2021.3.1 AI papers

02-23-2021	Image Completion via Inference in Deep Generative Models by William Harvey et al
02-24-2021	Modular Object-Oriented Games: A Task Framework for Reinforcement Learning, Psychology, and Neuroscience by Nicholas Watters et al
02-23-2021	Teach Me to Explain: A Review of Datasets for Explainable NLP by Sarah Wiegreffe et al
02-25-2021	A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives by Nils Rethmeier et al
02-25-2021	Investigating the Limitations of the Transformers with Simple Arithmetic Tasks by Rodrigo Nogueira et al
02-24-2021	AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation by Bing Li et al
02-25-2021	QNLP in Practice: Running Compositional Models of Meaning on a Quantum Computer by Robin Lorenz et al
02-23-2021	Artificial Intelligence as an Anti-Corruption Tool (AI-ACT) -- Potentials and Pitfalls for Top-down and Bottom-up Approaches by Nils Köbis et al
02-25-2021	Do Input Gradients Highlight Discriminative Features? by Harshay Shah et al
02-25-2021	Visualizing MuZero Models by Joery A. de Vries et al
02-24-2021	AGENT: A Benchmark for Core Psychological Reasoning by Tianmin Shu et al
02-23-2021	Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain by Julio Wissing et al
02-23-2021	ROAD: The ROad event Awareness Dataset for Autonomous Driving by Gurkirt Singh et al
02-23-2021	HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search by Niv Nayman et al
02-23-2021	Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning by Vinay Kumar Verma et al
02-25-2021	Spanish Biomedical and Clinical Language Embeddings by Asier Gutiérrez-Fandiño et al
02-23-2021	Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning by Hongxin Xiang et al
02-23-2021	Weakly-supervised multi-class object localization using only object counts as labels by Kyle Mills et al
02-24-2021	Perspective: Purposeful Failure in Artificial Life and Artificial Intelligence by Lana Sinapayen
02-25-2021	Task-Agnostic Morphology Evolution by Donald J. Hejna et al
02-24-2021	PADA: A Prompt-based Autoregressive Approach for Adaptation to Unseen Domains by Eyal Ben-David et al
02-25-2021	CausalX: Causal Explanations and Block Multilinear Factor Analysis by M. Alex O. Vasilescu et al
02-25-2021	LazyFormer: Self Attention with Lazy Update by Chengxuan Ying et al
02-25-2021	On Interpretability and Similarity in Concept-Based Machine Learning by Léonard Kwuida et al
02-24-2021	PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning by Angelos Filos et al
02-23-2021	SeqNet: Learning Descriptors for Sequence-based Hierarchical Place Recognition by Sourav Garg et al
02-23-2021	PixSet : An Opportunity for 3D Computer Vision to Go Beyond Point Clouds With a Full-Waveform LiDAR Dataset by Jean-Luc Déziel et al
02-24-2021	Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case by Sergey Nesteruk et al
02-24-2021	Using Inverse Optimization to Learn Cost Functions in Generalized Nash Games by Stephanie Allen et al
02-25-2021	A New Neuromorphic Computing Approach for Epileptic Seizure Prediction by Fengshi Tian et al
02-23-2021	SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology by Sohini Roychowdhury et al
02-25-2021	AutoPreview: A Framework for Autopilot Behavior Understanding by Yuan Shen et al
02-25-2021	ConCrete MAP: Learning a Probabilistic Relaxation of Discrete Variables for Soft Estimation with Low Complexity by Edgar Beck et al
02-25-2021	Blockchained Federated Learning for Threat Defense by Konstantinos Demertzis
02-24-2021	Learning Emergent Discrete Message Communication for Cooperative Reinforcement Learning by Sheng Li et al
02-24-2021	Train one, Classify one, Teach one -- Cross-surgery transfer learning for surgical step recognition by Daniel Neimark et al
02-24-2021	LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching by Boer Lyu et al
02-23-2021	Comparative evaluation of CNN architectures for Image Caption Generation by Sulabh Katiyar et al
02-23-2021	Modular Deep Reinforcement Learning for Continuous Motion Planning with Temporal Logic by Mingyu Cai et al
02-26-2021	On the Importance of Hyperparameter Optimization for Model-based Reinforcement Learning by Baohe Zhang et al
02-23-2021	Adversarial Robustness with Non-uniform Perturbations by Ecenaz Erdemir et al
02-24-2021	Multi-Task Attentive Residual Networks for Argument Mining by Andrea Galassi et al
02-23-2021	Decision Rule Elicitation for Domain Adaptation by Alexander Nikitin et al
02-23-2021	Quantum Entropic Causal Inference by Mohammad Ali Javidian et al
02-25-2021	Machine Biometrics -- Towards Identifying Machines in a Smart City Environment by G. K. Sidiropoulos et al
02-23-2021	The Sensitivity of Word Embeddings-based Author Detection Models to Semantic-preserving Adversarial Perturbations by Jeremiah Duncan et al
02-23-2021	Annotating Motion Primitives for Simplifying Action Search in Reinforcement Learning by Isaac J. Sledge et al
02-24-2021	Memory-based Deep Reinforcement Learning for POMDP by Lingheng Meng et al
02-24-2021	Combining Off and On-Policy Training in Model-Based Reinforcement Learning by Alexandre Borges et al
02-24-2021	Parameterized Temperature Scaling for Boosting the Expressive Power in Post-Hoc Uncertainty Calibration by Christian Tomani et al
02-25-2021	Understanding Robustness in Teacher-Student Setting: A New Perspective by Zhuolin Yang et al
02-23-2021	Deep Convolutional Neural Networks with Unitary Weights by Hao-Yuan Chang et al
02-24-2021	Balancing Rational and Other-Regarding Preferences in Cooperative-Competitive Environments by Dmitry Ivanov et al
02-23-2021	Arguments for the Unsuitability of Convolutional Neural Networks for Non--Local Tasks by Sebastian Stabinger et al
02-23-2021	Sample-Efficient Learning of Stackelberg Equilibria in General-Sum Games by Yu Bai et al
02-24-2021	Directional Bias Amplification by Angelina Wang et al
02-25-2021	Off-Policy Imitation Learning from Observations by Zhuangdi Zhu et al
02-24-2021	Coverage as a Principle for Discovering Transferable Behavior in Reinforcement Learning by Víctor Campos et al
02-25-2021	An introduction to distributed training of deep neural networks for segmentation tasks with large seismic datasets by Claire Birnie et al
02-25-2021	Learning Chess Blindfolded: Evaluating Language Models on State Tracking by Shubham Toshniwal et al
02-23-2021	An Explainable Artificial Intelligence Approach for Unsupervised Fault Detection and Diagnosis in Rotating Machinery by Lucas Costa Brito et al
02-24-2021	An Overview of Direct Diagnosis and Repair Techniques in the WeeVis Recommendation Environment by Alexander Felfernig et al
02-24-2021	Generating and Blending Game Levels via Quality-Diversity in the Latent Space of a Variational Autoencoder by Anurag Sarkar et al
02-23-2021	Robust and Transferable Anomaly Detection in Log Data using Pre-Trained Language Models by Harold Ott et al
02-25-2021	Benchmarking and Survey of Explanation Methods for Black Box Models by Francesco Bodria et al
02-23-2021	Accelerating Recursive Partition-Based Causal Structure Learning by Md. Musfiqur Rahman et al
02-23-2021	A Novel Deep Learning Method for Textual Sentiment Analysis by Hossein Sadr et al
02-25-2021	Robust Deep Reinforcement Learning via Multi-View Information Bottleneck by Jiameng Fan et al
02-25-2021	Boundary-induced and scene-aggregated network for monocular depth prediction by Feng Xue et al
02-24-2021	AutoAI-TS: AutoAI for Time Series Forecasting by Syed Yousaf Shah et al
02-23-2021	Oriole: Thwarting Privacy against Trustworthy Deep Learning Models by Liuqiao Chen et al
02-24-2021	Triplet loss based embeddings for forensic speaker identification in Spanish by Emmanuel Maqueda et al
02-24-2021	Credit Assignment with Meta-Policy Gradient for Multi-Agent Reinforcement Learning by Jianzhun Shao et al
02-24-2021	Deep Reinforcement Learning for Safe Landing Site Selection with Concurrent Consideration of Divert Maneuvers by Keidai Iiyama et al
02-24-2021	CoreDiag: Eliminating Redundancy in Constraint Sets by Alexander Felfernig et al
02-23-2021	Parameterized Complexity of Logic-Based Argumentation in Schaefers Framework by Yasir Mahmood et al
02-23-2021	Location Trace Privacy Under Conditional Priors by Casey Meehan et al
02-25-2021	Towards Robust Graph Contrastive Learning by Nikola Jovanović et al
02-24-2021	Imitation Learning for Robust and Safe Real-time Motion Planning: A Contraction Theory Approach by Hiroyasu Tsukamoto et al
02-26-2021	Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification by Cheng Xie et al
02-26-2021	PredDiffPredDiff: Explanations and Interactions from Conditional Expectations by Stefan Blücher et al
02-24-2021	Stochastic Aggregation in Graph Neural Networks by Yuanqing Wang et al
02-23-2021	Paraphrases do not explain word analogies by Louis Fournier et al
02-25-2021	MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures by Luyan Liu et al
02-25-2021	ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning by Xin Xie et al
02-26-2021	Zoetrope Genetic Programming for Regression by Aurélie Boisbunon et al
02-25-2021	A Reconfigurable Winograd CNN Accelerator with Nesting Decomposition Algorithm for Computing Convolution with Large Filters by Jingbo Jiang et al
02-25-2021	An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization by Elan Rosenfeld et al
02-26-2021	NOMU: Neural Optimization-based Model Uncertainty by Jakob Heiss et al
02-25-2021	Combinatorial Bandits under Strategic Manipulations by Jing Dong et al
02-23-2021	Greedy Multi-step Off-Policy Reinforcement Learning by Yuhui Wang et al
02-24-2021	The Logical Options Framework by Brandon Araki et al
02-23-2021	Model-Attentive Ensemble Learning for Sequence Modeling by Victor D. Bourgin et al
02-23-2021	CAC: A Clustering Based Framework for Classification by Shivin Srivastava et al
02-24-2021	Designing Explanations for Group Recommender Systems by A. Felfernig et al
02-25-2021	Non-invasive Cognitive-level Human Interfacing for the Robotic Restoration of Reaching & Grasping by Ali Shafti et al
02-25-2021	Bias-reduced multi-step hindsight experience replay by Rui Yang et al
02-24-2021	Fast Approximate Solutions using Reinforcement Learning for Dynamic Capacitated Vehicle Routing with Time Windows by Nazneen N Sultana et al
02-24-2021	A CP-Net based Qualitative Composition Approach for an IaaS Provider by Sheik Mohammad Mostakim Fattah et al
02-23-2021	Differentiable Logic Machines by Matthieu Zimmer et al
02-24-2021	Learning to Shift Attention for Motion Generation by You Zhou et al
02-26-2021	Beyond Convolutions: A Novel Deep Learning Approach for Raw Seismic Data Ingestion by Zhaozhuo Xu et al
02-26-2021	Towards Robust and Reliable Algorithmic Recourse by Sohini Upadhyay et al
02-23-2021	Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases by Michael van Bekkum et al
02-26-2021	Zero-Shot Learning Based on Knowledge Sharing by Zeng Ting et al
02-23-2021	Scaling up learning with GAIT-prop by Sander Dalm et al
02-25-2021	Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods by Nicholay Topin et al
02-23-2021	Grounded Relational Inference: Domain Knowledge Driven Explainable Autonomous Driving by Chen Tang et al
02-24-2021	Spatio-Temporal Look-Ahead Trajectory Prediction using Memory Neural Network by Nishanth Rao et al
02-23-2021	Fair Set Selection: Meritocracy and Social Welfare by Thomas Kleine Buening et al
02-23-2021	Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others by Kanishk Gandhi et al
02-23-2021	School of hard knocks: Curriculum analysis for Pommerman with a fixed computational budget by Omkar Shelke et al
02-23-2021	A Simulation-Based Test of Identifiability for Bayesian Causal Inference by Sam Witty et al
02-23-2021	Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation by Xiaoyang Qu et al
02-26-2021	Why did the distribution change? by Kailash Budhathoki et al
02-23-2021	Recurrent Model Predictive Control by Zhengyu Liu et al
02-25-2021	Unfounded Sets for Disjunctive Hybrid MKNF Knowledge Bases by Spencer Killen et al
02-25-2021	Multi-Agent Path Planning based on MPC and DDPG by Junxiao Xue et al
02-26-2021	Potential Impacts of Smart Homes on Human Behavior: A Reinforcement Learning Approach by Shashi Suman et al
02-23-2021	Inferring Agents Preferences as Priors for Probabilistic Goal Recognition by Kin Max Gusmão et al
02-23-2021	Models we Can Trust: Toward a Systematic Discipline of (Agent-Based) Model Interpretation and Validation by Gabriel Istrate
02-26-2021	ECO: Enabling Energy-Neutral IoT Devices through Runtime Allocation of Harvested Energy by Yigit Tuncel et al
02-25-2021	Detection of Alzheimers Disease Using Graph-Regularized Convolutional Neural Network Based on Structural Similarity Learning of Brain Magnetic Resonance Images by Kuo Yang et al
02-25-2021	Case Level Counterfactual Reasoning in Process Mining by Mahnaz Sadat Qafari et al
02-26-2021	New Techniques that Improve ENIGMA-style Clause Selection Guidance by Martin Suda
02-23-2021	Multi-Space Evolutionary Search for Large-Scale Optimization by Liang Feng et al
02-25-2021	Motion Planning for a Pair of Tethered Robots by Reza H. Teshnizi et al
02-26-2021	Information algebras of coherent sets of gambles by Juerg Kohlas et al