2021.5.17 AI papers

 

05-14-2021

An Extension of BIM Using AI: a Multi Working-Machines Pathfinding Solution
by Yusheng Xiang et al

05-11-2021

Visual Perspective Taking for Opponent Behavior Modeling
by Boyuan Chen et al

05-11-2021

A Hybrid Decomposition-based Multi-objective Evolutionary Algorithm for the Multi-Point Dynamic Aggregation Problem
by Guanqiang Gao et al

05-13-2021

Reinforcement Learning Based Safe Decision Making for Highway Autonomous Driving
by Arash Mohammadhasani et al

05-13-2021

NLP is Not enough -- Contextualization of User Input in Chatbots
by Nathan Dolbir et al

05-11-2021

Forecast Analysis of the COVID-19 Incidence in Lebanon: Prediction of Future Epidemiological Trends to Plan More Effective Control Programs
by Salah El Falou et al

05-13-2021

MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks
by Menghui Zhu et al

05-13-2021

BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening
by Wenqi Shao et al

05-13-2021

Using Self-Supervised Co-Training to Improve Facial Representation
by Mahdi Pourmirzaei et al

05-13-2021

Geometric Model Checking of Continuous Space
by Nick Bezhanishvili et al

05-11-2021

Characterizing GAN Convergence Through Proximal Duality Gap
by Sahil Sidheekh et al

05-12-2021

Learning Uncertainty with Artificial Neural Networks for Improved Remaining Time Prediction of Business Processes
by Hans Weytjens et al

05-11-2021

ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS
by Federica Filippini et al

05-12-2021

Playing Codenames with Language Graphs and Word Embeddings
by Divya Koyyalagunta et al

05-12-2021

Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning
by Yann Fraboni et al

05-11-2021

Neuro-Symbolic Artificial Intelligence: Current Trends
by Md Kamruzzaman Sarker et al

05-12-2021

From Human-Computer Interaction to Human-AI Interaction: New Challenges and Opportunities for Enabling Human-Centered AI
by Wei Xu et al

05-11-2021

Graph Consistency Based Mean-Teaching for Unsupervised Domain Adaptive Person Re-Identification
by Xiaobin Liu et al

05-13-2021

Not All Memories are Created Equal: Learning to Forget by Expiring
by Sainbayar Sukhbaatar et al

05-14-2021

DialSumm: A Real-Life Scenario Dialogue Summarization Dataset
by Yulong Chen et al

05-14-2021

Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement Learning
by Fan Zhou et al

05-13-2021

SizeNet: Object Recognition via Object Real Size-based convolutional networks
by Xiaofei Li et al

05-13-2021

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters
by Yan Xu et al

05-11-2021

Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective
by Florin Gogianu et al

05-12-2021

Acting upon Imagination: when to trust imagined trajectories in model based reinforcement learning
by Adrian Remonda et al

05-12-2021

Segmenter: Transformer for Semantic Segmentation
by Robin Strudel et al

05-12-2021

An Open-Source Tool for Classification Models in Resource-Constrained Hardware
by Lucas Tsutsui da Silva et al

05-11-2021

Doing Natural Language Processing in A Natural Way: An NLP toolkit based on object-oriented knowledge base and multi-level grammar base
by Yu Guo

05-14-2021

Long Short-term Memory RNN
by Christian Bakke Vennerød et al

05-14-2021

Out-of-Manifold Regularization in Contextual Embedding Space for Text Classification
by Seonghyeon Lee et al

05-11-2021

Pruning of Deep Spiking Neural Networks through Gradient Rewiring
by Yanqi Chen et al

05-14-2021

Discovering the Rationale of Decisions: Experiments on Aligning Learning and Reasoning
by Cor Steging et al

05-12-2021

Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example
by Robin Kips et al

05-14-2021

Deep Learning Based RIS Channel Extrapolation with Element-grouping
by Shunbo Zhang et al

05-12-2021

NLP for Climate Policy: Creating a Knowledge Platform for Holistic and Effective Climate Action
by Pradip Swarnakar et al

05-11-2021

Performance Comparison of Different Machine Learning Algorithms on the Prediction of Wind Turbine Power Generation
by Onder Eyecioglu et al

05-12-2021

Multilingual Offensive Language Identification for Low-resource Languages
by Tharindu Ranasinghe et al

05-14-2021

Anomaly Detection in Cybersecurity: Unsupervised, Graph-Based and Supervised Learning Methods in Adversarial Environments
by David A. Bierbrauer et al

05-14-2021

Facial Age Estimation using Convolutional Neural Networks
by Adrian Kjærran et al

05-11-2021

VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning
by Adrien Bardes et al

05-13-2021

Graph Learning based Recommender Systems: A Review
by Shoujin Wang et al

05-14-2021

Building Affordance Relations for Robotic Agents - A Review
by Paola Ardón et al

05-13-2021

Exploring CTC Based End-to-End Techniques for Myanmar Speech Recognition
by Khin Me Me Chit et al

05-12-2021

Interpretable performance analysis towards offline reinforcement learning: A dataset perspective
by Chenyang Xi et al

05-12-2021

Out of the Box: Embodied Navigation in the Real World
by Roberto Bigazzi et al

05-14-2021

Importance Weighted Adversarial Discriminative Transfer for Anomaly Detection
by Cangning Fan et al

05-13-2021

3D Spatial Recognition without Spatially Labeled 3D
by Zhongzheng Ren et al

05-13-2021

Intelligence and Unambitiousness Using Algorithmic Information Theory
by Michael K. Cohen et al

05-13-2021

Superevents: Towards Native Semantic Segmentation for Event-based Cameras
by Weng Fei Low et al

05-12-2021

An Appraisal Transition System for Event-driven Emotions in Agent-based Player Experience Testing
by Saba Gholizadeh Ansari et al

05-13-2021

Semi-Supervised Variational Reasoning for Medical Dialogue Generation
by Dongdong Li et al

05-11-2021

CCN GAC Workshop: Issues with learning in biological recurrent neural networks
by Luke Y. Prince et al

05-11-2021

Accuracy-Privacy Trade-off in Deep Ensemble
by Shahbaz Rezaei et al

05-14-2021

Neural-Symbolic Commonsense Reasoner with Relation Predictors
by Farhad Moghimifar et al

05-11-2021

Learning Implicit Temporal Alignment for Few-shot Video Classification
by Songyang Zhang et al

05-14-2021

Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-RL
by Kei Akuzawa et al

05-14-2021

QAConv: Question Answering on Informative Conversations
by Chien-Sheng Wu et al

05-13-2021

DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization
by Safa Messaoud et al

05-13-2021

SIDE: I Infer the State I Want to Learn
by Zhiwei Xu et al

05-12-2021

Compatibility-aware Heterogeneous Visual Search
by Rahul Duggal et al

05-11-2021

Zero-Shot Generalization using Intrinsically Motivated Compositional Emergent Protocols
by Rishi Hazra et al

05-12-2021

Representation in Dynamical Systems
by Matthew Hutson

05-12-2021

An Efficient Learning Framework For Federated XGBoost Using Secret Sharing And Distributed Optimization
by Lunchen Xie et al

05-11-2021

Bayesian Model Averaging for Data Driven Decision Making when Causality is Partially Known
by Marios Papamichalis et al

05-13-2021

Advances in Machine and Deep Learning for Modeling and Real-time Detection of Multi-Messenger Sources
by E. A. Huerta et al

05-14-2021

XAI Handbook: Towards a Unified Framework for Explainable AI
by Sebastian Palacio et al

05-14-2021

Posterior Regularisation on Bayesian Hierarchical Mixture Clustering
by Weipeng Huang et al

05-13-2021

Episodic Transformer for Vision-and-Language Navigation
by Alexander Pashevich et al

05-11-2021

Diffusion Models Beat GANs on Image Synthesis
by Prafulla Dhariwal et al

05-11-2021

Robotic Assistant Agent for Student and Machine Co-Learning on AI-FML Practice with AIoT Application
by Chang-Shing Lee et al

05-13-2021

Identification and Avoidance of Static and Dynamic Obstacles on Point Cloud for UAVs Navigation
by Han Chen et al

05-13-2021

Physical Artificial Intelligence: The Concept Expansion of Next-GenerationArtificial Intelligence
by Yingbo Li et al

05-11-2021

Return-based Scaling: Yet Another Normalisation Trick for Deep RL
by Tom Schaul et al

05-13-2021

DeepObliviate: A Powerful Charm for Erasing Data Residual Memory in Deep Neural Networks
by Yingzhe He et al

05-13-2021

Joint Retrieval and Generation Training for Grounded Text Generation
by Yizhe Zhang et al

05-13-2021

Emergent Prosociality in Multi-Agent Games Through Gifting
by Woodrow Z. Wang et al

05-14-2021

Plot and Rework: Modeling Storylines for Visual Storytelling
by Chi-Yang Hsu et al

05-12-2021

Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level
by Ruiqi Zhong et al

05-12-2021

Characterizing Uniform Convergence in Offline Policy Evaluation via model-based approach: Offline Learning, Task-Agnostic and Reward-Free
by Ming Yin et al

05-11-2021

kdehumor at semeval-2020 task 7: a neural network model for detecting funniness in dataset humicroedit
by Rida Miraj et al

05-11-2021

Including Signed Languages in Natural Language Processing
by Kayo Yin et al

05-12-2021

The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs
by Christopher Morris et al

05-12-2021

Dynamical Isometry: The Missing Ingredient for Neural Network Pruning
by Huan Wang et al

05-14-2021

On Measuring the Diversity of Organizational Networks
by Zeinab S. Jalali et al

05-14-2021

Hierarchical Architectures in Reservoir Computing Systems
by John Moon et al

05-12-2021

Sufficient reasons for classifier decisions in the presence of constraints
by Niku Gorji et al

05-13-2021

Negative Selection Algorithm Research and Applications in the last decade: A Review
by Kishor Datta Gupta et al

05-12-2021

Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction
by Gyubok Lee et al

05-12-2021

Building a Question and Answer System for News Domain
by Sandipan Basu et al

05-13-2021

Relation-aware Hierarchical Attention Framework for Video Question Answering
by Fangtao Li et al

05-13-2021

Towards Equity and Algorithmic Fairness in Student Grade Prediction
by Weijie Jiang et al

05-11-2021

Machine Assistance for Credit Card Approval? Random Wheel can Recommend and Explain
by Anupam Khan et al

05-14-2021

Application of Three Different Machine Learning Methods on Strategy Creation for Profitable Trades on Cryptocurrency Markets
by Mohsen Asgari et al

05-13-2021

Adaptive Warm-Start MCTS in AlphaZero-like Deep Reinforcement Learning
by Hui Wang et al

05-11-2021

Operation Embeddings for Neural Architecture Search
by Michail Chatzianastasis et al

05-13-2021

Explainable Machine Learning for Fraud Detection
by Ismini Psychoula et al

05-12-2021

Exploring the Similarity of Representations in Model-Agnostic Meta-Learning
by Thomas Goerttler et al

05-11-2021

Integrating extracted information from bert and multiple embedding methods with the deep neural network for humour detection
by Rida Miraj et al

05-12-2021

Spelling Correction with Denoising Transformer
by Alex Kuznetsov et al

05-14-2021

Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets
by Max Ryabinin et al

05-13-2021

SAFIN: Arbitrary Style Transfer With Self-Attentive Factorized Instance Normalization
by Aaditya Singh et al

05-14-2021

Control of mental representations in human planning
by Mark K. Ho et al

05-12-2021

Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding
by Zhiyuan Qi et al

05-13-2021

Policy Optimization in Bayesian Network Hybrid Models of Biomanufacturing Processes
by Hua Zheng et al

05-11-2021

Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users
by Yongchun Zhu et al

05-13-2021

Comparing Human and Machine Deepfake Detection with Affective and Holistic Processing
by Matthew Groh et al

05-13-2021

Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey
by Xiaoyu Zhang et al

05-11-2021

Online POMDP Planning via Simplification
by Ori Sztyglic et al

05-12-2021

Looking at CTR Prediction Again: Is Attention All You Need?
by Yuan Cheng et al

05-11-2021

AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition
by Rameswar Panda et al

05-11-2021

Intelligent interactive technologies for mental health and well-being
by Mladjan Jovanovic et al

05-12-2021

Could you give me a hint? Generating inference graphs for defeasible reasoning
by Aman Madaan et al

05-12-2021

Probabilistic Loss and its Online Characterization for Simplified Decision Making Under Uncertainty
by Andrey Zhitnikov et al

05-14-2021

Salient Feature Extractor for Adversarial Defense on Deep Neural Networks
by Jinyin Chen et al

05-13-2021

Simplified Kripke semantics for K45-like Godel modal logics and its axiomatic extensions
by Ricardo Rodriguez et al

05-14-2021

Do Context-Aware Translation Models Pay the Right Attention?
by Kayo Yin et al

05-12-2021

Alexa, what do you do for fun? Characterizing playful requests with virtual assistants
by Chen Shani et al

05-12-2021

The Greedy and Recursive Search for Morphological Productivity
by Caleb Belth et al

05-14-2021

Efficient PAC Reinforcement Learning in Regular Decision Processes
by Alessandro Ronca et al

05-14-2021

SAT-Based Rigorous Explanations for Decision Lists
by Alexey Ignatiev et al

 
Craig Smith