2021.10.25 AI papers

10-21-2021	Can Q-learning solve Multi Armed Bantids? by Refael Vivanti
10-21-2021	A channel attention based MLP-Mixer network for motor imagery decoding with EEG by Yanbin He et al
10-20-2021	Hierarchical Skills for Efficient Exploration by Jonas Gehring et al
10-19-2021	Pre and Post Counting for Scalable Statistical-Relational Model Discovery by Richard Mar et al
10-19-2021	Risks of AI Foundation Models in Education by Su Lin Blodgett et al
10-19-2021	Designing A Clinically Applicable Deep Recurrent Model to Identify Neuropsychiatric Symptoms in People Living with Dementia Using In-Home Monitoring Data by Francesca Palermo et al
10-19-2021	Entity Relation Extraction as Dependency Parsing in Visually Rich Documents by Yue Zhang et al
10-19-2021	Forecasting Market Prices using DL with Data Augmentation and Meta-learning: ARIMA still wins! by Vedant Shah et al
10-22-2021	Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation by Ziwen Li et al
10-20-2021	Distributionally Robust Semi-Supervised Learning Over Graphs by Alireza Sadeghi et al
10-19-2021	EBJR: Energy-Based Joint Reasoning for Adaptive Inference by Mohammad Akbari et al
10-19-2021	Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching by Shengheng Liu et al
10-22-2021	Few-shot Semantic Segmentation with Self-supervision from Pseudo-classes by Yiwen Li et al
10-21-2021	OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated Circuit Synthesis by Animesh Basak Chowdhury et al
10-21-2021	Logical Assessment Formula and its Principles for Evaluations without Accurate Ground-Truth Labels by Yongquan Yang
10-21-2021	Single-Modal Entropy based Active Learning for Visual Question Answering by Dong-Jin Kim et al
10-20-2021	Integrating Visuospatial, Linguistic and Commonsense Structure into Story Visualization by Adyasha Maharana et al
10-21-2021	PROVES: Establishing Image Provenance using Semantic Signatures by Mingyang Xie et al
10-19-2021	GenNI: Human-AI Collaboration for Data-Backed Text Generation by Hendrik Strobelt et al
10-22-2021	Auctions Between Regret-Minimizing Agents by Yoav Kolumbus et al
10-20-2021	Repaint: Improving the Generalization of Down-Stream Visual Tasks by Generating Multiple Instances of Training Examples by Amin Banitalebi-Dehkordi et al
10-19-2021	A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison by Sannara Ek et al
10-20-2021	Model Composition: Can Multiple Neural Networks Be Combined into a Single Network Using Only Unlabeled Data? by Amin Banitalebi-Dehkordi et al
10-21-2021	RoMA: a Method for Neural Network Robustness Measurement and Assessment by Natan Levy et al
10-21-2021	Applying Second-Order Quantifier Elimination in Inspecting G\odels Ontological Proof by Christoph Wernhard
10-21-2021	GCNScheduler: Scheduling Distributed Computing Applications using Graph Convolutional Networks by Mehrdad Kiamari et al
10-22-2021	Clustering of Bank Customers using LSTM-based encoder-decoder and Dynamic Time Warping by Ehsan Barkhordar et al
10-21-2021	Analysis of memory consumption by neural networks based on hyperparameters by Mahendran N
10-20-2021	A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays by Leonardo Ravaglia et al
10-20-2021	Knowledge Graph informed Fake News Classification via Heterogeneous Representation Ensembles by Boshko Koloski et al
10-21-2021	Is High Variance Unavoidable in RL? A Case Study in Continuous Control by Johan Bjorck et al
10-22-2021	Exploiting Cross-Modal Prediction and Relation Consistency for Semi-Supervised Image Captioning by Yang Yang et al
10-21-2021	Modeling Performance in Open-Domain Dialogue with PARADISE by Marilyn Walker et al
10-21-2021	A Survey on Methods and Metrics for the Assessment of Explainability under the Proposed AI Act by Francesco Sovrano et al
10-21-2021	Statistical discrimination in learning agents by Edgar A. Duéñez-Guzmán et al
10-20-2021	SILG: The Multi-environment Symbolic Interactive Language Grounding Benchmark by Victor Zhong et al
10-19-2021	CGNN: Traffic Classification with Graph Neural Network by Bo Pang et al
10-21-2021	Neuro-Symbolic Reinforcement Learning with First-Order Logic by Daiki Kimura et al
10-19-2021	Continuous Control with Action Quantization from Demonstrations by Robert Dadashi et al
10-22-2021	Logical Activation Functions: Logit-space equivalents of Boolean Operators by Scott C. Lowe et al
10-22-2021	On the Necessity of Auditable Algorithmic Definitions for Machine Unlearning by Anvith Thudi et al
10-19-2021	Using Program Synthesis and Inductive Logic Programming to solve Bongard Problems by Atharv Sonwane et al
10-19-2021	fairadapt: Causal Reasoning for Fair Data Pre-processing by Drago Plečko et al
10-21-2021	Fast Model Editing at Scale by Eric Mitchell et al
10-20-2021	Distributionally Robust Classifiers in Sentiment Analysis by Shilun Li et al
10-20-2021	Playing 2048 With Reinforcement Learning by Shilun Li et al
10-21-2021	Towards strong pruning for lottery tickets with non-zero biases by Jonas Fischer et al
10-20-2021	Why Settle for Just One? Extending EL++ Ontology Embeddings with Many-to-Many Relationships by Biswesh Mohapatra et al
10-22-2021	Multiwave COVID-19 Prediction via Social Awareness-Based Graph Neural Networks using Mobility and Web Search Data by J. Xue et al
10-21-2021	LOA: Logical Optimal Actions for Text-based Interaction Games by Daiki Kimura et al
10-22-2021	Multi-view Contrastive Graph Clustering by Erlin Pan et al
10-21-2021	RoQNN: Noise-Aware Training for Robust Quantum Neural Networks by Hanrui Wang et al
10-21-2021	Generalized Out-of-Distribution Detection: A Survey by Jingkang Yang et al
10-20-2021	Human-Centered Explainable AI (XAI): From Algorithms to User Experiences by Q. Vera Liao et al
10-21-2021	DAIR: Data Augmented Invariant Regularization by Tianjian Huang et al
10-21-2021	Dual Encoding U-Net for Spatio-Temporal Domain Shift Frame Prediction by Jay Santokhi et al
10-20-2021	Sampling from Arbitrary Functions via PSD Models by Ulysse Marteau-Ferey et al
10-20-2021	Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences by Alain Rakotomamonjy et al
10-20-2021	CIM-PPO:Proximal Policy Optimization with Liu-Correntropy Induced Metric by Yunxiao Guo et al
10-22-2021	Mechanistic Interpretation of Machine Learning Inference: A Fuzzy Feature Importance Fusion Approach by Divish Rengasamy et al
10-20-2021	More Efficient Exploration with Symbolic Priors on Action Sequence Equivalences by Toby Johnstone et al
10-20-2021	Robust Monocular Localization in Sparse HD Maps Leveraging Multi-Task Uncertainty Estimation by Kürsat Petek et al
10-22-2021	Gapoera: Application Programming Interface for AI Environment of Indonesian Board Game by Rian Adam Rajagede et al
10-22-2021	Double Trouble: How to not explain a text classifiers decisions using counterfactuals synthesized by masked language models? by Thang M. Pham et al
10-21-2021	Mixer-based lidar lane detection network and dataset for urban roads by Donghee Paek et al
10-19-2021	A Data-Driven Reconstruction Technique based on Newtons Method for Emission Tomography by Loizos Koutsantonis et al
10-22-2021	High Fidelity 3D Reconstructions with Limited Physical Views by Mosam Dabhi et al
10-22-2021	SOFT: Softmax-free Transformer with Linear Complexity by Jiachen Lu et al
10-21-2021	Efficient Robotic Manipulation Through Offline-to-Online Reinforcement Learning and Goal-Aware State Information by Jin Li et al
10-21-2021	MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation by Yepeng Liu et al
10-19-2021	Towards Toxic and Narcotic Medication Detection with Rotated Object Detector by Jiao Peng et al
10-19-2021	What is Learned in Knowledge Graph Embeddings? by Michael R. Douglas et al
10-19-2021	Semantic Sensing and Planning for Human-Robot Collaboration in Uncertain Environments by Luke Burks et al
10-21-2021	Detecting Important Patterns Using Conceptual Relevance Interestingness Measure by Mohamed-Hamza Ibrahim et al
10-22-2021	EvoGAN: An Evolutionary Computation Assisted GAN by Feng Liu et al
10-20-2021	Colosseum: Large-Scale Wireless Experimentation Through Hardware-in-the-Loop Network Emulation by Leonardo Bonati et al
10-21-2021	Optimizing Multi-Taper Features for Deep Speaker Verification by Xuechen Liu et al
10-22-2021	Automatic Detection of Injection and Press Mold Parts on 2D Drawing Using Deep Neural Network by Junseok Lee et al
10-19-2021	StructFormer: Learning Spatial Structure for Language-Guided Semantic Rearrangement of Novel Objects by Weiyu Liu et al
10-21-2021	Power Transformer Fault Diagnosis with Intrinsic Time-scale Decomposition and XGBoost Classifier by Shoaib Meraj Sami et al
10-21-2021	Aware Adoption of AI: from Potential to Reusable Value by Mario Angelelli et al
10-22-2021	WebFed: Cross-platform Federated Learning Framework Based on Web Browser with Local Differential Privacy by Zhuotao Lian et al
10-19-2021	Aesthetic Photo Collage with Deep Reinforcement Learning by Mingrui Zhang et al
10-19-2021	AEFE: Automatic Embedded Feature Engineering for Categorical Features by Zhenyuan Zhong et al
10-19-2021	NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters by Yoichi Hirose et al
10-19-2021	Towards Optimal Correlational Object Search by Kaiyu Zheng et al
10-19-2021	DPFM: Deep Partial Functional Maps by Souhaib Attaiki et al
10-19-2021	Watch out for the risky actors: Assessing risk in dynamic environments for safe driving by Saurabh Jha et al
10-20-2021	OMB-Py: Python Micro-Benchmarks for Evaluating Performance of MPI Libraries on HPC Systems by Nawras Alnaasan et al
10-20-2021	Shaking the foundations: delusions in sequence models for interaction and control by Pedro A. Ortega et al
10-20-2021	Adversarial Socialbot Learning via Multi-Agent Deep Hierarchical Reinforcement Learning by Thai Le et al
10-20-2021	SEA: Graph Shell Attention in Graph Neural Networks by Christian M. M. Frey et al
10-19-2021	Trajectory Prediction with Linguistic Representations by Yen-Ling Kuo et al
10-19-2021	Measuring Hidden Bias within Face Recognition via Racial Phenotypes by Seyma Yucer et al
10-19-2021	On Coordinate Decoding for Keypoint Estimation Tasks by Anargyros Chatzitofis et al
10-19-2021	Multi-concept adversarial attacks by Vibha Belavadi et al
10-19-2021	flip-hoisting: Exploiting Repeated Parameters in Discrete Probabilistic Programs by Yu-Hsi Cheng et al
10-20-2021	Bootstrapping confidence in future safety based on past safe operation by Peter Bishop et al
10-22-2021	SCICAP: Generating Captions for Scientific Figures by Ting-Yao et al
10-20-2021	SMOF: Squeezing More Out of Filters Yields Hardware-Friendly CNN Pruning by Yanli Liu et al
10-19-2021	A Regularization Method to Improve Adversarial Robustness of Neural Networks for ECG Signal Classification by Linhai Ma et al
10-21-2021	Neural-guided, Bidirectional Program Search for Abstraction and Reasoning by Simon Alford et al
10-21-2021	Sequential Decision-Making for Active Object Detection from Hand by Qichen Fu et al
10-22-2021	Unraveling the hidden environmental impacts of AI solutions for environment by Anne-Laure Ligozat et al
10-19-2021	CORA: Benchmarks, Baselines, and Metrics as a Platform for Continual Reinforcement Learning Agents by Sam Powers et al
10-22-2021	AIR-Nets: An Attention-Based Framework for Locally Conditioned Implicit Representations by Simon Giebenhain et al
10-19-2021	Towards Social Situation Awareness in Support Agents by Ilir Kola et al
10-20-2021	R4: A Framework for Route Representation and Route Recommendation by Ran Cheng et al
10-22-2021	Creating Knowledge Graphs Subsets using Shape Expressions by Jose Emilio Labra Gayo
10-20-2021	Part-X: A Family of Stochastic Algorithms for Search-Based Test Generation with Probabilistic Guarantees by Giulia Pedrielli et al
10-20-2021	Privacy in Open Search: A Review of Challenges and Solutions by Samuel Sousa et al
10-19-2021	One-Step Abductive Multi-Target Learning with Diverse Noisy Samples by Yongquan Yang
10-20-2021	Principled Representation Learning for Entity Alignment by Lingbing Guo et al
10-20-2021	Controllable and Compositional Generation with Latent-Space Energy-Based Models by Weili Nie et al
10-21-2021	A Real-Time Energy and Cost Efficient Vehicle Route Assignment Neural Recommender System by Ayman Moawad et al
10-21-2021	Proceedings Third Workshop on Formal Methods for Autonomous Systems by Marie Farrell et al
10-21-2021	Wide Neural Networks Forget Less Catastrophically by Seyed Iman Mirzadeh et al
10-19-2021	SSAST: Self-Supervised Audio Spectrogram Transformer by Yuan Gong et al
10-21-2021	Self-Initiated Open World Learning for Autonomous AI Agents by Bing Liu et al
10-19-2021	Neural Network Compatible Off-Policy Natural Actor-Critic Algorithm by Raghuram Bharadwaj Diddigi et al
10-19-2021	State-based Episodic Memory for Multi-Agent Reinforcement Learning by Xiao Ma et al
10-19-2021	Multi-Objective Loss Balancing for Physics-Informed Deep Learning by Rafael Bischof et al
10-21-2021	FedGEMS: Federated Learning of Larger Server Models via Selective Knowledge Fusion by Sijie Cheng et al
10-21-2021	Decentralised Person Re-Identification with Selective Knowledge Aggregation by Shitong Sun et al
10-22-2021	Measuring the Non-Transitivity in Chess by Ricky Sanjaya et al
10-20-2021	Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks by Zihan Liul et al
10-20-2021	Dynamic Bottleneck for Robust Self-Supervised Exploration by Chenjia Bai et al
10-21-2021	SYNERGY: Building Task Bots at Scale Using Symbolic Knowledge and Machine Teaching by Baolin Peng et al
10-21-2021	Topic-Guided Abstractive Multi-Document Summarization by Peng Cui et al
10-19-2021	Offline Reinforcement Learning with Value-based Episodic Memory by Xiaoteng Ma et al
10-19-2021	Gradient-Based Mixed Planning with Discrete and Continuous Actions by Kebing Jin et al
10-20-2021	Better than Average: Paired Evaluation of NLP Systems by Maxime Peyrard et al
10-20-2021	Class Incremental Online Streaming Learning by Soumya Banerjee et al
10-21-2021	CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization by Wenzheng Hu et al
10-21-2021	PipAttack: Poisoning Federated Recommender Systems forManipulating Item Promotion by Shijie Zhang et al
10-21-2021	SecureBoost+ : A High Performance Gradient Boosting Tree Framework for Large Scale Vertical Federated Learning by Weijing Chen et al
10-21-2021	Variational Predictive Routing with Nested Subjective Timescales by Alexey Zakharov et al
10-21-2021	Generative Adversarial Graph Convolutional Networks for Human Action Synthesis by Bruno Degardin et al
10-21-2021	ModEL: A Modularized End-to-end Reinforcement Learning Framework for Autonomous Driving by Guan Wang et al
10-21-2021	Anti-Backdoor Learning: Training Clean Models on Poisoned Data by Yige Li et al
10-19-2021	MultiHead MultiModal Deep Interest Recommendation Network by Mingbao Yang et al