2021.1.4 AI papers

 

12-30-2020

Out of Order: How important is the sequential order of words in a sentence in Natural Language Understanding tasks?
by Thang M. Pham et al

12-31-2020

FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging
by Han Guo et al

12-30-2020

Is Pessimism Provably Efficient for Offline RL?
by Ying Jin et al

12-31-2020

Studying Strategically: Learning to Mask for Closed-book QA
by Qinyuan Ye et al

12-29-2020

Linguistic calibration through metacognition: aligning dialogue agent responses with expected correctness
by Sabrina J. Mielke et al

12-31-2020

Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring
by Aitor Ormazabal et al

12-29-2020

Deep Hashing for Secure Multimodal Biometrics
by Veeru Talreja et al

12-30-2020

3D Human motion anticipation and classification
by Emad Barsoum et al

12-30-2020

Accurate Word Representations with Universal Visual Guidance
by Zhuosheng Zhang et al

12-29-2020

Faster Re-translation Using Non-Autoregressive Model For Simultaneous Neural Machine Translation
by Hyojung Han et al

12-29-2020

RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
by Baolin Peng et al

12-29-2020

The Adaptive Dynamic Programming Toolbox
by Xiaowei Xing et al

12-29-2020

Dialogue Graph Modeling for Conversational Machine Reading
by Siru Ouyang et al

12-29-2020

Present-Biased Optimization
by Fedor V. Fomin et al

12-31-2020

Relational Deep Reinforcement Learning for Routing in Wireless Networks
by Victoria Manfredi et al

12-29-2020

MS-GWNN:multi-scale graph wavelet neural network for breast cancer diagnosis
by Mo Zhang et al

12-29-2020

LISPR: An Options Framework for Policy Reuse with Reinforcement Learning
by Daniel Graves et al

12-29-2020

Object sorting using faster R-CNN
by Pengchang Chen et al

12-29-2020

A Deep Reinforcement Learning Based Multi-Criteria Decision Support System for Textile Manufacturing Process Optimization
by Zhenglei He et al

12-29-2020

PMGT-VR: A decentralized proximal-gradient algorithmic framework with variance reduction
by Haishan Ye et al

12-30-2020

SemGloVe: Semantic Co-occurrences for GloVe from BERT
by Leilei Gan et al

12-30-2020

Model-Based Visual Planning with Self-Supervised Functional Distances
by Stephen Tian et al

12-29-2020

Fast Incremental Expectation Maximization for finite-sum optimization: nonasymptotic convergence
by Gersende Fort et al

12-30-2020

Robustness Testing of Language Understanding in Dialog Systems
by Jiexi Liu et al

12-29-2020

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning
by Yujia Qin et al

12-29-2020

Meta Learning Backpropagation And Improving It
by Louis Kirsch et al

12-30-2020

Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem
by Raphael Schumann et al

12-29-2020

Towards Fair Deep Anomaly Detection
by Hongjing Zhang et al

12-31-2020

Text-Free Image-to-Speech Synthesis Using Learned Segmental Units
by Wei-Ning Hsu et al

12-30-2020

Model Free Reinforcement Learning Algorithm for Stationary Mean field Equilibrium for Multiple Types of Agents
by Arnob Ghosh et al

12-31-2020

Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Coordination by Multi-Critic Policy Gradient Optimization
by Yoav Alon et al

12-29-2020

Minimum Excess Risk in Bayesian Learning
by Aolin Xu et al

12-30-2020

Explainability in Graph Neural Networks: A Taxonomic Survey
by Hao Yuan et al

12-29-2020

Leveraging AI and Intelligent Reflecting Surface for Energy-Efficient Communication in 6G IoT
by Qianqian Pan et al

12-29-2020

An Efficient Generation Method based on Dynamic Curvature of the Reference Curve for Robust Trajectory Planning
by Yuchen Sun et al

12-31-2020

Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences
by Denis Emelin et al

12-31-2020

CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds
by Yiming Zeng et al

12-30-2020

Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation
by Damian Pascual et al

12-29-2020

Modeling Social Interaction for Baby in Simulated Environment for Developmental Robotics
by Md Ashaduzzaman Rubel Mondol et al

12-31-2020

xERTE: Explainable Reasoning on Temporal Knowledge Graphs for Forecasting Future Links
by Zhen Han et al

12-29-2020

Drift-Aware Multi-Memory Model for Imbalanced Data Streams
by Amir Abolfazli et al

12-31-2020

Overview of MediaEval 2020 Predicting Media Memorability Task: What Makes a Video Memorable?
by Alba García Seco De Herrera et al

12-31-2020

Investigating Memorability of Dynamic Media
by Phuc H. Le-Khac et al

12-31-2020

Topological obstructions in neural networks learning
by Serguei Barannikov et al

12-31-2020

Leveraging Audio Gestalt to Predict Media Memorability
by Lorin Sweeney et al

12-29-2020

The HyperTrac Project: Recent Progress and Future Research Directions on Hypergraph Decompositions
by Georg Gottlob et al

12-31-2020

Deep Graph Generators: A Survey
by Faezeh Faez et al

12-31-2020

A Constant-time Adaptive Negative Sampling
by Shabnam Daghaghi et al

12-31-2020

Accelerating ODE-Based Neural Networks on Low-Cost FPGAs
by Hirohisa Watanabe et al

12-31-2020

Quantitative Evaluations on Saliency Methods: An Experimental Study
by Xiao-Hui Li et al

12-31-2020

Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification
by Joshua Peeples et al

12-30-2020

AI Development Race Can Be Mediated on Heterogeneous Networks
by Theodor Cimpeanu et al

12-31-2020

Semantic Modeling with SUMO
by Robert B. Allen

12-31-2020

Improving Learning Experience in MOOCs with Educational Content Linking
by Shang-Wen Li

12-30-2020

Learning to Optimize Energy Efficiency in Energy Harvesting Wireless Sensor Networks
by Debamita Ghosh et al

12-30-2020

Towards User Scheduling for 6G: A Fairness-Oriented Scheduler Using Multi-Agent Reinforcement Learning
by Mingqi Yuan et al

12-31-2020

Factual Error Correction of Claims
by James Thorne et al

12-31-2020

Continual Learning in Task-Oriented Dialogue Systems
by Andrea Madotto et al

12-30-2020

A Review into Data Science and Its Approaches in Mechanical Engineering
by Ashkan Yousefi Zadeh et al

12-31-2020

Multiple Plans are Better than One: Diverse Stochastic Planning
by Mahsa Ghasemi et al

12-30-2020

Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration
by Weiyan Shi et al

12-30-2020

Robotic Grasping of Fully-Occluded Objects using RF Perception
by Tara Boroushaki et al

12-31-2020

Discovering Dialog Structure Graph for Open-Domain Dialog Generation
by Jun Xu et al

12-29-2020

Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks
by Jindong Han et al

12-30-2020

A Maximal Correlation Approach to Imposing Fairness in Machine Learning
by Joshua Lee et al

12-29-2020

Adaptive Graph Diffusion Networks with Hop-wise Attention
by Chuxiong Sun et al

 
Craig Smith