2020.12.28 AI papers

12-23-2020	Solving Mixed Integer Programs Using Neural Networks by Vinod Nair et al
12-22-2020	YolactEdge: Real-time Instance Segmentation on the Edge (Jetson AGX Xavier: 30 FPS, RTX 2080 Ti: 170 FPS) by Haotian Liu et al
12-22-2020	Knowledge Graphs Evolution and Preservation -- A Technical Report from ISWS 2019 by Nacira Abbas et al
12-24-2020	Soft-IntroVAE: Analyzing and Improving the Introspective Variational Autoencoder by Tal Daniel et al
12-23-2020	A Survey on Visual Transformer by Kai Han et al
12-23-2020	Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing by Xi Victoria Lin et al
12-23-2020	Learning by Self-Explanation, with Application to Neural Architecture Search by Ramtin Hosseini et al
12-24-2020	SubICap: Towards Subword-informed Image Captioning by Naeha Sharif et al
12-24-2020	WEmbSim: A Simple yet Effective Metric for Image Captioning by Naeha Sharif et al
12-22-2020	TorchMD: A deep learning framework for molecular simulations by Stefan Doerr et al
12-24-2020	Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets by Joseph Stember et al
12-23-2020	ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language by Oyvind Tafjord et al
12-23-2020	Multi-modal Identification of State-Sponsored Propaganda on Social Media by Xiaobo Guo et al
12-24-2020	I like fish, especially dolphins: Addressing Contradictions in Dialogue Modelling by Yixin Nie et al
12-23-2020	A Multimodal Framework for the Detection of Hateful Memes by Phillip Lippe et al
12-23-2020	Regret Bound Balancing and Elimination for Model Selection in Bandits and RL by Aldo Pacchiano et al
12-24-2020	REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement by Yinya Huang et al
12-24-2020	Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms by Arda Sahiner et al
12-23-2020	SPOTTER: Extending Symbolic Planning Operators through Targeted Reinforcement Learning by Vasanth Sarathy et al
12-22-2020	Algorithms for Solving Nonlinear Binary Optimization Problems in Robust Causal Inference by Md Saiful Islam et al
12-22-2020	Quantum Convolutional Neural Networks for High Energy Physics Data Analysis by Samuel Yen-Chi Chen et al
12-24-2020	Fuzzy Commitments Offer Insufficient Protection to Biometric Templates Produced by Deep Learning by Danny Keller et al
12-22-2020	QVMix and QVMix-Max: Extending the Deep Quality-Value Family of Algorithms to Cooperative Multi-Agent Reinforcement Learning by Pascal Leroy et al
12-22-2020	Augmenting Policy Learning with Routines Discovered from a Demonstration by Zelin Zhao et al
12-22-2020	IIRC: Incremental Implicitly-Refined Classification by Mohamed Abdelsalam et al
12-22-2020	Skeleton-based Approaches based on Machine Vision: A Survey by Jie Li et al
12-22-2020	ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces by Zecheng He et al
12-23-2020	Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes Challenge by Riza Velioglu et al
12-23-2020	Overview of FPGA deep learning acceleration based on convolutional neural network by Simin Liu
12-22-2020	Graph Autoencoders with Deconvolutional Networks by Jia Li et al
12-23-2020	Cooperative Policy Learning with Pre-trained Heterogeneous Observation Representations by Wenlei Shi et al
12-23-2020	Small-Group Learning, with Application to Neural Architecture Search by Xuefeng Du et al
12-24-2020	Leveraging GPT-2 for Classifying Spam Reviews with Limited Labeled Data via Adversarial Training by Athirai A. Irissappane et al
12-22-2020	This is not the Texture you are looking for! Introducing Novel Counterfactual Explanations for Non-Experts using Generative Adversarial Learning by Silvan Mertes et al
12-23-2020	Awareness Logic: A Kripke-based Rendition of the Heifetz-Meier-Schipper Model by Gaia Belardinelli et al
12-22-2020	Adversarial Multiscale Feature Learning for Overlapping Chromosome Segmentation by Liye Mei et al
12-24-2020	A Tight Lower Bound for Uniformly Stable Algorithms by Qinghua Liu et al
12-24-2020	A Regret bound for Non-stationary Multi-Armed Bandits with Fairness Constraints by Shaarad A. R et al
12-23-2020	Self-Supervised Representation Learning for Astronomical Images by Md Abul Hayat et al
12-24-2020	Towards a Formal Framework for Partial Compliance of Business Processes by Ho-Pun Lam et al
12-22-2020	Do We Really Need Scene-specific Pose Encoders? by Yoli Shavit et al
12-23-2020	Warping of Radar Data into Camera Image for Cross-Modal Supervision in Automotive Applications by Christopher Grimm et al
12-24-2020	Pain Assessment based on fNIRS using Bidirectional LSTMs by Raul Fernandez Rojas et al
12-22-2020	Future-Guided Incremental Transformer for Simultaneous Translation by Shaolei Zhang et al
12-22-2020	Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals by Valentin Gabeff et al
12-23-2020	AutonoML: Towards an Integrated Framework for Autonomous Machine Learning by David Jacob Kedziora et al
12-22-2020	Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective by Svetlana Kiritchenko et al
12-22-2020	A Second-Order Approach to Learning with Instance-Dependent Label Noise by Zhaowei Zhu et al
12-23-2020	EmotionGIF-IITP-AINLPML: Ensemble-based Automated Deep Neural System for predicting category(ies) of a GIF response by Soumitra Ghosh et al
12-22-2020	Turn Signal Prediction: A Federated Learning Case Study by Sonal Doomra et al
12-23-2020	Multi-Modality Cut and Paste for 3D Object Detection by Wenwei Zhang et al
12-22-2020	Undivided Attention: Are Intermediate Layers Necessary for BERT? by Sharath Nittur Sridhar et al
12-22-2020	Intelligent Resource Allocation in Dense LoRa Networks using Deep Reinforcement Learning by Inaam Ilahi et al
12-23-2020	Compliance Generation for Privacy Documents under GDPR: A Roadmap for Implementing Automation and Machine Learning by David Restrepo Amariles et al
12-23-2020	ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation by Guodong Zeng et al
12-23-2020	Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management by Rundong Wang et al
12-24-2020	Predicting Seminal Quality with the Dominance-Based Rough Sets Approach by Nassim Dehouche
12-23-2020	A Generalized A* Algorithm for Finding Globally Optimal Paths in Weighted Colored Graphs by Jaein Lim et al
12-23-2020	Rethink AI-based Power Grid Control: Diving Into Algorithm Design by Xiren Zhou et al
12-22-2020	Information Leakage Games: Exploring Information as a Utility Function by Mário S. Alvim et al
12-24-2020	LCEval: Learned Composite Metric for Caption Evaluation by Naeha Sharif et al
12-23-2020	Antitrust and Artificial Intelligence (AAI): Antitrust Vigilance Lifecycle and AI Legal Reasoning Autonomy by Lance Eliot
12-22-2020	Modelling Human Routines: Conceptualising Social Practice Theory for Agent-Based Simulation by Rijk Mercuur et al
12-22-2020	Uncertainty and Surprisal Jointly Deliver the Punchline: Exploiting Incongruity-Based Features for Humor Recognition by Yubo Xie et al
12-24-2020	Hierarchical Planning for Resource Allocation in Emergency Response Systems by Geoffrey Pettet et al
12-23-2020	BaPipe: Exploration of Balanced Pipeline Parallelism for DNN Training by Letian Zhao et al
12-22-2020	Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation by Shuai Lin et al
12-24-2020	Generalization in portfolio-based algorithm selection by Maria-Florina Balcan et al
12-23-2020	Representing Partial Programs with Blended Abstract Semantics by Maxwell Nye et al
12-23-2020	THUIR@COLIEE-2020: Leveraging Semantic Understanding and Exact Matching for Legal Case Retrieval and Entailment by Yunqiu Shao et al
12-22-2020	Multi-shot NAS for Discovering Adversarially Robust Convolutional Neural Architectures at Targeted Capacities by Xuefei Ning et al
12-22-2020	Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue Systems by Chao-Hong Tan et al
12-22-2020	Goal Reasoning by Selecting Subgoals with Deep Q-Learning by Carlos Núñez-Molina et al
12-23-2020	Stability in Abstract Argumentation by Jean-Guy Mailly et al
12-23-2020	The Less Intelligent the Elements, the More Intelligent the Whole. Or, Possibly Not? by Guido Fioretti et al
12-23-2020	GAHNE: Graph-Aggregated Heterogeneous Network Embedding by Xiaohe Li et al
12-22-2020	C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak by Congxi Xiao et al
12-23-2020	All That Glitters Is Not Gold: Towards Process Discovery Techniques with Guarantees by Jan Martijn E. M. van der Werf et al
12-23-2020	Distributed Adaptive Control: An ideal Cognitive Architecture candidate for managing a robotic recycling plant by Oscar Guerrero-Rosado et al
12-23-2020	Identification of Unexpected Decisions in Partially Observable Monte-Carlo Planning: a Rule-Based Approach by Giulio Mazzi et al
12-24-2020	Adaptive Summaries: A Personalized Concept-based Summarization Approach by Learning from Users Feedback by Samira Ghodratnama et al
12-23-2020	Evolving Neural Architecture Using One Shot Model by Nilotpal Sinha et al
12-22-2020	Distributed Q-Learning with State Tracking for Multi-agent Networked Control by Hang Wang et al
12-22-2020	Emergent Hand Morphology and Control from Optimizing Robust Grasps of Diverse Objects by Xinlei Pan et al
12-22-2020	BKT-LSTM: Efficient Student Modeling for knowledge tracing and student performance prediction by Sein Minn
12-22-2020	Learning to Play Imperfect-Information Games by Imitating an Oracle Planner by Rinu Boney et al
12-22-2020	Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction by Yao Zhang et al