2021.3.22 AI papers

03-18-2021	Requirement Engineering Challenges for AI-intense Systems Development by Hans-Martin Heyn et al
03-17-2021	Training GANs with Stronger Augmentations via Contrastive Discriminator by Jongheon Jeong et al
03-18-2021	All NLP Tasks Are Generation Tasks: A General Pretraining Framework by Zhengxiao Du et al
03-17-2021	A Practical Guide to Multi-Objective Reinforcement Learning and Planning by Conor F. Hayes et al
03-17-2021	Situated Language Learning via Interactive Narratives by Prithviraj Ammanabrolu et al
03-16-2021	Spatial Dependency Networks: Neural Layers for Improved Generative Image Modeling by Đorđe Miladinović et al
03-19-2021	Paint by Word by David Bau et al
03-18-2021	Constructive and Toxic Speech Detection for Open-domain Social Media Comments in Vietnamese by Luan Thanh Nguyen et al
03-18-2021	The Case for High-Accuracy Classification: Think Small, Think Many! by Mohammad Hosseini et al
03-18-2021	Consistency-based Active Learning for Object Detection by Weiping Yu et al
03-18-2021	Evaluating Document Coherence Modelling by Aili Shen et al
03-16-2021	Learning without gradient descent encoded by the dynamics of a neurobiological model by Vivek Kurien George et al
03-17-2021	The Untapped Potential of Off-the-Shelf Convolutional Neural Networks by Matthew Inkawhich et al
03-17-2021	Evaluation of soccer team defense based on prediction models of ball recovery and being attacked by Kosuke Toda et al
03-17-2021	Revisiting the Loss Weight Adjustment in Object Detection by Wenxin Yu et al
03-17-2021	CheXbreak: Misclassification Identification for Deep Learning Models Interpreting Chest X-rays by Emma Chen et al
03-18-2021	DanceNet3D: Music Based Dance Generation with Parametric Motion Transformer by Buyu Li et al
03-17-2021	Infinite-Horizon Offline Reinforcement Learning with Linear Function Approximation: Curse of Dimensionality and Algorithm by Lin Chen et al
03-17-2021	Set-to-Sequence Methods in Machine Learning: a Review by Mateusz Jurewicz et al
03-17-2021	Machine Vision based Sample-Tube Localization for Mars Sample Return by Shreyansh Daftry et al
03-19-2021	Beyond Linear Subspace Clustering: A Comparative Study of Nonlinear Manifold Clustering Algorithms by Maryam Abdolali et al
03-18-2021	Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning by Sebastian Curi et al
03-17-2021	Code Word Detection in Fraud Investigations using a Deep-Learning Approach by Youri van der Zee et al
03-16-2021	KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph by Yiying Yang et al
03-18-2021	Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case by Florian Rehm et al
03-17-2021	Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study by Justus Bogner et al
03-17-2021	Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking by Andrew N Carr et al
03-16-2021	Bio-inspired Robustness: A Review by Harshitha Machiraju et al
03-16-2021	SPICE: Semantic Pseudo-labeling for Image Clustering by Chuang Niu et al
03-16-2021	Pros and Cons of GAN Evaluation Measures: New Developments by Ali Borji
03-16-2021	Sparse Curriculum Reinforcement Learning for End-to-End Driving by Pranav Agarwal et al
03-17-2021	Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing Loss by Boxiang Dong et al
03-16-2021	In-air Knotting of Rope using Dual-Arm Robot based on Deep Learning by Kanata Suzuki et al
03-18-2021	Deep Reinforcement Learning-Aided RAN Slicing Enforcement for B5G Latency Sensitive Services by Sergio Martiradonna et al
03-16-2021	Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar by Peike Li et al
03-19-2021	Attention-based model for predicting question relatedness on Stack Overflow by Jiayan Pei et al
03-19-2021	Improving Image co-segmentation via Deep Metric Learning by Zhengwen Li et al
03-17-2021	An Efficient Method for the Classification of Croplands in Scarce-Label Regions by Houtan Ghaffari
03-17-2021	Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots by Samson Tan et al
03-17-2021	ENCONTER: Entity Constrained Progressive Sequence Generation via Insertion-based Transformer by Lee-Hsun Hsieh et al
03-18-2021	Optimal transport framework for efficient prototype selection by Karthik S. Gurumoorthy et al
03-18-2021	Lossless compression with state space models using bits back coding by James Townsend et al
03-16-2021	Learning to Shape Rewards using a Game of Switching Controls by David Mguni et al
03-18-2021	Top-m identification for linear bandits by Clémence Réda et al
03-19-2021	Empirical Analysis of Machine Learning Configurations for Prediction of Multiple Organ Failure in Trauma Patients by Yuqing Wang et al
03-17-2021	Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs by Yanlin Wang et al
03-19-2021	Controllable Generation from Pre-trained Language Models via Inverse Prompting by Xu Zou et al
03-18-2021	Maximum Entropy Reinforcement Learning with Mixture Policies by Nir Baram et al
03-19-2021	Bilinear Classes: A Structural Framework for Provable Generalization in RL by Simon S. Du et al
03-16-2021	Fairness-aware Outlier Ensemble by Haoyu Liu et al
03-17-2021	Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer by Xiaojie Gao et al
03-17-2021	Interpretable Distance Metric Learning for Handwritten Chinese Character Recognition by Boxiang Dong et al
03-18-2021	Learning How to Optimize Black-Box Functions With Extreme Limits on the Number of Function Evaluations by Carlos Ansotegui et al
03-16-2021	LRGNet: Learnable Region Growing for Class-Agnostic Point Cloud Segmentation by Jingdao Chen et al
03-17-2021	Few-Shot Visual Grounding for Natural Human-Robot Interaction by Giorgos Tziafas et al
03-18-2021	Domain Generalization using Ensemble Learning by Yusuf Mesbah et al
03-19-2021	Tf-GCZSL: Task-Free Generalized Continual Zero-Shot Learning by Chandan Gautam et al
03-16-2021	Learned Gradient Compression for Distributed Deep Learning by Lusine Abrahamyan et al
03-16-2021	Balancing Biases and Preserving Privacy on Balanced Faces in the Wild by Joseph P Robinson et al
03-16-2021	Automatic Intent-Slot Induction for Dialogue Systems by Zengfeng Zeng et al
03-18-2021	Data driven algorithms for limited labeled data learning by Maria-Florina Balcan et al
03-19-2021	Computational Emotion Analysis From Images: Recent Advances and Future Directions by Sicheng Zhao et al
03-16-2021	Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving deep spatial transformers by Ashesh Chattopadhyay et al
03-18-2021	On Steady-State Evolutionary Algorithms and Selective Pressure: Why Inverse Rank-Based Allocation of Reproductive Trials is Best by Dogan Corus et al
03-16-2021	Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge by Ashish Rana et al
03-18-2021	ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction by Zheng Huang et al
03-17-2021	HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks by Zhou Xian et al
03-16-2021	Distributed Deep Learning Using Volunteer Computing-Like Paradigm by Medha Atre et al
03-19-2021	Quality Evolvability ES: Evolving Individuals With a Distribution of Well Performing and Diverse Offspring by Adam Katona et al
03-17-2021	MS*: A New Exact Algorithm for Multi-agent Simultaneous Multi-goal Sequencing and Path Finding by Zhongqiang Ren et al
03-16-2021	A Multilingual African Embedding for FAQ Chatbots by Aymen Ben Elhaj Mabrouk et al
03-18-2021	Pretraining the Noisy Channel Model for Task-Oriented Dialogue by Qi Liu et al
03-17-2021	Augmenting Supervised Learning by Meta-learning Unsupervised Local Rules by Jeffrey Cheng et al
03-17-2021	Near Optimal Policy Optimization via REPS by Aldo Pacchiano et al
03-19-2021	BERTSurv: BERT-Based Survival Models for Predicting Outcomes of Trauma Patients by Yun Zhao et al
03-17-2021	STYLER: Style Modeling with Rapidity and Robustness via SpeechDecomposition for Expressive and Controllable Neural Text to Speech by Keon Lee et al
03-16-2021	Cognitive architecture aided by working-memory for self-supervised multi-modal humans recognition by Jonas Gonzalez-Billandon et al
03-16-2021	Taming Wild Price Fluctuations: Monotone Stochastic Convex Optimization with Bandit Feedback by Jad Salem et al
03-16-2021	TLSAN: Time-aware Long- and Short-term Attention Network for Next-item Recommendation by Jianqing Zhang et al
03-18-2021	3D Human Pose Estimation with Spatial and Temporal Transformers by Ce Zheng et al
03-16-2021	Digital Peter: Dataset, Competition and Handwriting Recognition Methods by Mark Potanin et al
03-18-2021	Recent Advances in Deep Learning Techniques for Face Recognition by Md. Tahmid Hasan Fuad et al
03-17-2021	Transformer-based ASR Incorporating Time-reduction Layer and Fine-tuning with Self-Knowledge Distillation by Md Akmal Haidar et al
03-16-2021	Using a Personal Health Library-Enabled mHealth Recommender System for Self-Management of Diabetes Among Underserved Populations: Use Case for Knowledge Graphs and Linked Data by Nariman Ammar et al
03-19-2021	Performance Analysis of Deep Learning Workloads on a Composable System by Kauotar El Maghraoui et al
03-18-2021	White Paper Machine Learning in Certified Systems by Hervé Delseny et al
03-18-2021	Articulated Object Interaction in Unknown Scenes with Whole-Body Mobile Manipulation by Mayank Mittal et al
03-16-2021	Dual Side Deep Context-aware Modulation for Social Recommendation by Bairan Fu et al
03-17-2021	Z Distance Function for KNN Classification by Shichao Zhang et al
03-18-2021	Hidden Technical Debts for Fair Machine Learning in Financial Services by Chong Huang et al
03-18-2021	GCN-ALP: Addressing Matching Collisions in Anchor Link Prediction by Hao Gao et al
03-17-2021	Human-AI Symbiosis: A Survey of Current Approaches by Zahra Zahedi et al
03-16-2021	Evaluation of a Bi-Directional Methodology for Automated Assessment of Compliance to Continuous Application of Clinical Guidelines, in the Type 2 Diabetes-Management Domain by Avner Hatsek et al
03-19-2021	Knowledge-Based Hierarchical POMDPs for Task Planning by Sergio A. Serrano et al
03-19-2021	Semantic Contextual Reasoning to Provide Human Behavior by Sarika Jain et al
03-16-2021	Map completion from partial observation using the global structure of multiple environmental maps by Yuki Katsumata et al
03-19-2021	Transferable Model for Shape Optimization subject to Physical Constraints by Lukas Harsch et al
03-18-2021	MILP for the Multi-objective VM Reassignment Problem by Takfarinas Saber et al
03-18-2021	CoCoMoT: Conformance Checking of Multi-Perspective Processes via SMT (Extended Version) by Paolo Felli et al
03-18-2021	Massively parallel hybrid search for the partial Latin square extension problem by Olivier Goudet et al
03-19-2021	Lessons Learned from Educating AI Engineers by Petra Heck et al
03-16-2021	Lyapunov Barrier Policy Optimization by Harshit Sikchi et al
03-19-2021	From driving automation systems to autonomous vehicles: clarifying the terminology by David Fernández Llorca
03-19-2021	IA Planner: Motion Planning Using Instantaneous Analysis for Autonomous Vehicle in the Dense Dynamic Scenarios on Highways by Xiaoyu Yang et al
03-16-2021	Ternary Hashing by Chang Liu et al