2022.1.3 AI papers

12-31-2021	A Neural Network Solves and Generates Mathematics Problems by Program Synthesis: Calculus, Differential Equations, Linear Algebra, and More by Iddo Drori et al
12-29-2021	StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2 by Ivan Skorokhodov et al
12-28-2021	AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition by Yulin Wang et al
12-31-2021	Social Neuro AI: Social Interaction as the dark matter of AI by Samuele Bolotta et al
12-28-2021	DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification by Aleksandra Ćiprijanović et al
12-29-2021	Sequential Episodic Control by Ismael T. Freire et al
12-28-2021	Fake or Genuine? Contextualised Text Representation for Fake Review Detection by Rami Mohawesh et al
12-28-2021	Dense-to-Sparse Gate for Mixture-of-Experts by Xiaonan Nie et al
12-30-2021	What is Event Knowledge Graph: A Survey by Saiping Guan et al
12-29-2021	Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence by Kacper Sokol et al
12-29-2021	Res2NetFuse: A Fusion Method for Infrared and Visible Images by Xu Song et al
12-29-2021	Fine-Tuning Transformers: Vocabulary Transfer by Igor Samenko et al
12-28-2021	Towards continual task learning in artificial neural networks: current approaches and insights from neuroscience by David McCaffary
12-29-2021	EiFFFeL: Enforcing Fairness in Forests by Flipping Leaves by Seyum Assefa Abebe et al
12-29-2021	Control Theoretic Analysis of Temporal Difference Learning by Donghwan Lee
12-28-2021	Towards Relatable Explainable AI with the Perceptual Process by Wencan Zhang et al
12-28-2021	Self-Supervised Robustifying Guidance for Monocular 3D Face Reconstruction by Hitika Tiwari et al
12-30-2021	Pose Estimation of Specific Rigid Objects by Tomas Hodan
12-30-2021	Measuring and Sampling: A Metric-guided Subgraph Learning Framework for Graph Neural Network by Jiyang Bai et al
12-30-2021	TextRGNN: Residual Graph Neural Networks for Text Classification by Jiayuan Chen et al
12-28-2021	Robust Convergence in Federated Learning through Label-wise Clustering by Hunmin Lee et al
12-28-2021	Beta-VAE Reproducibility: Challenges and Extensions by Miroslav Fil et al
12-30-2021	Does QA-based intermediate training help fine-tuning language models for text classification? by Shiwei Zhang et al
12-29-2021	Dynamic programming with partial information to overcome navigational uncertainty in a nautical environment by Chris Beeler et al
12-29-2021	HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution by Chaoxiong Wu et al
12-29-2021	Learning Higher-Order Programs without Meta-Interpretive Learning by Stanisław J. Purgał et al
12-30-2021	Aim in Climate Change and City Pollution by Pablo Torres et al
12-30-2021	Two Instances of Interpretable Neural Network for Universal Approximations by Erico Tjoa et al
12-29-2021	GPS: A Policy-driven Sampling Approach for Graph Representation Learning by Tiehua Zhang et al
12-30-2021	Learning Agent State Online with Recurrent Generate-and-Test by Amir Samani et al
12-31-2021	Binary Diffing as a Network Alignment Problem via Belief Propagation by Elie Mengin et al
12-28-2021	Socially-Optimal Mechanism Design for Incentivized Online Learning by Zhiyuan Wang et al
12-29-2021	Active Learning-Based Optimization of Scientific Experimental Design by Ruoyu Wang
12-29-2021	Baihe: SysML Framework for AI-driven Databases by Andreas Pfadler et al
12-30-2021	Deconfounded Training for Graph Neural Networks by Yongduo Sui et al
12-30-2021	SimSR: Simple Distance-based State Representation for Deep Reinforcement Learning by Hongyu Zang et al
12-30-2021	Automatic Mixed-Precision Quantization Search of BERT by Changsheng Zhao et al
12-29-2021	Isotuning With Applications To Scale-Free Online Learning by Laurent Orseau et al
12-28-2021	Skin feature point tracking using deep feature encodings by Jose Ramon Chang et al
12-31-2021	Robust Entropy-regularized Markov Decision Processes by Tien Mai et al
12-30-2021	Exploring the pattern of Emotion in children with ASD as an early biomarker through Recurring-Convolution Neural Network (R-CNN) by Abirami S P et al
12-30-2021	Self Reward Design with Fine-grained Interpretability by Erico Tjoa et al
12-28-2021	Deep Graph Clustering via Dual Correlation Reduction by Yue Liu et al
12-30-2021	Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction by Zhenguang Liu et al
12-28-2021	Multilayer Graph Contrastive Clustering Network by Liang Liu et al
12-30-2021	ChunkFormer: Learning Long Time Series with Multi-stage Chunked Transformer by Yue Ju et al
12-31-2021	Settling the Bias and Variance of Meta-Gradient Estimation for Meta-Reinforcement Learning by Bo Liu et al
12-30-2021	RheFrameDetect: A Text Classification System for Automatic Detection of Rhetorical Frames in AI from Open Sources by Saurav Ghosh et al
12-30-2021	Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators by Dvir Yerushalmi et al
12-30-2021	Bayesian Algorithms Learn to Stabilize Unknown Continuous-Time Systems by Mohamad Kazem Shirani Faradonbeh et al
12-31-2021	Importance of Empirical Sample Complexity Analysis for Offline Reinforcement Learning by Samin Yeasar Arnob et al
12-29-2021	Challenges and approaches for mitigating byzantine attacks in federated learning by Shengshan Hu et al
12-30-2021	Dense Depth Estimation from Multiple 360-degree Images Using Virtual Depth by Seongyeop Yang et al
12-30-2021	Soundness in Object-centric Workflow Petri Nets by Irina A. Lomazova et al
12-31-2021	Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences by Dmitri A. Rachkovskij
12-28-2021	An AGM Approach to Revising Preferences by Adrian Haret et al
12-29-2021	ADAPQUEST: A Software for Web-Based Adaptive Questionnaires based on Bayesian Networks by Claudio Bonesana et al
12-29-2021	Learning nonlinear dynamics in synchronization of knowledge-based leader-following networks by Shimin Wang et al
12-29-2021	On some Foundational Aspects of Human-Centered Artificial Intelligence by Luciano Serafini et al
12-28-2021	Efficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations by Angeliki Kamoutsi et al
12-29-2021	A Survey of Deep Learning Techniques for Dynamic Branch Prediction by Rinu Joseph
12-28-2021	Unsupervised Domain Adaptation for Constraining Star Formation Histories by Sankalp Gilda et al
12-29-2021	Retrieving Black-box Optimal Images from External Databases by Ryoma Sato
12-28-2021	Robustness and risk management via distributional dynamic programming by Mastane Achab et al
12-29-2021	Towards a Shapley Value Graph Framework for Medical peer-influence by Jamie Duell et al
12-31-2021	Fast Learning of MNL Model from General Partial Rankings with Application to Network Formation Modeling by Jiaqi Ma et al
12-30-2021	Contrastive Learning of Semantic and Visual Representations for Text Tracking by Zhuang Li et al
12-28-2021	Proceedings of the 13th International Conference on Automated Deduction in Geometry by Predrag Janičić et al
12-31-2021	An overview of the quantitative causality analysis and causal graph reconstruction based on a rigorous formalism of information flow by X. San Liang
12-28-2021	Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction by Marcin Pietroń et al
12-30-2021	From Behavioral Theories to Econometrics: Inferring Preferences of Human Agents from Data on Repeated Interactions by Gali Noti
12-30-2021	Constraint Sampling Reinforcement Learning: Incorporating Expertise For Faster Learning by Tong Mu et al
12-29-2021	Efficient Belief Space Planning in High-Dimensional State Spaces using PIVOT: Predictive Incremental Variable Ordering Tactic by Khen Elimelech et al
12-31-2021	OWLOOP: A Modular API to Describe OWL Axioms in OOP Objects Hierarchies by Luca Buoncompagni et al
12-30-2021	Chatbot for fitness management using IBM Watson by Sai Rugved Lola et al
12-31-2021	Making AI Smart: Bridging AI and Cognitive Science by Madhav Agarwal
12-31-2021	A Research Agenda for Artificial Intelligence in the Field of Flexible Production Systems by Aljosha Köcher et al
12-28-2021	GANISP: a GAN-assisted Importance SPlitting Probability Estimator by Malik Hassanaly et al
12-28-2021	Uniform-in-Phase-Space Data Selection with Iterative Normalizing Flows by Malik Hassanaly et al
12-30-2021	An Intelligent Self-driving Truck System For Highway Transportation by Dawei Wang et al