Conditional EL{^}bot Knowledge Bases with Integer Weights: an ASP Approach
by Laura Giordano et al

09-16-2021

Quantitative and Stream Extensions of Answer Set Programming
by Rafael Kiesel

09-15-2021

Unit Selection with Causal Diagram
by Ang Li et al

09-15-2021

Fast Extraction of Word Embedding from Q-contexts
by Junsheng Kong et al

09-15-2021

A Unified Framework for Biphasic Facial Age Translation with Noisy-Semantic Guided Generative Adversarial Networks
by Muyi Sun et al

09-15-2021

Topic Transferable Table Question Answering
by Saneem Ahmed Chemmengath et al

09-14-2021

DSDF: An approach to handle stochastic agents in collaborative multi-agent reinforcement learning
by Satheesh K. Perepu et al

09-17-2021

Grounding Natural Language Instructions: Can Large Language Models Capture Spatial Information?
by Julia Rozanova et al

09-17-2021

A Fairness Analysis on Private Aggregation of Teacher Ensembles
by Cuong Tran et al

09-17-2021

Graph Learning for Cognitive Digital Twins in Manufacturing Systems
by Trier Mortlock et al

09-14-2021

Focus on Impact: Indoor Exploration with Intrinsic Motivation
by Roberto Bigazzi et al

09-15-2021

A Computable Piece of Uncomputable Art whose Expansion May Explain the Universe in Software Space
by Hector Zenil

09-16-2021

Dynamics-Aware Quality-Diversity for Efficient Learning of Skill Repertoires
by Bryan Lim et al

09-16-2021

DiscASP: A Graph-based ASP System for Finding Relevant Consistent Concepts with Applications to Conversational Socialbots
by Fang Li et al

09-16-2021

Flexible and Explainable Solutions for Multi-Agent Path Finding Problems
by Aysu Bogatarkan

09-14-2021

Few-shot Quality-Diversity Optimisation
by Achkan Salehi et al

09-14-2021

Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document
by Shaden Shaar et al

09-15-2021

Estimation of Warfarin Dosage with Reinforcement Learning
by Arpita Vats

09-14-2021

Just What do You Think Youre Doing, Dave? A Checklist for Responsible Data Use in NLP
by Anna Rogers et al

09-14-2021

Greenformer: Factorization Toolkit for Efficient Deep Neural Networks
by Samuel Cahyawijaya et al

09-16-2021

Efficient and Effective Generation of Test Cases for Pedestrian Detection -- Search-based Software Testing of Baidu Apollo in SVL
by Hamid Ebadi et al

09-16-2021

Alquist 4.0: Towards Social Intelligence Using Generative Models and Dialogue Personalization
by Jakub Konrád et al

09-17-2021

Dynamic Spatiotemporal Graph Convolutional Neural Networks for Traffic Data Imputation with Complex Missing Patterns
by Yuebing Liang et al

09-17-2021

Distilling Linguistic Context for Language Model Compression
by Geondo Park et al

09-16-2021

Scaling Laws for Neural Machine Translation
by Behrooz Ghorbani et al

09-16-2021

Let the CAT out of the bag: Contrastive Attributed explanations for Text
by Saneem Chemmengath et al

09-15-2021

Matching with Transformers in MELT
by Sven Hertling et al

09-15-2021

Multi-Task Learning with Sequence-Conditioned Transporter Networks
by Michael H. Lim et al

09-14-2021

Secure Your Ride: Real-time Matching Success Rate Prediction for Passenger-Driver Pairs
by Yuandong Wang et al

09-14-2021

Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation
by Xin Zheng et al

09-16-2021

Product Configuration in Answer Set Programming
by Seemran Mishra

09-16-2021

Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health
by Aditya Mate et al

09-14-2021

Continuous Homeostatic Reinforcement Learning for Self-Regulated Autonomous Agents
by Hugo Laurençon et al

09-14-2021

Choosing the Right Algorithm With Hints From Complexity Theory
by Shouda Wang et al

09-15-2021

FCA: Learning a 3D Full-coverage Vehicle Camouflage for Multi-view Physical Adversarial Attack
by DonghuaWang et al

09-15-2021

Target Languages (vs. Inductive Biases) for Learning to Act and Plan
by Hector Geffner

09-17-2021

Carl-Lead: Lidar-based End-to-End Autonomous Driving with Contrastive Deep Reinforcement Learning
by Peide Cai et al

09-16-2021

Interpretable Local Tree Surrogate Policies
by John Mern et al

09-14-2021

The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders
by Han He et al

09-17-2021

Learning Enhanced Optimisation for Routing Problems
by Nasrin Sultana et al

09-17-2021

SaCoFa: Semantics-aware Control-flow Anonymization for Process Mining
by Stephan A. Fahrenkrog-Petersen et al

09-14-2021

A Temporal Variational Model for Story Generation
by David Wilmot et al

09-14-2021

Deceptive Decision-Making Under Uncertainty
by Yagiz Savas et al

09-15-2021

METEOR: A Massive Dense & Heterogeneous Behavior Dataset for Autonomous Driving
by Rohan Chandra et al

09-14-2021

A trainable monogenic ConvNet layer robust in front of large contrast changes in image classification
by E. Ulises Moya-Sánchez et al

09-17-2021

PIRenderer: Controllable Portrait Image Generation via Semantic Neural Rendering
by Yurui Ren et al

09-15-2021

Discovering Useful Compact Sets of Sequential Rules in a Long Sequence
by Erwan Bourrand et al

09-15-2021

DeepMetis: Augmenting a Deep Learning Test Set to Increase its Mutation Score
by Vincenzo Riccio et al

09-15-2021

Multiagent Multimodal Categorization for Symbol Emergence: Emergent Communication via Interpersonal Cross-modal Inference
by Yoshinobu Hagiwara et al

09-15-2021

A Relation-Oriented Clustering Method for Open Relation Extraction
by Jun Zhao et al

09-15-2021

Channel Estimation Based on Machine Learning Paradigm for Spatial Modulation OFDM
by Ahmed M. Badi et al

09-15-2021

Comparing decision mining approaches with regard to the meaningfulness of their results
by Beate Scheibel et al

09-14-2021

Embedding Node Structural Role Identity Using Stress Majorization
by Lili Wang et al

09-14-2021

DPMPC-Planner: A real-time UAV trajectory planning framework for complex static environments with dynamic obstacles
by Zhefan Xu et al

09-14-2021

Instance-wise Graph-based Framework for Multivariate Time Series Forecasting
by Wentao Xu et al

09-14-2021

Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification
by Qi Shi et al

09-14-2021

AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate
by Jongyoon Song et al

09-15-2021

Language Models are Few-shot Multilingual Learners
by Genta Indra Winata et al

09-15-2021

Jointly Modeling Aspect and Polarity for Aspect-based Sentiment Analysis in Persian Reviews
by Milad Vazan et al

 
Craig Smith