2021.12.20 AI papers

12-15-2021	Efficient Geometry-aware 3D Generative Adversarial Networks by Eric R. Chan et al
12-16-2021	Towards Unsupervised Dense Information Retrieval with Contrastive Learning by Gautier Izacard et al
12-14-2021	Modeling Strong and Human-Like Gameplay with KL-Regularized Search by Athul Paul Jacob et al
12-14-2021	Efficient differentiable quadratic programming layers: an ADMM approach by Andrew Butler et al
12-15-2021	Textless Speech-to-Speech Translation on Real Data by Ann Lee et al
12-14-2021	You Only Need One Model for Open-domain Question Answering by Haejun Lee et al
12-16-2021	DREAM: Uncovering Mental Models behind Language Models by Yuling Gu et al
12-16-2021	ICON: Implicit Clothed humans Obtained from Normals by Yuliang Xiu et al
12-16-2021	RegionCLIP: Region-based Language-Image Pretraining by Yiwu Zhong et al
12-15-2021	Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning by Amal Alabdulkarim et al
12-15-2021	SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning by Zhecan Wang et al
12-14-2021	Utilizing XAI technique to improve autoencoder based model for computer network anomaly detection with shapley additive explanation(SHAP) by Khushnaseeb Roshan et al
12-16-2021	Inherently Explainable Reinforcement Learning in Natural Language by Xiangyu Peng et al
12-15-2021	Feature-Attending Recurrent Modules for Generalization in Reinforcement Learning by Wilka Carvalho et al
12-16-2021	An Empirical Investigation of the Role of Pre-training in Lifelong Learning by Sanket Vaibhav Mehta et al
12-14-2021	How to Learn and Represent Abstractions: An Investigation using Symbolic Alchemy by Badr AlKhamissi et al
12-16-2021	Intelli-Paint: Towards Developing Human-like Painting Agents by Jaskirat Singh et al
12-16-2021	High Fidelity Visualization of What Your Self-Supervised Representation Knows About by Florian Bordes et al
12-14-2021	EABlock: A Declarative Entity Alignment Block for Knowledge Graph Creation Pipelines by Samaneh Jozashoori et al
12-16-2021	Learning and Analyzing Generation Order for Undirected Sequence Models by Yichen Jiang et al
12-15-2021	TrialGraph: Machine Intelligence Enabled Insight from Graph Modelling of Clinical Trials by Christopher Yacoumatos et al
12-16-2021	Solving Inverse Problems with NerfGANs by Giannis Daras et al
12-14-2021	Efficient Dynamic Graph Representation Learning at Scale by Xinshi Chen et al
12-16-2021	Analyzing the Limits of Self-Supervision in Handling Bias in Language by Lisa Bauer et al
12-14-2021	Assessing Human Interaction in Virtual Reality With Continually Learning Prediction Agents Based on Reinforcement Learning Algorithms: A Pilot Study by Dylan J. A. Brenneis et al
12-14-2021	Data Valuation for Vertical Federated Learning: An Information-Theoretic Approach by Xiao Han et al
12-16-2021	Bridging between Cognitive Processing Signals and Linguistic Features via a Unified Attentional Network by Yuqi Ren et al
12-16-2021	Deep Reinforcement Learning Policies Learn Shared Adversarial Features Across MDPs by Ezgi Korkmaz
12-16-2021	Learning Interpretable Models Through Multi-Objective Neural Architecture Search by Zachariah Carmichael et al
12-15-2021	Learning Cross-Lingual IR from an English Retriever by Yulong Li et al
12-15-2021	Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge by Yoonna Jang et al
12-15-2021	Lifelong Generative Modelling Using Dynamic Expansion Graph Model by Fei Ye et al
12-15-2021	NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge by Revanth Gangi Reddy et al
12-16-2021	Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model by David Thulke et al
12-14-2021	Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ans{\a}tze by Han Zheng et al
12-16-2021	Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL by Yuntao Li et al
12-14-2021	Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases by Shrimai Prabhumoye et al
12-16-2021	Utilizing Evidence Spans via Sequence-Level Contrastive Learning for Long-Context Question Answering by Avi Caciularu et al
12-16-2021	Optimal discharge of patients from intensive care via a data-driven policy learning framework by Fernando Lejarza et al
12-17-2021	WebGPT: Browser-assisted question-answering with human feedback by Reiichiro Nakano et al
12-14-2021	Conjugated Discrete Distributions for Distributional Reinforcement Learning by Björn Lindenberg et al
12-16-2021	Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning by Thilini Cooray et al
12-14-2021	CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising by Jianjie Luo et al
12-17-2021	Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation by Krishna Chaitanya et al
12-14-2021	From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression by Runxin Xu et al
12-15-2021	Characterization of causal ancestral graphs for time series with latent confounders by Andreas Gerhardus
12-15-2021	The Need for Ethical, Responsible, and Trustworthy Artificial Intelligence for Environmental Sciences by Amy McGovern et al
12-15-2021	Optimal Latent Space Forecasting for Large Collections of Short Time Series Using Temporal Matrix Factorization by Himanshi Charotia et al
12-17-2021	Can Machine Learning Tools Support the Identification of Sustainable Design Leads From Product Reviews? Opportunities and Challenges by Michael Saidani et al
12-14-2021	A Style and Semantic Memory Mechanism for Domain Generalization by Yang Chen et al
12-14-2021	Towards Explainable Artificial Intelligence in Banking and Financial Services by Ambreen Hanif
12-14-2021	Event-Aware Multimodal Mobility Nowcasting by Zhaonan Wang et al
12-15-2021	Cognition-aware Cognate Detection by Diptesh Kanojia et al
12-14-2021	Single Image Automatic Radial Distortion Compensation Using Deep Convolutional Network by Igor Janos et al
12-16-2021	Link-Intensive Alignment for Incomplete Knowledge Graphs by Vinh Van Tong et al
12-16-2021	PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer Vision by Salehe Erfanian Ebadi et al
12-17-2021	Learning Reward Machines: A Study in Partially Observable Reinforcement Learning by Rodrigo Toro Icarte et al
12-15-2021	TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs by Yushan Liu et al
12-14-2021	Multi-Instance Training for Question Answering Across Table and Linked Text by Vishwajeet Kumar et al
12-15-2021	Rethinking Influence Functions of Neural Networks in the Over-parameterized Regime by Rui Zhang et al
12-14-2021	Value Retrieval with Arbitrary Queries for Form-like Documents by Mingfei Gao et al
12-14-2021	Model Uncertainty-Aware Knowledge Amalgamation for Pre-Trained Language Models by Lei Li et al
12-14-2021	Maximum Bayes Smatch Ensemble Distillation for AMR Parsing by Young-Suk Lee et al
12-14-2021	Generalization Bounds for Stochastic Gradient Langevin Dynamics: A Unified View via Information Leakage Analysis by Bingzhe Wu et al
12-14-2021	Programmatic Reward Design by Example by Weichao Zhou et al
12-14-2021	Learning to Deblur and Rotate Motion-Blurred Faces by Givi Meishvili et al
12-14-2021	Kernel-aware Raw Burst Blind Super-Resolution by Wenyi Lian et al
12-14-2021	EgoBody: Human Body Shape, Motion and Social Interactions from Head-Mounted Devices by Siwei Zhang et al
12-14-2021	MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems by Shreshth Tuli et al
12-15-2021	Improving Conversational Recommendation Systems Quality with Context-Aware Item Meta Information by Bowen Yang et al
12-15-2021	Graph-based Ensemble Machine Learning for Student Performance Prediction by Yinkai Wang et al
12-16-2021	Human Hands as Probes for Interactive Object Understanding by Mohit Goyal et al
12-16-2021	HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images by Ali Athar et al
12-14-2021	n-CPS: Generalising Cross Pseudo Supervision to n networks for Semi-Supervised Semantic Segmentation by Dominik Filipiak et al
12-14-2021	Representation and Invariance in Reinforcement Learning by Samuel Alexander et al
12-14-2021	A Simple But Powerful Graph Encoder for Temporal Knowledge Graph Completion by Zifeng Ding et al
12-14-2021	Understanding Feature Transfer Through Representation Alignment by Ehsan Imani et al
12-15-2021	Positional Encoding Augmented GAN for the Assessment of Wind Flow for Pedestrian Comfort in Urban Areas by Henrik Høiness et al
12-14-2021	Interscript: A dataset for interactive learning of scripts through error feedback by Niket Tandon et al
12-15-2021	Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration by Yu Wang et al
12-14-2021	Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration by Ziwei Luo et al
12-17-2021	Deep Learning for Spatiotemporal Modeling of Urbanization by Tang Li et al
12-14-2021	On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation by Binxu Wang et al
12-15-2021	Confidence-Aware Subject-to-Subject Transfer Learning for Brain-Computer Interface by Dong-Kyun Han et al
12-15-2021	AGMI: Attention-Guided Multi-omics Integration for Drug Response Prediction with Graph Neural Networks by Feng Ruiwei et al
12-16-2021	Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing by Joonhyung Park et al
12-15-2021	Towards Controllable Agent in MOBA Games with Generative Modeling by Shubao Zhang
12-15-2021	A prediction-based approach for online dynamic radiotherapy scheduling by Tu-San Pham et al
12-16-2021	A molecular generative model with genetic algorithm and tree search for cancer samples by Sejin Park et al
12-14-2021	Combating Collusion Rings is Hard but Possible by Niclas Boehmer et al
12-14-2021	Quantifying Multimodality in World Models by Andreas Sedlmeier et al
12-16-2021	MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection by Chengbo Dong et al
12-16-2021	Learning from Guided Play: A Scheduled Hierarchical Approach for Improving Exploration in Adversarial Imitation Learning by Trevor Ablett et al
12-16-2021	Bootstrap Equilibrium and Probabilistic Speaker Representation Learning for Self-supervised Speaker Verification by Sung Hwan Mun et al
12-14-2021	An Interpretive Constrained Linear Model for ResNet and MgNet by Juncai He et al
12-16-2021	CrossLoc: Scalable Aerial Localization Assisted by Multimodal Synthetic Data by Qi Yan et al
12-17-2021	ML Supported Predictions for SAT Solvers Performance by A. -M. Leventi-Peetz et al
12-16-2021	TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning by Shiming Chen et al
12-16-2021	META: Mimicking Embedding via oThers Aggregation for Generalizable Person Re-identification by Boqiang Xu et al
12-17-2021	Weakly Supervised Semantic Segmentation via Alternative Self-Dual Teaching by Dingwen Zhang et al
12-17-2021	Visual Learning-based Planning for Continuous High-Dimensional POMDPs by Sampada Deglurkar et al
12-15-2021	Est-ce que vous compute? Code-switching, cultural identity, and AI by Arianna Falbo et al
12-15-2021	Predicting Media Memorability: Comparing Visual, Textual and Auditory Features by Lorin Sweeney et al
12-16-2021	Neural Architectures for Biological Inter-Sentence Relation Extraction by Enrique Noriega-Atala et al
12-14-2021	Transferrable Contrastive Learning for Visual Domain Adaptation by Yang Chen et al
12-14-2021	CORE-Text: Improving Scene Text Detection with Contrastive Relational Reasoning by Jingyang Lin et al
12-16-2021	Centralizing State-Values in Dueling Networks for Multi-Robot Reinforcement Learning Mapless Navigation by Enrico Marchesini et al
12-16-2021	ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network by Raunak Dey et al
12-16-2021	Forensic Analysis of Synthetically Generated Scientific Images by Sara Mandelli et al
12-14-2021	Weakly Supervised High-Fidelity Clothing Model Generation by Ruili Feng et al
12-14-2021	Learning to Guide and to Be Guided in the Architect-Builder Problem by Barde Paul et al
12-14-2021	Meta-CPR: Generalize to Unseen Large Number of Agents with Communication Pattern Recognition Module by Wei-Cheng Tseng et al
12-15-2021	HampDTI: a heterogeneous graph automatic meta-path learning method for drug-target interaction prediction by Hongzhun Wang et al
12-15-2021	DSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review Summarization by Xueying Zhang et al
12-14-2021	Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery by A S M Mahmudul Hasan et al
12-15-2021	Frequency Spectrum Augmentation Consistency for Domain Adaptive Object Detection by Rui Liu et al
12-16-2021	Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction by Chang-You Tai et al
12-14-2021	Reconfiguring Shortest Paths in Graphs by Kshitij Gajjar et al
12-16-2021	Semantic-Based Few-Shot Learning by Interactive Psychometric Testing by Lu Yin et al
12-15-2021	Characterizing the Program Expressive Power of Existential Rule Languages by Heng Zhang
12-16-2021	Graph Structure Learning with Variational Information Bottleneck by Qingyun Sun et al
12-17-2021	Symmetry-aware Neural Architecture for Embodied Visual Navigation by Shuang Liu et al
12-17-2021	An Online Data-Driven Emergency-Response Method for Autonomous Agents in Unforeseen Situations by Glenn Maguire et al
12-14-2021	Cooperation for Scalable Supervision of Autonomy in Mixed Traffic by Cameron Hickert et al
12-15-2021	Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data by Ke Chen et al
12-16-2021	An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks by Haedong Jeong et al
12-17-2021	Full Transformer Framework for Robust Point Cloud Registration with Deep Information Interaction by Guangyan Chen et al
12-17-2021	Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes (Technical Report) by Florent Delgrange et al
12-14-2021	A real-time spatiotemporal AI model analyzes skill in open surgical videos by Emmett D. Goodman et al
12-17-2021	Towards fuzzification of adaptation rules in self-adaptive architectures by Tomáš Bureš et al
12-15-2021	Segmentation-Reconstruction-Guided Facial Image De-occlusion by Xiangnan Yin et al
12-16-2021	Learning to Minimize Cost-to-Serve for Multi-Node Multi-Product Order Fulfilment in Electronic Commerce by Pranavi Pathakota et al
12-14-2021	Mining Minority-class Examples With Uncertainty Estimates by Gursimran Singh et al
12-15-2021	CPPE-5: Medical Personal Protective Equipment Dataset by Rishit Dagli et al
12-14-2021	A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging by Vaibhav Joshi et al
12-15-2021	An Experimental Study of the Impact of Pre-training on the Pruning of a Convolutional Neural Network by Nathan Hubens et al
12-17-2021	Global explainability in aligned image modalities by Justin Engelmann et al
12-16-2021	Unsupervised Matching of Data and Text by Naser Ahmadi et al
12-14-2021	How and Why to Manipulate Your Own Agent by Yoav Kolumbus et al
12-16-2021	Overview of the HASOC Subtrack at FIRE 2021: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages by Thomas Mandl et al
12-14-2021	Rushing and Strolling among Answer Sets -- Navigation Made Easy by Johannes K. Fichte et al
12-15-2021	Prescriptive Machine Learning for Automated Decision Making: Challenges and Opportunities by Eyke Hüllermeier
12-14-2021	Multi-Leader Congestion Games with an Adversary by Tobias Harks et al
12-14-2021	Filling gaps in trustworthy development of AI by Shahar Avin et al
12-16-2021	Self-Supervised Dynamic Graph Representation Learning via Temporal Subgraph Contrast by Linpu Jiang et al

12-16-2021	KnAC: an approach for enhancing cluster analysis with background knowledge and explanations by Szymon Bobek et al
12-14-2021	Margin Calibration for Long-Tailed Visual Recognition by Yidong Wang et al
12-16-2021	Two-view Graph Neural Networks for Knowledge Graph Completion by Vinh Tong et al
12-16-2021	Sim2Real Docs: Domain Randomization for Documents in Natural Scenes using Ray-traced Rendering by Nikhil Maddikunta et al
12-15-2021	N3H-Core: Neuron-designed Neural Network Accelerator via FPGA-based Heterogeneous Computing Cores by Yu Gong et al
12-16-2021	CODER: An efficient framework for improving retrieval through COntextualized Document Embedding Reranking by George Zerveas et al
12-14-2021	MMO: Meta Multi-Objectivization for Software Configuration Tuning by Tao Chen et al
12-15-2021	A First Mathematical Runtime Analysis of the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) by Weijie Zheng et al
12-14-2021	AI Ethics Principles in Practice: Perspectives of Designers and Developers by Conrad Sanderson et al
12-14-2021	Visualizing Ensemble Predictions of Music Mood by Zelin Ye et al
12-15-2021	Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules by Wen Zhang et al
12-15-2021	Learning to acquire novel cognitive tasks with evolution, plasticity and meta-meta-learning by Thomas Miconi
12-17-2021	Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents by Jasmina Gajcin et al
12-14-2021	Adversarial Examples for Extreme Multilabel Text Classification by Mohammadreza Qaraei et al
12-14-2021	Split Moves for Monte-Carlo Tree Search by Jakub Kowalski et al
12-14-2021	ACE-BERT: Adversarial Cross-modal Enhanced BERT for E-commerce Retrieval by Boxuan Zhang et al
12-14-2021	An Adaptive Graph Pre-training Framework for Localized Collaborative Filtering by Yiqi Wang et al
12-14-2021	Scientific Discovery and the Cost of Measurement -- Balancing Information and Cost in Reinforcement Learning by Colin Bellinger et al
12-16-2021	On Optimizing Interventions in Shared Autonomy by Weihao Tan et al
12-16-2021	Causal Modeling With Infinitely Many Variables by Spencer Peters et al
12-15-2021	Integrated Guidance and Control for Lunar Landing using a Stabilized Seeker by Brian Gaudet et al
12-14-2021	Responsive parallelized architecture for deploying deep learning models in production environments by Nikhil Verma et al
12-15-2021	COVID-19 Electrocardiograms Classification using CNN Models by Ismail Shahin et al
12-14-2021	HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing by Xiao Han et al
12-16-2021	Verification of Neural-Network Control Systems by Integrating Taylor Models and Zonotopes by Christian Schilling et al
12-15-2021	Text Mining Through Label Induction Grouping Algorithm Based Method by Gulshan Saleem et al
12-15-2021	Planning with Biological Neurons and Synapses by Francesco d'Amore et al
12-15-2021	SanMove: Next Location Recommendation via Self-Attention Network by Huifeng Li et al
12-16-2021	GIMIRec: Global Interaction Information Aware Multi-Interest Framework for Sequential Recommendation by Jie Zhang et al
12-17-2021	cgSpan: Closed Graph-Based Substructure Pattern Mining by Zevin Shaul et al
12-16-2021	Explanation as Question Answering based on Design Knowledge by Ashok Goel et al
12-17-2021	Dilemma of the Artificial Intelligence Regulatory Landscape by Weiyue Wu et al
12-14-2021	Probabilistic Logic Gate in Asynchronous Game of Life with Critical Property by Yukio-Pegio Gunji et al