2020.10.12 AI papers

10-08-2020	Energy-based Out-of-distribution Detection by Weitang Liu et al
10-08-2020	What Can We Do to Improve Peer Review in NLP? by Anna Rogers et al
10-08-2020	Metrics and methods for a systematic comparison of fairness-aware machine learning algorithms by Gareth P. Jones et al
10-07-2020	Differentially Private Deep Learning with Direct Feedback Alignment by Jaewoo Lee et al
10-07-2020	Online Safety Assurance for Deep Reinforcement Learning by Noga H. Rotman et al
10-07-2020	Maximum Reward Formulation In Reinforcement Learning by Sai Krishna Gottipati et al
10-07-2020	Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations by Wanrong Zhu et al
10-08-2020	No MCMC for me: Amortized sampling for fast and stable training of energy-based models by Will Grathwohl et al
10-09-2020	GRF: Learning a General Radiance Field for 3D Scene Representation and Rendering by Alex Trevithick et al
10-08-2020	Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines by Keerthiram Murugesan et al
10-08-2020	ALFWorld: Aligning Text and Embodied Environments for Interactive Learning by Mohit Shridhar et al
10-08-2020	Age and Gender Prediction From Face Images Using Attentional Convolutional Network by Amirali Abdolrashidi et al
10-08-2020	Dense Relational Image Captioning via Multi-task Triple-Stream Networks by Dong-Jin Kim et al
10-06-2020	Plug and Play Autoencoders for Conditional Text Generation by Florian Mai et al
10-07-2020	What Can We Learn from Collective Human Opinions on Natural Language Inference Data? by Yixin Nie et al
10-07-2020	A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks by Nikunj Saunshi et al
10-08-2020	Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language? by Peter Hase et al
10-07-2020	Characterizing the Value of Information in Medical Notes by Chao-Chun Hsu et al
10-07-2020	A Critique of Self-Expressive Deep Subspace Clustering by Benjamin D. Haeffele et al
10-08-2020	UESegNet: Context Aware Unconstrained ROI Segmentation Networks for Ear Biometric by Aman Kamboj et al
10-07-2020	Optimizing Transformers with Approximate Computing for Faster, Smaller and more Accurate NLP Models by Amrit Nagarajan et al
10-07-2020	Adaptive Self-training for Few-shot Neural Sequence Labeling by Yaqing Wang et al
10-07-2020	Learning Intrinsic Symbolic Rewards in Reinforcement Learning by Hassam Sheikh et al
10-06-2020	Converting the Point of View of Messages Spoken to Virtual Assistants by Isabelle G. Lee et al
10-07-2020	Dont Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding by Qile Zhu et al
10-07-2020	Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer by Xuelu Chen et al
10-06-2020	Tackling the Low-resource Challenge for Canonical Segmentation by Manuel Mager et al
10-07-2020	Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples by Sven Gowal et al
10-07-2020	Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge Bases by Sheng Bi et al
10-08-2020	Generalizable and Explainable Dialogue Generation via Explicit Action Learning by Xinting Huang et al
10-07-2020	Tractography filtering using autoencoders by Jon Haitz Legarreta et al
10-08-2020	A Unified Approach to Interpreting and Boosting Adversarial Transferability by Xin Wang et al
10-07-2020	Simplifying the explanation of deep neural networks with sufficient and necessary feature-sets: case of text classification by Jiechieu Kameni Florentin Flambeau et al
10-07-2020	Inductive Entity Representations from Text via Link Prediction by Daniel Daza et al
10-07-2020	Dont Trigger Me! A Triggerless Backdoor Attack Against Deep Neural Networks by Ahmed Salem et al
10-06-2020	RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs by Zhiwei Xu et al
10-07-2020	Hierarchical Relational Inference by Aleksandar Stanić et al
10-07-2020	A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization by André F. Cruz et al
10-07-2020	Anomaly Detection in Large Labeled Multi-Graph Databases by Hung T. Nguyen et al
10-06-2020	PRover: Proof Generation for Interpretable Reasoning over Rules by Swarnadeep Saha et al
10-08-2020	An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference by Tianyu Liu et al
10-09-2020	Linear Mode Connectivity in Multitask and Continual Learning by Seyed Iman Mirzadeh et al
10-06-2020	RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text by Liam Dugan et al
10-09-2020	Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting by Vincent Le Guen et al
10-09-2020	Joint State-Action Embedding for Efficient Reinforcement Learning by Paul J. Pritz et al
10-08-2020	BERTering RAMS: What and How Much does BERT Already Know About Event Arguments? -- A Study on the RAMS Dataset by Varun Gangal et al
10-08-2020	Plug-and-Play Conversational Models by Andrea Madotto et al
10-09-2020	Deep Learning Superpixel Semantic Segmentation with Transparent Initialization and Sparse Encoder by Zhiwei Xu et al
10-07-2020	Improved POMDP Tree Search Planning with Prioritized Action Branching by John Mern et al
10-06-2020	A Linguistic Analysis of Visually Grounded Dialogues Based on Spatial Expressions by Takuma Udagawa et al
10-09-2020	Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments by Zhi Wang et al
10-09-2020	DeepStreet: A deep learning powered urban street network generation module by Zhou Fang et al
10-09-2020	Learning 3D Face Reconstruction with a Pose Guidance Network by Pengpeng Liu et al
10-07-2020	A Survey of Deep Meta-Learning by Mike Huisman et al
10-08-2020	Guided Curriculum Learning for Walking Over Complex Terrain by Brendan Tidd et al
10-08-2020	RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs by Meng Qu et al
10-08-2020	Prioritized Level Replay by Minqi Jiang et al
10-08-2020	A Comparative Study on Effects of Original and Pseudo Labels for Weakly Supervised Learning for Car Localization Problem by Cenk Bircanoglu
10-06-2020	BAAAN: Backdoor Attacks Against Autoencoder and GAN-Based Machine Learning Models by Ahmed Salem et al
10-06-2020	Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations by Praveen Kumar Bodigutla et al
10-09-2020	Generating Novel Glyph without Human Data by Learning to Communicate by Seung-won Park
10-07-2020	VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks by Caren Han et al
10-07-2020	Unsupervised Evaluation for Question Answering with Transformers by Lukas Muttenthaler et al
10-08-2020	Bias and Variance of Post-processing in Differential Privacy by Keyu Zhu et al
10-07-2020	Learning Binary Semantic Embedding for Histology Image Classification and Retrieval by Xiao Kang et al
10-06-2020	On the Sub-Layer Functionalities of Transformer Decoder by Yilin Yang et al
10-09-2020	Contralaterally Enhanced Networks for Thoracic Disease Detection by Gangming Zhao et al
10-07-2020	Multi-label classification of promotions in digital leaflets using textual and visual information by Roberto Arroyo et al
10-08-2020	Query-Key Normalization for Transformers by Alex Henry et al
10-06-2020	Chess as a Testing Grounds for the Oracle Approach to AI Safety by James D. Miller et al
10-07-2020	Near-Optimal Regret Bounds for Model-Free RL in Non-Stationary Episodic MDPs by Weichao Mao et al
10-09-2020	Incorporating planning intelligence into deep learning: A planning support tool for street network design by Zhou Fang et al
10-06-2020	Unsupervised Hierarchical Concept Learning by Sumegh Roychowdhury et al
10-07-2020	Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions by Bodhisattwa Prasad Majumder et al
10-07-2020	FairMixRep : Self-supervised Robust Representation Learning for Heterogeneous Data with Fairness constraints by Souradip Chakraborty et al
10-08-2020	Style Attuned Pre-training and Parameter Efficient Fine-tuning for Spoken Language Understanding by Jin Cao et al
10-08-2020	Connection Pruning for Deep Spiking Neural Networks with On-Chip Learning by Thao N. N. Nguyen et al
10-09-2020	A Survey of Knowledge-Enhanced Text Generation by Wenhao Yu et al
10-06-2020	Diverse Exploration via InfoMax Options by Yuji Kanagawa et al
10-06-2020	Program Enhanced Fact Verification with Verbalization and Graph Attention Network by Xiaoyu Yang et al
10-09-2020	Pragmatically Informative Color Generation by Grounding Contextual Modifiers by Zhengxuan Wu et al
10-06-2020	Knowledge-aware Method for Confusing Charge Prediction by Xiya Cheng et al
10-07-2020	Narrative Text Generation with a Latent Discrete Plan by Harsh Jhamtani et al
10-09-2020	Smooth Variational Graph Embeddings for Efficient Neural Architecture Search by Jovita Lukasik et al
10-07-2020	A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix by Thang Doan et al
10-07-2020	High-Capacity Expert Binary Networks by Adrian Bulat et al
10-08-2020	Information-Driven Adaptive Sensing Based on Deep Reinforcement Learning by Abdulmajid Murad et al
10-09-2020	Learning not to learn: Nature versus nurture in silico by Robert Tjarko Lange et al
10-08-2020	Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements by Yang Li et al
10-09-2020	GitEvolve: Predicting the Evolution of GitHub Repositories by Honglu Zhou et al
10-06-2020	A Novel Neural Network Training Framework with Data Assimilation by Chong Chen et al
10-06-2020	Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation by Minki Kang et al
10-07-2020	Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering by Harsh Jhamtani et al
10-06-2020	Improving Context Modeling in Neural Topic Segmentation by Linzi Xing et al
10-06-2020	SCOBO: Sparsity-Aware Comparison Oracle Based Optimization by HanQin Cai et al
10-06-2020	Reward Propagation Using Graph Convolutional Networks by Martin Klissarov et al
10-07-2020	Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News by Nguyen Vo et al
10-06-2020	Robustness and Reliability of Gender Bias Assessment in WordEmbeddings: The Role of Base Pairs by Haiyang Zhang et al
10-07-2020	On the Evaluation of Generative Adversarial Networks By Discriminative Models by Amirsina Torfi et al
10-07-2020	Bayesian Optimized Monte Carlo Planning by John Mern et al
10-09-2020	Torch-Points3D: A Modular Multi-Task Frameworkfor Reproducible Deep Learning on 3D Point Clouds by Thomas Chaton et al
10-09-2020	Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation by Bo Li et al
10-08-2020	Handling Imbalanced Data: A Case Study for Binary Class Problems by Richmond Addo Danquah
10-08-2020	HydroDeep -- A Knowledge Guided Deep Neural Network for Geo-Spatiotemporal Data Analysis by Aishwarya Sarkar et al
10-06-2020	Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review by Yuqi Si et al
10-08-2020	High-Order Relation Construction and Mining for Graph Matching by Hui Xu et al
10-09-2020	Tuning Convolutional Spiking Neural Network with Biologically-plausible Reward Propagation by Tielin Zhang et al
10-06-2020	Joint Semantics and Data-Driven Path Representation for Knowledge Graph Inference by Guanglin Niu et al
10-06-2020	Semantically Driven Sentence Fusion: Modeling and Evaluation by Eyal Ben-David et al
10-08-2020	Association rules over time by Iztok Fister et al
10-07-2020	Effects of Model Misspecification on Bayesian Bandits: Case Studies in UX Optimization by Mack Sweeney et al
10-06-2020	Safety Aware Reinforcement Learning (SARL) by Santiago Miret et al
10-06-2020	Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning by Sumedh A. Sontakke et al
10-06-2020	Compositional Demographic Word Embeddings by Charles Welch et al
10-06-2020	SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling by Di Wu et al
10-06-2020	LOGAN: Local Group Bias Detection by Clustering by Jieyu Zhao et al
10-09-2020	Retrieve and Refine: Exemplar-based Neural Comment Generation by Bolin Wei et al
10-08-2020	Predicting Typological Features in WALS using Language Embeddings and Conditional Probabilities: \UFAL Submission to the SIGTYP 2020 Shared Task by Martin Vastl et al
10-09-2020	LaND: Learning to Navigate from Disengagements by Gregory Kahn et al
10-09-2020	Investigating Constraint Relationship in Evolutionary Many-Constraint Optimization by Mengjun Ming et al
10-06-2020	Heterogeneous Multi-Agent Reinforcement Learning for Unknown Environment Mapping by Ceyer Wakilpoor et al
10-09-2020	Bioinspired Bipedal Locomotion Control for Humanoid Robotics Based on EACO by Jingan Yang et al
10-06-2020	Constraining Logits by Bounded Function for Adversarial Robustness by Sekitoshi Kanai et al
10-09-2020	A Novel ANN Structure for Image Recognition by Shilpa Mayannavar et al
10-09-2020	Examining the Ordering of Rhetorical Strategies in Persuasive Requests by Omar Shaikh et al
10-08-2020	MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response by Jiancheng Yang et al
10-06-2020	Discovery data topology with the closure structure. Theoretical and practical aspects by Tatiana Makhalova et al
10-06-2020	Efficient computation of contrastive explanations by André Artelt et al
10-06-2020	Recovering Causal Structures from Low-Order Conditional Independencies by Marcel Wienöbst et al
10-07-2020	Analogies minus analogy test: measuring regularities in word embeddings by Louis Fournier et al
10-06-2020	Cognitive Learning-Aided Multi-Antenna Communications by Ahmet M. Elbir et al
10-08-2020	A survey of algorithmic recourse: definitions, formulations, solutions, and prospects by Amir-Hossein Karimi et al
10-06-2020	Characterising Bias in Compressed Models by Sara Hooker et al
10-06-2020	Sequential Changepoint Detection in Neural Networks with Checkpoints by Michalis K. Titsias et al
10-08-2020	Assessing the Fairness of Classifiers with Collider Bias by Zhenlong Xu et al
10-06-2020	Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder by Alvin Chan et al
10-06-2020	Investigating African-American Vernacular English in Transformer-Based Text Generation by Sophie Groenwold et al
10-07-2020	Projection-Based Constrained Policy Optimization by Tsung-Yen Yang et al
10-06-2020	Semantic Evaluation for Text-to-SQL with Distilled Test Suites by Ruiqi Zhong et al
10-08-2020	Interlocking Backpropagation: Improving depthwise model-parallelism by Aidan N. Gomez et al
10-06-2020	Friendship is All we Need: A Multi-graph Embedding Approach for Modeling Customer Behavior by Amir Jalilifard et al
10-06-2020	Disentangle-based Continual Graph Representation Learning by Xiaoyu Kou et al
10-06-2020	A Transformer-based Framework for Multivariate Time Series Representation Learning by George Zerveas et al
10-09-2020	Learning Binary Trees via Sparse Relaxation by Valentina Zantedeschi et al
10-09-2020	Deep RL With Information Constrained Policies: Generalization in Continuous Control by Tyler Malloy et al
10-06-2020	Disentangled Generative Causal Representation Learning by Xinwei Shen et al
10-09-2020	Mark-Evaluate: Assessing Language Generation using Population Estimation Methods by Gonçalo Mordido et al
10-06-2020	A framework for predicting, interpreting, and improving Learning Outcomes by Chintan Donda et al
10-09-2020	HENIN: Learning Heterogeneous Neural Interaction Networks for Explainable Cyberbullying Detection on Social Media by Hsin-Yu Chen et al
10-09-2020	Deep Learning for Procedural Content Generation by Jialin Liu et al
10-06-2020	CURI: A Benchmark for Productive Concept Learning Under Uncertainty by Ramakrishna Vedantam et al
10-07-2020	The Short Anthropological Guide to the Study of Ethical AI by Alexandrine Royer
10-06-2020	From Language Games to Drawing Games by Chrisantha Fernando et al
10-06-2020	Interpretable Sequence Classification via Discrete Optimization by Maayan Shvo et al
10-06-2020	Astraea: Grammar-based Fairness Testing by Ezekiel Soremekun et al
10-07-2020	Toward Stance-based Personas for Opinionated Dialogues by Thomas Scialom et al
10-06-2020	Real-time Uncertainty Decomposition for Online Learning Control by Jonas Umlauft et al
10-06-2020	Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles by Carel van Niekerk et al
10-06-2020	UneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning by Tarun Gupta et al
10-07-2020	Abductive Knowledge Induction From Raw Data by Wang-Zhou Dai et al
10-06-2020	Norm Identification through Plan Recognition by Nir Oren et al
10-07-2020	Invertible Manifold Learning for Dimension Reduction by Siyuan Li et al
10-07-2020	Exploiting non-i.i.d. data towards more robust machine learning algorithms by Wim Casteels et al
10-08-2020	Extending the Hint Factory for the assistance dilemma: A novel, data-driven HelpNeed Predictor for proactive problem-solving help by Mehak Maniktala et al
10-08-2020	Memory-Limited Model-Based Diagnosis by Patrick Rodler
10-09-2020	Integrating Intrinsic and Extrinsic Explainability: The Relevance of Understanding Neural Networks for Human-Robot Interaction by Tom Weber et al
10-09-2020	A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations by Andrea Ferrario et al
10-08-2020	Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies by Christina X. Ji et al
10-09-2020	Towards Social HRI for Improving Childrens Healthcare Experiences by Mary Ellen Foster et al
10-08-2020	Unsupervised Joint kk-node Graph Representations with Compositional Energy-Based Models by Leonardo Cotta et al