2021.15.2 AI papers

02-09-2021	Reverb: A Framework For Experience Replay by Albin Cassirer et al
02-09-2021	SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks by Bahare Fatemi et al
02-09-2021	AI-based Blackbox Code Deobfuscation: Understand, Improve and Mitigate by Grégoire Menguy et al
02-11-2021	Private Prediction Sets by Anastasios N. Angelopoulos et al
02-10-2021	Artificial intelligence in communication impacts language and social relationships by Jess Hohenstein et al
02-11-2021	Comparative Analysis of Machine Learning Approaches to Analyze and Predict the Covid-19 Outbreak by Muhammad Naeem et al
02-10-2021	Representation Matters: Offline Pretraining for Sequential Decision Making by Mengjiao Yang et al
02-10-2021	Two Novel Performance Improvements for Evolving CNN Topologies by Yaron Strauch et al
02-11-2021	Focusing on the Hybrid Quantum Computing -- Tabu Search Algorithm: new results on the Asymmetric Salesman Problem by Eneko Osaba et al
02-09-2021	End-to-End Deep Learning of Lane Detection and Path Prediction for Real-Time Autonomous Driving by Der-Hau Lee et al
02-12-2021	Improving Object Detection in Art Images Using Only Style Transfer by David Kadish et al
02-10-2021	Derivative-Free Reinforcement Learning: A Review by Hong Qian et al
02-10-2021	Customizing Contextualized Language Models forLegal Document Reviews by Shohreh Shaghaghian et al
02-11-2021	Hedging of Financial Derivative Contracts via Monte Carlo Tree Search by Oleg Szehr
02-10-2021	Sparse-Push: Communication- & Energy-Efficient Decentralized Distributed Learning over Directed & Time-Varying Graphs with non-IID Datasets by Sai Aparna Aketi et al
02-10-2021	Classification of Long Noncoding RNA Elements Using Deep Convolutional Neural Networks and Siamese Networks by Brian McClannahan et al
02-09-2021	When does gradient descent with logistic loss interpolate using deep networks with smoothed ReLU activations? by Niladri S. Chatterji et al
02-11-2021	A Compositional Atlas of Tractable Circuit Operations: From Simple Transformations to Complex Information-Theoretic Queries by Antonio Vergari et al
02-12-2021	Optimizing Inference Performance of Transformers on CPUs by Dave Dice et al
02-10-2021	Reproducibility Report: La-MAML: Look-ahead Meta Learning for Continual Learning by Joel Joseph et al
02-10-2021	Addressing the Topological Defects of Disentanglement via Distributed Operators by Diane Bouchacourt et al
02-10-2021	Towards Certifying ℓ∞ℓ∞ Robustness using Neural Networks with ℓ∞ℓ∞-dist Neurons by Bohang Zhang et al
02-09-2021	Policy Augmentation: An Exploration Strategy for Faster Convergence of Deep Reinforcement Learning Algorithms by Arash Mahyari
02-10-2021	Scale Normalized Image Pyramids with AutoFocus for Object Detection by Bharat Singh et al
02-10-2021	On the Properties of Kullback-Leibler Divergence Between Gaussians by Yufeng Zhang et al
02-11-2021	Proof Artifact Co-training for Theorem Proving with Language Models by Jesse Michael Han et al
02-09-2021	Where is my hand? Deep hand segmentation for visual self-recognition in humanoid robots by Alexandre Almeida et al
02-10-2021	Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation by Jinwei Xing et al
02-11-2021	A Logic for Conditional Local Strategic Reasoning by Valentin Goranko et al
02-10-2021	Enhancing Real-World Adversarial Patches with 3D Modeling Techniques by Yael Mathov et al
02-11-2021	Testing Framework for Black-box AI Models by Aniya Aggarwal et al
02-09-2021	Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning by Yu Liu et al
02-11-2021	A Metamodel and Framework for Artificial General Intelligence From Theory to Practice by Hugo Latapie et al
02-09-2021	AttDMM: An Attentive Deep Markov Model for Risk Scoring in Intensive Care Units by Yilmazcan Özyurt et al
02-11-2021	Artificial Intelligence Advances for De Novo Molecular Structure Modeling in Cryo-EM by Dong Si et al
02-09-2021	CorrDetector: A Framework for Structural Corrosion Detection from Drone Images using Ensemble Deep Learning by Abdur Rahim Mohammad Forkan et al
02-10-2021	Non-stationary Reinforcement Learning without Prior Knowledge: An Optimal Black-box Approach by Chen-Yu Wei et al
02-09-2021	Improving Visual Reasoning by Exploiting The Knowledge in Texts by Sahand Sharifzadeh et al
02-11-2021	Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems by Kaiwen Li et al
02-11-2021	Echo State Networks for Reinforcement Learning by Allen G. Hart et al
02-09-2021	Sparsification via Compressed Sensing for Automatic Speech Recognition by Kai Zhen et al
02-10-2021	Defense Against Reward Poisoning Attacks in Reinforcement Learning by Kiarash Banihashem et al
02-09-2021	Decontextualization: Making Sentences Stand-Alone by Eunsol Choi et al
02-09-2021	Distribution Adaptive INT8 Quantization for Training CNNs by Kang Zhao et al
02-09-2021	COLOGNE: Coordinated Local Graph Neighborhood Sampling by Konstantin Kutzkov
02-11-2021	The Benefit of the Doubt: Uncertainty Aware Sensing for Edge Computing Platforms by Lorena Qendro et al
02-10-2021	Doctor Imitator: A Graph-based Bone Age Assessment Framework Using Hand Radiographs by Jintai Chen et al
02-12-2021	Min-Max-Plus Neural Networks by Ye Luo et al
02-11-2021	Using Machine Intelligence to Prioritise Code Review Requests by Nishrith Saini et al
02-09-2021	Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search by Peidong Liu et al
02-10-2021	Slicing the hypercube is not easy by Gal Yehuda et al
02-10-2021	Risk-Averse Bayes-Adaptive Reinforcement Learning by Marc Rigter et al
02-11-2021	Investigating Trade-offs in Utility, Fairness and Differential Privacy in Neural Networks by Marlotte Pannekoek et al
02-09-2021	Artificial Intelligence based Autonomous Molecular Design for Medical Therapeutic: A Perspective by Rajendra P. Joshi et al
02-09-2021	Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning by Wenhao Li et al
02-11-2021	Feature Selection for Multivariate Time Series via Network Pruning by Kang Gu et al
02-10-2021	Searching for Alignment in Face Recognition by Xiaqing Xu et al
02-09-2021	Negative Data Augmentation by Abhishek Sinha et al
02-09-2021	Regression Oracles and Exploration Strategies for Short-Horizon Multi-Armed Bandits by Robert C. Gray et al
02-10-2021	The human-AI relationship in decision-making: AI explanation to support people on justifying their decisions by Juliana Jansen Ferreira et al
02-09-2021	Residue Density Segmentation for Monitoring and Optimizing Tillage Practices by Jennifer Hobbs et al
02-11-2021	Sufficiently Accurate Model Learning for Planning by Clark Zhang et al
02-10-2021	Clusterability as an Alternative to Anchor Points When Learning with Noisy Labels by Zhaowei Zhu et al
02-12-2021	Rethinking Eye-blink: Assessing Task Difficulty through Physiological Representation of Spontaneous Blinking by Youngjun Cho
02-11-2021	Tackling Virtual and Real Concept Drifts: An Adaptive Gaussian Mixture Model by Gustavo Oliveira et al
02-10-2021	A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit by Yanis Bahroun et al
02-10-2021	Information Prediction using Knowledge Graphs for Contextual Malware Threat Intelligence by Nidhi Rastogi et al
02-09-2021	Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning by Xiaoteng Ma et al
02-11-2021	Demarcating Endogenous and Exogenous Opinion Dynamics: An Experimental Design Approach by Paramita Koley et al
02-10-2021	Language Models for Lexical Inference in Context by Martin Schmitt et al
02-11-2021	Multi-Task Reinforcement Learning with Context-based Representations by Shagun Sodhani et al
02-09-2021	Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent State by Shi Dong et al
02-10-2021	Multi-turn Dialogue Reading Comprehension with Pivot Turns and Knowledge by Zhuosheng Zhang et al
02-12-2021	Modeling Dynamic User Interests: A Neural Matrix Factorization Approach by Paramveer Dhillon et al
02-11-2021	DirectDebug: Automated Testing and Debugging of Feature Models by Viet-Man Le et al
02-10-2021	Hybrid In-memory Computing Architecture for the Training of Deep Neural Networks by Vinay Joshi et al
02-09-2021	Security and Privacy for Artificial Intelligence: Opportunities and Challenges by Ayodeji Oseni et al
02-10-2021	Finding the Stochastic Shortest Path with Low Regret: The Adversarial Cost and Unknown Transition Case by Liyu Chen et al
02-09-2021	Training Federated GANs with Theoretical Guarantees: A Universal Aggregation Approach by Yikai Zhang et al
02-09-2021	Train your classifier first: Cascade Neural Networks Training from upper layers to lower layers by Shucong Zhang et al
02-09-2021	Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement by Andrew Slavin Ross et al
02-12-2021	Jacobian Determinant of Normalizing Flows by Huadong Liao et al
02-09-2021	Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19 by Logan Ward et al
02-09-2021	Reinforcement Learning For Constraint Satisfaction Game Agents (15-Puzzle, Minesweeper, 2048, and Sudoku) by Anav Mehta
02-10-2021	Learning Equational Theorem Proving by Jelle Piepenbrock et al
02-12-2021	Disturbing Reinforcement Learning Agents with Corrupted Rewards by Rubén Majadas et al
02-12-2021	PAC-BUS: Meta-Learning Bounds via PAC-Bayes and Uniform Stability by Alec Farid et al
02-09-2021	The Factory Must Grow: Automation in Factorio by Kenneth N. Reid et al
02-09-2021	Memory-Associated Differential Learning by Yi Luo et al
02-12-2021	Certified Defenses: Why Tighter Relaxations May Hurt Training? by Nikola Jovanović et al
02-10-2021	A Neural Network with Local Learning Rules for Minor Subspace Analysis by Yanis Bahroun et al
02-10-2021	Searching CUDA code autotuning spaces with hardware performance counters: data from benchmarks running on various GPU architectures by Jiří Filipovič et al
02-09-2021	On Explainability of Graph Neural Networks via Subgraph Explorations by Hao Yuan et al
02-11-2021	CASA-Based Speaker Identification Using Cascaded GMM-CNN Classifier in Noisy and Emotional Talking Conditions by Ali Bou Nassif et al
02-12-2021	Exploiting Spline Models for the Training of Fully Connected Layers in Neural Network by Kanya Mo et al
02-10-2021	CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection by Hanshu Yan et al
02-09-2021	AuGPT: Dialogue with Pre-trained Language Models and Data Augmentation by Jonáš Kulhánek et al
02-09-2021	Backdoor Scanning for Deep Neural Networks through K-Arm Optimization by Guangyu Shen et al
02-10-2021	Adaptive Processor Frequency Adjustment for Mobile Edge Computing with Intermittent Energy Supply by Tiansheng Huang et al
02-09-2021	Principles of Explanation in Human-AI Systems by Shane T. Mueller et al
02-10-2021	Player Modeling via Multi-Armed Bandits by Robert C. Gray et al
02-09-2021	Multi-Agent Coordination in Adversarial Environments through Signal Mediated Strategies by Federico Cacciamani et al
02-11-2021	Deep Reinforcement Agent for Scheduling in HPC by Yuping Fan et al
02-09-2021	Interrogating the Black Box: Transparency through Information-Seeking Dialogues by Andrea Aler Tubella et al
02-12-2021	Transformer Language Models with LSTM-based Cross-utterance Information Representation by G. Sun et al
02-10-2021	DANTE: Predicting Insider Threat using LSTM on system logs by Nidhi Rastogi et al
02-09-2021	rl_reach: Reproducible Reinforcement Learning Experiments for Robotic Reaching Tasks by Pierre Aumjaud et al
02-09-2021	On permutation invariant training for speech source separation by Xiaoyu Liu et al
02-12-2021	A Decentralized Approach Towards Responsible AI in Social Ecosystems by Wenjing Chu
02-09-2021	Learning State Representations from Random Deep Action-conditional Predictions by Zeyu Zheng et al
02-09-2021	Pairwise Weights for Temporal Credit Assignment by Zeyu Zheng et al
02-09-2021	Equilibrium Refinements for Multi-Agent Influence Diagrams: Theory and Practice by Lewis Hammond et al
02-12-2021	VitrAI -- Applying Explainable AI in the Real World by Marc Hanussek et al
02-10-2021	Systematic Generalization for Predictive Control in Multivariate Time Series by Hritik Bansal et al
02-11-2021	DEEPF0: End-To-End Fundamental Frequency Estimation for Music and Speech Signals by Satwinder Singh et al
02-09-2021	Adversarially Robust Classifier with Covariate Shift Adaptation by Jay Nandy et al
02-09-2021	Locally Adaptive Label Smoothing for Predictive Churn by Dara Bahri et al
02-09-2021	Label Smoothed Embedding Hypothesis for Out-of-Distribution Detection by Dara Bahri et al
02-12-2021	SCOUT: Socially-COnsistent and UndersTandable Graph Attention Network for Trajectory Prediction of Vehicles and VRUs by Sandra Carrasco et al
02-12-2021	Adaptive Sampling for Fast Constrained Maximization of Submodular Function by Francesco Quinzan et al
02-12-2021	Intelligent Software Web Agents: A Gap Analysis by Sabrina Kirrane
02-12-2021	An Overview of Recommender Systems and Machine Learning in Feature Modeling and Configuration by Alexander Felfernig et al
02-11-2021	Knowledge Infused Policy Gradients for Adaptive Pandemic Control by Kaushik Roy et al
02-10-2021	Leveraging Reinforcement Learning for evaluating Robustness of KNN Search Algorithms by Pramod Vadiraja et al
02-09-2021	Uncertainty Quantification and Propagation for Airline Disruption Management by Kolawole Ogunsina et al
02-09-2021	Hallmarks of Human-Machine Collaboration: A framework for assessment in the DARPA Communicating with Computers Program by Robyn Kozierok et al