2021.12.6 AI papers

11-30-2021	The signature and cusp geometry of hyperbolic knots by Alex Davies et al
12-02-2021	Zero-Shot Text-Guided Object Generation with Dream Fields by Ajay Jain et al
11-30-2021	Donut: Document Understanding Transformer without OCR by Geewook Kim et al
12-02-2021	SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency by Devendra Singh Chaplot et al
12-01-2021	RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs by Michael Niemeyer et al
11-30-2021	Hallucinated Neural Radiance Fields in the Wild by Xingyu Chen et al
12-02-2021	GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras by Ye Yuan et al
12-02-2021	DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting by Yongming Rao et al
12-02-2021	Masked-attention Mask Transformer for Universal Image Segmentation by Bowen Cheng et al
12-01-2021	SegDiff: Image Segmentation with Diffusion Probabilistic Models by Tomer Amit et al
12-01-2021	Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text by Christopher Clark et al
12-01-2021	Collaborative AI Needs Stronger Assurances Driven by Risks by Jubril Gbolahan Adigun et al
12-01-2021	MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions by Mattia Soldan et al
12-01-2021	Robustness in Deep Learning for Computer Vision: Mind the gap? by Nathan Drenkow et al
12-01-2021	Object-Centric Unsupervised Image Captioning by Zihang Meng et al
12-02-2021	Differentiable Spatial Planning using Transformers by Devendra Singh Chaplot et al
12-02-2021	ScaleVLAD: Improving Multimodal Sentiment Analysis via Multi-Scale Fusion of Locally Descriptors by Huaishao Luo et al
12-03-2021	NeRF-SR: High-Quality Neural Radiance Fields using Super-Sampling by Chen Wang et al
12-01-2021	MonoScene: Monocular 3D Semantic Scene Completion by Anh-Quan Cao et al
12-03-2021	Coupling Vision and Proprioception for Navigation of Legged Robots by Zipeng Fu et al
12-01-2021	Consensus Graph Representation Learning for Better Grounded Image Captioning by Wenqiao Zhang et al
12-01-2021	Reference-guided Pseudo-Label Generation for Medical Semantic Segmentation by Constantin Seibold et al
12-02-2021	LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training by Ningyu Zhang et al
11-30-2021	Easy Semantification of Bioassays by Marco Anteghini et al
12-02-2021	Is Approximation Universally Defensive Against Adversarial Attacks in Deep Neural Networks? by Ayesha Siddique et al
12-03-2021	Class-agnostic Reconstruction of Dynamic Objects from Videos by Zhongzheng Ren et al
12-01-2021	Molecular Contrastive Learning with Chemical Element Knowledge Graph by Yin Fang et al
12-02-2021	Improving Controllability of Educational Question Generation by Keyword Provision by Ying-Hong Chan et al
12-02-2021	Quantifying the uncertainty of neural networks using Monte Carlo dropout for deep learning based quantitative MRI by Mehmet Yigit Avci et al
12-02-2021	Evaluation of mathematical questioning strategies using data collected through weak supervision by Debajyoti Datta et al
11-30-2021	Dyna-bAbI: unlocking bAbIs potential with dynamic synthetic benchmarking by Ronen Tamari et al
12-01-2021	Relational Graph Learning for Grounded Video Description Generation by Wenqiao Zhang et al
11-30-2021	Finding, Scoring and Explaining Arguments in Bayesian Networks by Jaime Sevilla
12-02-2021	EngineKGI: Closed-Loop Knowledge Graph Inference by Guanglin Niu et al
12-01-2021	Narrative Cartography with Knowledge Graphs by Gengchen Mai et al
12-02-2021	On Two XAI Cultures: A Case Study of Non-technical Explanations in Deployed AI System by Helen Jiang et al
12-03-2021	Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer by Frederic Z. Zhang et al
12-02-2021	How not to Lie with a Benchmark: Rearranging NLP Leaderboards by Shavrina Tatiana et al
12-02-2021	Online Search With Best-Price and Query-Based Predictions by Spyros Angelopoulos et al
12-02-2021	Robust Robotic Control from Pixels using Contrastive Recurrent State-Space Models by Nitish Srivastava et al
12-01-2021	ProtGNN: Towards Self-Explaining Graph Neural Networks by Zaixi Zhang et al
12-01-2021	Outlier Detection using AI: A Survey by Md Nazmul Kabir Sikder et al
12-02-2021	Constrained Machine Learning: The Bagel Framework by Guillaume Perez et al
12-01-2021	On the Practical Consistency of Meta-Reinforcement Learning Algorithms by Zheng Xiong et al
12-01-2021	SaDe: Learning Models that Provably Satisfy Domain Constraints by Kshitij Goyal et al
12-02-2021	Trajectory Clustering Performance Evaluation: If we know the answer, its not clustering by Mohsen Rezaie et al
12-01-2021	MOMO -- Deep Learning-driven classification of external DICOM studies for PACS archivation by Frederic Jonske et al
12-02-2021	Improving mathematical questioning in teacher training by Debajyoti Datta et al
11-30-2021	Adaptive Optimization with Examplewise Gradients by Julius Kunze et al
12-01-2021	NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging by Zihan Liu et al
12-01-2021	How Smart Guessing Strategies Can Yield Massive Scalability Improvements for Sparse Decision Tree Optimization by Hayden McTavish et al
12-02-2021	Bayesian Optimization over Permutation Spaces by Aryan Deshwal et al
12-01-2021	Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification by Hongyi Yuan et al
12-01-2021	The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification by Seulki Park et al
12-01-2021	Interactive Model with Structural Loss for Language-based Abductive Reasoning by Linhao Li et al
12-03-2021	Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced Data for Emergency Services by Yasas Senarath et al
11-30-2021	The Power of Communication in a Distributed Multi-Agent System by Philipp Dominic Siedler
12-02-2021	Differential Property Prediction: A Machine Learning Approach to Experimental Design in Advanced Manufacturing by Loc Truong et al
12-03-2021	Could AI Democratise Education? Socio-Technical Imaginaries of an EdTech Revolution by Sahan Bulathwela et al
11-30-2021	A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank by Moonjung Eo et al
12-03-2021	Data-Free Neural Architecture Search via Recursive Label Calibration by Zechun Liu et al
12-02-2021	Computing Class Hierarchies from Classifiers by Kai Kang et al
12-02-2021	A Fast Knowledge Distillation Framework for Visual Recognition by Zhiqiang Shen et al
12-02-2021	Co-domain Symmetry for Complex-Valued Deep Learning by Utkarsh Singhal et al
12-01-2021	Robust End-to-End Focal Liver Lesion Detection using Unregistered Multiphase Computed Tomography Images by Sang-gil Lee et al
11-30-2021	CELLS: Cost-Effective Evolution in Latent Space for Goal-Directed Molecular Generation by Zhiyuan Chen et al
12-02-2021	A Review of SHACL: From Data Validation to Schema Reasoning for RDF Graphs by Paolo Pareti et al
12-01-2021	Point Cloud Segmentation Using Sparse Temporal Local Attention by Joshua Knights et al
12-03-2021	A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples by Sen Jia et al
12-03-2021	Table2Vec: Automated Universal Representation Learning to Encode All-round Data DNA for Benchmarkable and Explainable Enterprise Data Science by Longbing Cao et al
12-03-2021	Semantic Segmentation of Legal Documents via Rhetorical Roles by Vijit Malik et al
12-02-2021	Training Efficiency and Robustness in Deep Learning by Fartash Faghri
12-03-2021	Mind Your Clever Neighbours: Unsupervised Person Re-identification via Adaptive Clustering Relationship Modeling by Lianjie Jia et al
12-01-2021	Safe Exploration for Constrained Reinforcement Learning with Provable Guarantees by Archana Bura et al
12-02-2021	Probabilistic Approach for Road-Users Detection by G. Melotti et al
12-01-2021	Leveraging Sequence Embedding and Convolutional Neural Network for Protein Function Prediction by Wei-Cheng Tseng et al
12-03-2021	Probing Linguistic Information For Logical Inference In Pre-trained Language Models by Zeming Chen et al
12-01-2021	Compare Where It Matters: Using Layer-Wise Regularization To Improve Federated Learning on Heterogeneous Data by Ha Min Son et al
12-02-2021	Indexed Minimum Empirical Divergence for Unimodal Bandits by Hassan Saber et al
11-30-2021	Continuous Control With Ensemble Deep Deterministic Policy Gradients by Piotr Januszewski et al
12-01-2021	Personal Comfort Estimation in Partial Observable Environment using Reinforcement Learning by Shashi Suman et al
12-01-2021	Multi-Agent Transfer Learning in Reinforcement Learning-Based Ride-Sharing Systems by Alberto Castagna et al
12-01-2021	Adv-4-Adv: Thwarting Changing Adversarial Perturbations via Adversarial Domain Adaptation by Tianyue Zheng et al
11-30-2021	A generic physics-informed neural network-based framework for reliability assessment of multi-state systems by Taotao Zhou et al
12-02-2021	LongChecker: Improving scientific claim verification by modeling full-abstract context by David Wadden et al
12-01-2021	Context-Aware Online Client Selection for Hierarchical Federated Learning by Zhe Qu et al
11-30-2021	Querying Labelled Data with Scenario Programs for Sim-to-Real Validation by Edward Kim et al
12-02-2021	Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks by Peri Akiva et al
12-03-2021	Survey on English Entity Linking on Wikidata by Cedric Möller et al
12-02-2021	Maximum Entropy Model-based Reinforcement Learning by Oleg Svidchenko et al
12-01-2021	STEM: Unsupervised STructural EMbedding for Stance Detection by Ron Korenblum Pick et al
11-30-2021	New Datasets for Dynamic Malware Classification by Berkant Düzgün et al
11-30-2021	Embedding Principle: a hierarchical structure of loss landscape of deep neural networks by Yaoyu Zhang et al
12-01-2021	Structure-Aware Label Smoothing for Graph Neural Networks by Yiwei Wang et al
12-02-2021	The Surprising Effectiveness of Representation Learning for Visual Imitation by Jyothish Pari et al
12-03-2021	Discovery of Crime Event Sequences with Constricted Spatio-Temporal Sequential Patterns by Piotr S. Maciąg et al
12-01-2021	Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis by Zixuan Yuan et al
12-02-2021	Engineering AI Tools for Systematic and Scalable Quality Assessment in Magnetic Resonance Imaging by Yukai Zou et al
12-02-2021	TransCouplet:Transformer based Chinese Couplet Generation by Kuan-Yu Chiang et al
12-01-2021	Certified Adversarial Defenses Meet Out-of-Distribution Corruptions: Benchmarking Robustness and Simple Baselines by Jiachen Sun et al
11-30-2021	ARTSeg: Employing Attention for Thermal images Semantic Segmentation by Farzeen Munir et al
12-03-2021	Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical Documents by Vithya Yogarajan et al
12-02-2021	Batch Normalization Tells You Which Filter is Important by Junghun Oh et al
12-03-2021	Shapes of Emotions: Multimodal Emotion Recognition in Conversations via Emotion Shifts by Harsh Agarwal et al
12-02-2021	Multi-modal application: Image Memes Generation by Zhiyuan Liu et al
12-01-2021	Monolith to Microservices: Representing Application Software through Heterogeneous GNN by Alex Mathai et al
12-01-2021	Trap of Feature Diversity in the Learning of MLPs by Dongrui Liu et al
12-03-2021	Image-to-image Translation as a Unique Source of Knowledge by Alejandro D. Mousist
12-01-2021	Source Free Unsupervised Graph Domain Adaptation by Haitao Mao et al
12-01-2021	Recommending with Recommendations by Naveen Durvasula et al
12-01-2021	Conditional Expectation based Value Decomposition for Scalable On-Demand Ride Pooling by Avinandan Bose et al
12-02-2021	TransZero: Attribute-guided Transformer for Zero-Shot Learning by Shiming Chen et al
12-03-2021	Detect Faces Efficiently: A Survey and Evaluations by Yuantao Feng et al
11-30-2021	Seeking Salient Facial Regions for Cross-Database Micro-Expression Recognition by Xingxun Jiang et al
12-02-2021	Towards Intrinsic Interactive Reinforcement Learning: A Survey by Benjamin Poole et al
12-02-2021	Newton methods based convolution neural networks using parallel processing by Ujjwal Thakur et al
12-02-2021	Risk-Aware Algorithms for Combinatorial Semi-Bandits by Shaarad Ayyagari et al
12-01-2021	Reward-Free Attacks in Multi-Agent Reinforcement Learning by Ted Fujimoto et al
12-03-2021	The Catalan Language CLUB by Carlos Rodriguez-Penagos et al
12-02-2021	Mixing Deep Learning and Multiple Criteria Optimization: An Application to Distributed Learning with Multiple Datasets by Davide La Torre et al
12-02-2021	A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space by Thibault Simonetto et al
11-30-2021	Beyond Flatland: Pre-training with a Strong 3D Inductive Bias by Shubhaankar Gupta et al
12-02-2021	FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis by Yu Feng et al
12-02-2021	Architecting and Visualizing Deep Reinforcement Learning Models by Alexander Neuwirth et al
11-30-2021	Point Cloud Instance Segmentation with Semi-supervised Bounding-Box Mining by Yongbin Liao et al
12-01-2021	HyperSPNs: Compact and Expressive Probabilistic Circuits by Andy Shih et al
11-30-2021	HRNET: AI on Edge for mask detection and social distancing by Kinshuk Sengupta et al
12-03-2021	Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach by James Lee Hu et al
12-02-2021	Hamiltonian prior to Disentangle Content and Motion in Image Sequences by Asif Khan et al
12-01-2021	Effective and efficient structure learning with pruning and model averaging strategies by Anthony C. Constantinou et al
12-02-2021	TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation by Zhaoyuan Yin et al
12-01-2021	Digital Twinning Remote Laboratories for Online Practical Learning by Claire Palmer et al
12-02-2021	AutoGEL: An Automated Graph Neural Network with Explicit Link Information by Zhili Wang et al
12-02-2021	The Influence of Data Pre-processing and Post-processing on Long Document Summarization by Xinwei Du et al
12-02-2021	InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation by Pierre Colombo et al
12-02-2021	FedRAD: Federated Robust Adaptive Distillation by Stefán Páll Sturluson et al
12-03-2021	MaxRay: A Raytracing-based Integrated Sensing and Communication Framework by M. Arnold et al
12-03-2021	Towards Super-Resolution CEST MRI for Visualization of Small Structures by Lukas Folle et al
12-01-2021	A Survey on Scenario-Based Testing for Automated Driving Systems in High-Fidelity Simulation by Ziyuan Zhong et al
12-03-2021	Hybrid Digital Twin for process industry using Apros simulation environment by Mohammad Azangoo et al
12-03-2021	Characterizing Performance Bugs in Deep Learning Systems by Junming Cao et al
11-30-2021	SamplingAug: On the Importance of Patch Sampling Augmentation for Single Image Super-Resolution by Shizun Wang et al
12-03-2021	Combining Sub-Symbolic and Symbolic Methods for Explainability by Anna Himmelhuber et al
12-02-2021	Learning Robust Recommender from Noisy Implicit Feedback by Wenjie Wang et al
12-02-2021	Evaluator for Emotionally Consistent Chatbots by Chenxiao Liu et al
12-03-2021	Active Inference in Robotics and Artificial Agents: Survey and Challenges by Pablo Lanillos et al
12-02-2021	ViF-SD2E: A Robust Weakly-Supervised Method for Neural Decoding by Jingyi Feng et al
11-30-2021	Double Fuzzy Probabilistic Interval Linguistic Term Set and a Dynamic Fuzzy Decision Making Model based on Markov Process with tts Application in Multiple Criteria Group Decision Making by Zongmin Liu
11-30-2021	Flood Analytics Information System (FAIS) Version 4.00 Manual by Vidya Samadi
11-30-2021	Emotions as abstract evaluation criteria in biological and artificial intelligences by Claudius Gros
12-01-2021	AI Assurance using Causal Inference: Application to Public Policy by Andrei Svetovidov et al
12-02-2021	A Communication-efficient Federated learning assisted by Central data: Implementation of vertical training into Horizontal Federated learning by Shuo Wan et al
12-01-2021	Evolving Open Complexity by W. B. Langdon
12-03-2021	Heuristic Search Planning with Deep Neural Networks using Imitation, Attention and Curriculum Learning by Leah Chrestien et al
11-30-2021	The Effect of Iterativity on Adversarial Opinion Forming by Konstantinos Panagiotou et al
12-03-2021	Prescriptive Process Monitoring: Quo Vadis? by Kateryna Kubrak et al
12-01-2021	Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL by Charles Packer et al
12-03-2021	A Systematic IoU-Related Method: Beyond Simplified Regression for Better Localization by Hanyang Peng et al
12-01-2021	Homotopy Based Reinforcement Learning with Maximum Entropy for Autonomous Air Combat by Yiwen Zhu et al
12-03-2021	A network analysis of decision strategies of human experts in steel manufacturing by Daniel Christopher Merten et al
12-01-2021	Modeling human intention inference in continuous 3D domains by inverse planning and body kinematics by Yingdong Qian et al
12-01-2021	Closeness Centrality via the Condorcet Principle by Oskar Skibski
12-02-2021	Neurosymbolic Systems of Perception & Cognition: The Role of Attention by Hugo Latapie et al
12-03-2021	Malakai: Music That Adapts to the Shape of Emotions by Zack Harris et al
12-02-2021	Learning Large-scale Network Embedding from Representative Subgraph by Junsheng Kong et al
12-01-2021	Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-lead ECGs by Zhibin Zhao et al
12-02-2021	Resonating Minds -- Emergent Collaboration Through Hierarchical Active Inference by Jan Pöppel et al
11-30-2021	Cyberphysical Sequencing for Distributed Asset Management with Broad Traceability by Joshua Siegel et al
12-01-2021	Collective discrete optimisation as judgment aggregation by Linus Boes et al
12-03-2021	An Analytical Update Rule for General Policy Optimization by Hepeng Li et al
12-01-2021	Research on Event Accumulator Settings for Event-Based SLAM by Kun Xiao et al
11-30-2021	Risk-based implementation of COLREGs for autonomous surface vehicles using deep reinforcement learning by Thomas Nakken Larsen et al
11-30-2021	Reliability Assessment and Safety Arguments for Machine Learning Components in Assuring Learning-Enabled Autonomous Systems by Xingyu Zhao et al
12-02-2021	An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images by Zekun Li et al
12-01-2021	First Steps of an Approach to the ARC Challenge based on Descriptive Grid Models and the Minimum Description Length Principle by Sébastien Ferré
11-30-2021	A Comprehensive Survey on the Convergence of Vehicular Social Networks and Fog Computing by Farimasadat Miri et al
11-30-2021	Frequency Fitness Assignment: Optimization without a Bias for Good Solutions can be Efficient by Thomas Weise et al