2021.6.7 AI papers

 

06-02-2021

Automatic Assessment of the Design Quality of Python Programs with Personalized Feedback
by J. Walker Orr et al

06-03-2021

Towards a Mathematical Theory of Abstraction
by Beren Millidge

06-03-2021

Self-supervised Dialogue Learning for Spoken Conversational Question Answering
by Nuo Chen et al

06-03-2021

Towards Equal Gender Representation in the Annotations of Toxic Language Detection
by Elizabeth Excell et al

06-03-2021

Fingerprinting Fine-tuned Language Models in the Wild
by Nirav Diwan et al

06-03-2021

SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction
by Shuang Zeng et al

06-01-2021

The Impact of Network Connectivity on Collective Learning
by Michael Crosscombe et al

06-01-2021

Omnizart: A General Toolbox for Automatic Music Transcription
by Yu-Te Wu et al

06-01-2021

Fair-Net: A Network Architecture For Reducing Performance Disparity Between Identifiable Sub-Populations
by Arghya Datta et al

06-03-2021

AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba
by Ningyu Zhang et al

06-01-2021

On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study
by Divyansh Kaushik et al

06-01-2021

Coverage-based Scene Fuzzing for Virtual Autonomous Driving Testing
by Zhisheng Hu et al

06-02-2021

Uncertainty Quantification 360: A Holistic Toolkit for Quantifying and Communicating the Uncertainty of AI
by Soumya Ghosh et al

06-02-2021

Expected Scalarised Returns Dominance: A New Solution Concept for Multi-Objective Decision Making
by Conor F. Hayes et al

06-03-2021

Continual Learning in Deep Networks: an Analysis of the Last Layer
by Timothée Lesort et al

06-02-2021

End-to-End Hierarchical Relation Extraction for Generic Form Understanding
by Tuan-Anh Nguyen Dang et al

06-03-2021

Individual vs. Joint Perception: a Pragmatic Model of Pointing as Communicative Smithian Helping
by Kaiwen Jiang et al

06-04-2021

Active Covering
by Heinrich Jiang et al

06-01-2021

Graph-based Exercise- and Knowledge-Aware Learning Network for Student Performance Prediction
by Mengfan Liu et al

06-01-2021

Did I do that? Blame as a means to identify controlled effects in reinforcement learning
by Oriol Corcoll et al

06-01-2021

On the KLM properties of a fuzzy DL with Typicality
by Laura Giordano

06-01-2021

Learning Representations for Sub-Symbolic Reasoning
by Giuseppe Marra et al

06-03-2021

Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction
by Piji Li et al

06-02-2021

NeRP: Neural Rearrangement Planning for Unknown Objects
by Ahmed H. Qureshi et al

06-02-2021

Bottom-Up and Top-Down Neural Processing Systems Design: Neuromorphic Intelligence as the Convergence of Natural and Artificial Intelligence
by Charlotte Frenkel et al

06-01-2021

A Coarse to Fine Question Answering System based on Reinforcement Learning
by Yu Wang et al

06-01-2021

Divide and Rule: Recurrent Partitioned Network for Dynamic Processes
by Qianyu Feng et al

06-02-2021

multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning
by Swarnadeep Saha et al

06-01-2021

A method using deep learning to discover new predictors of CRT response from mechanical dyssynchrony on gated SPECT MPI
by Zhuo He et al

06-04-2021

Disentangling Dense Multi-Cable Knots
by Vainavi Viswanath et al

06-04-2021

Using Social Media Background to Improve Cold-start Recommendation Deep Models
by Yihong Zhang et al

06-04-2021

Visual Question Rewriting for Increasing Response Rate
by Jiayi Wei et al

06-03-2021

Imperceptible Adversarial Examples for Fake Image Detection
by Quanyu Liao et al

06-01-2021

On-Line Policy Iteration for Infinite Horizon Dynamic Programming
by Dimitri Bertsekas

06-01-2021

Part of Speech and Universal Dependency effects on English Arabic Machine Translation
by Ofek Rafaeli et al

06-03-2021

A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning
by Mingde Zhao et al

06-03-2021

Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path
by X. Y. Han et al

06-02-2021

Towards an Explanation Space to Align Humans and Explainable-AI Teamwork
by Garrick Cabour et al

06-01-2021

An Empirical Comparison of Off-policy Prediction Learning Algorithms on the Collision Task
by Sina Ghiassian et al

06-01-2021

DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation Dialogues
by Rishabh Joshi et al

06-03-2021

Semi-supervised Conditional Density Estimation for Imputation and Classification of Incomplete Instances
by Buliao Huang

06-01-2021

On using distributed representations of source code for the detection of C security vulnerabilities
by David Coimbra et al

06-02-2021

SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training
by Gowthami Somepalli et al

06-02-2021

Decision Transformer: Reinforcement Learning via Sequence Modeling
by Lili Chen et al

06-04-2021

Knowing the No-match: Entity Alignment with Dangling Cases
by Zequn Sun et al

06-02-2021

Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification
by Jiasheng Si et al

06-02-2021

Figurative Language in Recognizing Textual Entailment
by Tuhin Chakrabarty et al

06-04-2021

Entity Concept-enhanced Few-shot Relation Extraction
by Shan Yang et al

06-02-2021

A Provably-Efficient Model-Free Algorithm for Constrained Markov Decision Processes
by Honghao Wei et al

06-01-2021

Invariant Policy Learning: A Causal Perspective
by Sorawit Saengkyongam et al

06-02-2021

Variational Empowerment as Representation Learning for Goal-Based Reinforcement Learning
by Jongwook Choi et al

06-03-2021

Deceptive Level Generation for Angry Birds
by Chathura Gamage et al

06-01-2021

Conversational Question Answering: A Survey
by Munazza Zaib et al

06-03-2021

Toward Explainable Users: Using NLP to Enable AI to Understand Users Perceptions of Cyber Attacks
by Faranak Abri et al

06-03-2021

DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations
by Dou Hu et al

06-03-2021

Safe RAN control: A Symbolic Reinforcement Learning Approach
by Alexandros Nikou et al

06-01-2021

TransVOS: Video Object Segmentation with Transformers
by Jianbiao Mei et al

06-03-2021

A Normative Model of Classifier Fusion
by Susanne Trick et al

06-02-2021

Evidence-based Factual Error Correction
by James Thorne et al

06-01-2021

Low-cost Stereovision system (disparity map) for few dollars
by R. Ildar et al

06-01-2021

Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation
by Liang Ding et al

06-02-2021

Ebola Optimization Search Algorithm (EOSA): A new metaheuristic algorithm based on the propagation model of Ebola virus disease
by Olaide N. Oyelade et al

06-03-2021

Spatial Graph Attention and Curiosity-driven Policy for Antiviral Drug Discovery
by Yulun Wu et al

06-03-2021

LyricJam: A system for generating lyrics for live instrumental music
by Olga Vechtomova et al

06-01-2021

Concurrent Adversarial Learning for Large-Batch Training
by Yong Liu et al

06-01-2021

Semi-Supervised Domain Generalization with Stochastic StyleMatch
by Kaiyang Zhou et al

06-01-2021

Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition
by Shining Liang et al

06-04-2021

cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora
by Abhilash Nandy et al

06-01-2021

Replicating and Extending Because Their Treebanks Leak: Graph Isomorphism, Covariants, and Parser Performance
by Mark Anderson et al

06-03-2021

LiMIIRL: Lightweight Multiple-Intent Inverse Reinforcement Learning
by Aaron J. Snoswell et al

06-01-2021

Online Detection of Vibration Anomalies Using Balanced Spiking Neural Networks
by Nik Dennler et al

06-02-2021

Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck
by Nicolas Skatchkovsky et al

06-04-2021

SAND-mask: An Enhanced Gradient Masking Strategy for the Discovery of Invariances in Domain Generalization
by Soroosh Shahtalebi et al

06-02-2021

Learning to schedule job-shop problems: Representation and policy learning using graph neural network and reinforcement learning
by Junyoung Park et al

06-04-2021

Regularization and Reparameterization Avoid Vanishing Gradients in Sigmoid-Type Networks
by Leni Ven et al

06-03-2021

Towards Learning to Play Piano with Dexterous Hands and Touch
by Huazhe Xu et al

06-04-2021

Improving Computer Generated Dialog with Auxiliary Loss Functions and Custom Evaluation Metrics
by Thomas Conley et al

06-03-2021

Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions
by Mathias Niepert et al

06-03-2021

Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL
by Bogdan Mazoure et al

06-02-2021

Parallelizing Thompson Sampling
by Amin Karbasi et al

06-02-2021

One Representation to Rule Them All: Identifying Out-of-Support Examples in Few-shot Learning with Generic Representations
by Henry Kvinge et al

06-03-2021

Multiplierless MP-Kernel Machine For Energy-efficient Edge Devices
by Abhishek Ramdas Nair et al

06-03-2021

The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models
by Ulme Wennberg et al

06-03-2021

Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence
by Xue Yang et al

06-02-2021

Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization
by Yichen Jiang et al

06-03-2021

Attention-Guided Supervised Contrastive Learning for Semantic Segmentation
by Ho Hin Lee et al

06-04-2021

Temporally coherent video anonymization through GAN inpainting
by Thangapavithraa Balaji et al

06-01-2021

Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals
by Peter Hase et al

06-02-2021

T-BERT -- Model for Sentiment Analysis of Micro-blogs Integrating Topic Model and BERT
by Sarojadevi Palani et al

06-01-2021

Efficient Explanations With Relevant Sets
by Yacine Izza et al

06-03-2021

Analysis of the robustness of NMF algorithms
by Alex Díaz et al

06-03-2021

DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification
by Yongming Rao et al

06-04-2021

Hallucination In Object Detection -- A Study In Visual Part Verification
by Osman Semih Kayhan et al

06-03-2021

Reinforcement Learning as One Big Sequence Modeling Problem
by Michael Janner et al

06-03-2021

Modeling Influencer Marketing Campaigns In Social Networks
by Ronak Doshi et al

06-03-2021

The Contestation of Tech Ethics: A Sociotechnical Approach to Ethics and Technology in Action
by Ben Green

06-03-2021

What Happened Next? Using Deep Learning to Value Defensive Actions in Football Event-Data
by Charbel Merhej et al

06-02-2021

COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences
by Shikhar Singh et al

06-03-2021

The Smoothed Satisfaction of Voting Axioms
by Lirong Xia

06-03-2021

Fairness-Aware Unsupervised Feature Selection
by Xiaoying Xing et al

06-01-2021

Large-scale, Dynamic and Distributed Coalition Formation with Spatial and Temporal Constraints
by Luca Capezzuto et al

06-01-2021

To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods
by Elvio G. Amparore et al

06-01-2021

Statistical Mechanics of Neural Processing of Object Manifolds
by SueYeon Chung

06-01-2021

What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks?
by Nikita Nangia et al

06-01-2021

QLSD: Quantised Langevin stochastic dynamics for Bayesian federated learning
by Maxime Vono et al

06-03-2021

Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators
by Peiyu Liu et al

06-03-2021

Detecting and Adapting to Novelty in Games
by Xiangyu Peng et al

06-03-2021

Stochastic Iterative Graph Matching
by Linfeng Liu et al

06-04-2021

CAFLOW: Conditional Autoregressive Flows
by Georgios Batzolis et al

06-02-2021

Optimization of Heterogeneous Systems with AI Planning Heuristics and Machine Learning: A Performance and Energy Aware Approach
by Suejb Memeti et al

06-02-2021

A Span Extraction Approach for Information Extraction on Visually-Rich Documents
by Tuan-Anh D. Nguyen et al

06-01-2021

Understanding peacefulness through the world news
by Vasiliki Voukelatou et al

06-04-2021

Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition
by Zhong Meng et al

06-01-2021

Student Performance Prediction Using Dynamic Neural Models
by Marina Delianidi et al

06-03-2021

Memory Approximate Message Passing
by Lei Liu et al

06-03-2021

Attack Prediction using Hidden Markov Model
by Shuvalaxmi Dass et al

06-04-2021

Towards Fairness Certification in Artificial Intelligence
by Tatiana Tommasi et al

06-01-2021

Network and Physical Layer Attacks and countermeasures to AI-Enabled 6G O-RAN
by Talha F. Rahman et al

06-04-2021

COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion
by Debjit Paul et al

06-02-2021

Attention-based Contextual Language Model Adaptation for Speech Recognition
by Richard Diehl Martinez et al

06-01-2021

Solving Large-Scale Extensive-Form Network Security Games via Neural Fictitious Self-Play
by Wanqi Xue et al

06-02-2021

JUMBO: Scalable Multi-task Bayesian Optimization using Offline Data
by Kourosh Hakhamaneshi et al

06-01-2021

Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning
by Jiahui Li et al

06-03-2021

Convolutional Neural Network(CNN/ConvNet) in Stock Price Movement Prediction
by Kunal Bhardwaj

06-03-2021

Language Scaling for Universal Suggested Replies Model
by Qianlan Ying et al

06-02-2021

Addressing the Long-term Impact of ML Decisions via Policy Regret
by David Lindner et al

06-02-2021

Smooth Q-learning: Accelerate Convergence of Q-learning Using Similarity
by Wei Liao et al

06-01-2021

Analysis of classifiers robust to noisy labels
by Alex Díaz et al

06-03-2021

Convergent Graph Solvers
by Junyoung Park et al

06-03-2021

Rich dynamics caused by known biological brain network features resulting in stateful networks
by Udaya B. Rongala et al

06-02-2021

Causal Discovery in Knowledge Graphs by Exploiting Asymmetric Properties of Non-Gaussian Distributions
by Rohan Giriraj et al

06-03-2021

Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances
by Zekang Li et al

06-03-2021

Materials Representation and Transfer Learning for Multi-Property Prediction
by Shufeng Kong et al

06-01-2021

Value propagation-based spatio-temporal interpolation inspired by Markov reward processes
by Laurens Arp et al

06-03-2021

RL-DARTS: Differentiable Architecture Search for Reinforcement Learning
by Yingjie Miao et al

06-03-2021

Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency
by Zekang Li et al

06-03-2021

ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation
by Kaushal Kumar Maurya et al

06-03-2021

Data-Driven Design-by-Analogy: State of the Art and Future Directions
by Shuo Jiang et al

06-04-2021

FedCCEA : A Practical Approach of Client Contribution Evaluation for Federated Learning
by Sung Kuk Shyn et al

06-04-2021

NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training
by Adam Yala et al

06-02-2021

Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions?
by Jieyu Zhao et al

06-03-2021

Discovering Chatbots Self-Disclosures Impact on User Trust, Affinity, and Recommendation Effectiveness
by Kai-Hui Liang et al

06-01-2021

Exploiting Global Contextual Information for Document-level Named Entity Recognition
by Zanbo Wang et al

06-02-2021

A Generalizable Approach to Learning Optimizers
by Diogo Almeida et al

06-03-2021

Modeling Communication to Coordinate Perspectives in Cooperation
by Stephanie Stacy et al

06-03-2021

Heart Sound Classification Considering Additive Noise and Convolutional Distortion
by Farhat Binte Azam et al

06-03-2021

Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks
by Federico Paredes-Vallés et al

06-01-2021

Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs
by Zixuan Li et al

06-02-2021

Global-Selector: A New Benchmark Dataset and Model Architecture for Multi-turn Response Selection
by Chiyu Song et al

06-02-2021

Towards Robust Classification Model by Counterfactual and Invariant Data Generation
by Chun-Hao Chang et al

06-01-2021

A Unified Cognitive Learning Framework for Adapting to Dynamic Environment and Tasks
by Qihui Wu et al

06-04-2021

AI Driven Road Maintenance Inspection
by Ratnajit Mukherjee et al

06-04-2021

Be Considerate: Objectives, Side Effects, and Deciding How to Act
by Parand Alizadeh Alamdari et al

06-02-2021

OctoPath: An OcTree Based Self-Supervised Learning Approach to Local Trajectory Planning for Mobile Robots
by Bogdan Trasnea et al

06-02-2021

Few-Shot Partial-Label Learning
by Yunfeng Zhao et al

06-04-2021

Online reinforcement learning with sparse rewards through an active inference capsule
by Alejandro Daniel Noel et al

06-03-2021

Optimization Variance: Exploring Generalization Properties of DNNs
by Xiao Zhang et al

06-02-2021

Data augmentation and pre-trained networks for extremely low data regimes unsupervised visual inspection
by Pierre Gutierrez et al

06-01-2021

Reward is enough for convex MDPs
by Tom Zahavy et al

06-01-2021

OpenBox: A Generalized Black-box Optimization Service
by Yang Li et al

06-01-2021

Cooperative Multi-Agent Transfer Learning with Level-Adaptive Credit Assignment
by Tianze Zhou et al

06-01-2021

CIDER: Commonsense Inference for Dialogue Explanation and Reasoning
by Deepanway Ghosal et al

06-03-2021

Anticipative Video Transformer
by Rohit Girdhar et al

06-04-2021

A Survey on Deep Domain Adaptation for LiDAR Perception
by Larissa T. Triess et al

06-03-2021

Winning the War by (Strategically) Losing Battles: Settling the Complexity of Grundy-Values in Undirected Geography
by Kyle Burke et al

06-02-2021

Not All Knowledge Is Created Equal
by Ziyun Li et al

06-03-2021

Defending Democracy: Using Deep Learning to Identify and Prevent Misinformation
by Anusua Trivedi et al

06-04-2021

Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model
by Kathleen C. Fraser et al

06-02-2021

On the Convergence Rate of Off-Policy Policy Optimization Methods with Density-Ratio Correction
by Jiawei Huang et al

06-02-2021

NVC-Net: End-to-End Adversarial Voice Conversion
by Bac Nguyen et al

06-02-2021

Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving
by Shih-hung Tsai et al

06-03-2021

E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning
by Haiyang Xu et al

06-02-2021

A Privacy-Preserving and Trustable Multi-agent Learning Framework
by Anudit Nagar et al

06-04-2021

Extreme sparsity gives rise to functional specialization
by Gabriel Béna et al

06-01-2021

KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction
by Abhishek Nadgeri et al

06-01-2021

More Behind Your Electricity Bill: a Dual-DNN Approach to Non-Intrusive Load Monitoring
by Yu Zhang et al

06-02-2021

Database Reasoning Over Text
by James Thorne et al

06-03-2021

Lifetime policy reuse and the importance of task capacity
by David M. Bossens et al

06-01-2021

What Matters for Adversarial Imitation Learning?
by Manu Orsini et al

06-02-2021

Knowing More About Questions Can Help: Improving Calibration in Question Answering
by Shujian Zhang et al

06-03-2021

Learning and Executing Re-usable Behaviour Trees from Natural Language Instruction
by Gavin Suddrey et al

06-03-2021

Hierarchical Representation Learning for Markov Decision Processes
by Lorenzo Steccanella et al

06-01-2021

An Entropy Regularization Free Mechanism for Policy-based Reinforcement Learning
by Changnan Xiao et al

06-01-2021

Uncertainty Characteristics Curves: A Systematic Assessment of Prediction Intervals
by Jiri Navratil et al

06-04-2021

Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering
by Vincent Sitzmann et al

06-04-2021

Alexa, Google, Siri: What are Your Pronouns? Gender and Anthropomorphism in the Design and Perception of Conversational Assistants
by Gavin Abercrombie et al

06-02-2021

FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare
by Yiqiang Chen et al

06-02-2021

SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
by Liang Qiu et al

06-01-2021

You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection
by Yuxin Fang et al

06-01-2021

Markpainting: Adversarial Machine Learning meets Inpainting
by David Khachaturov et al

06-01-2021

Discovering Diverse Nearly Optimal Policies withSuccessor Features
by Tom Zahavy et al

06-02-2021

On Efficiently Explaining Graph-Based Classifiers
by Xuanxiang Huang et al

06-04-2021

How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact
by Zhijing Jin et al

06-01-2021

Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments
by M. Ali Vosoughi et al

 
Craig Smith