2020.12.14 AI papers

 

12-10-2020

Imitating Interactive Intelligence
by Josh Abramson et al

12-10-2020

Neurosymbolic AI: The 3rd Wave
by Artur d'Avila Garcez et al

12-09-2020

On the Binding Problem in Artificial Neural Networks
by Klaus Greff et al

12-08-2020

EvoCraft: A New Challenge for Open-Endedness
by Djordje Grbic et al

12-09-2020

Algorithmic risk assessments can alter human decision-making processes in high-stakes government contexts
by Ben Green et al

12-10-2020

Generative Deep Learning Techniques for Password Generation
by David Biesner et al

12-09-2020

Topological Planning with Transformers for Vision-and-Language Navigation
by Kevin Chen et al

12-09-2020

MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias
by Nataniel Ruiz et al

12-08-2020

Towards Coinductive Models for Natural Language Understanding. Bringing together Deep Learning and Deep Semantics
by Wlodek W. Zadrozny

12-09-2020

Driving Behavior Explanation with Multi-level Fusion
by Hédi Ben-Younes et al

12-09-2020

Causal-BERT : Language models for causality detection between events expressed in text
by Vivek Khetan et al

12-08-2020

Skillearn: Machine Learning Inspired by Humans Learning Skills
by Pengtao Xie et al

12-10-2020

AI Driven Knowledge Extraction from Clinical Practice Guidelines: Turning Research into Practice
by Musarrat Hussain et al

12-10-2020

One for More: Selecting Generalizable Samples for Generalizable ReID Model
by Enwei Zhang et al

12-08-2020

Improving the Fairness of Deep Generative Models without Retraining
by Shuhan Tan et al

12-10-2020

Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation
by Daizong Liu et al

12-09-2020

Developing Motion Code Embedding for Action Recognition in Videos
by Maxat Alibayev et al

12-10-2020

Image Captioning with Context-Aware Auxiliary Guidance
by Zeliang Song et al

12-08-2020

Semi-Supervised Off Policy Reinforcement Learning
by Aaron Sonabend-W et al

12-09-2020

On the Lattice of Conceptual Measurements
by Tom Hanika et al

12-10-2020

Recurrent Point Review Models
by Kostadin Cvejoski et al

12-10-2020

Explainable Link Prediction for Privacy-Preserving Contact Tracing
by Balaji Ganesan et al

12-08-2020

One-Vote Veto: A Self-Training Strategy for Low-Shot Learning of a Task-Invariant Embedding to Diagnose Glaucoma
by Rui Fan et al

12-10-2020

AutoSelect: Automatic and Dynamic Detection Selection for 3D Multi-Object Tracking
by Xinshuo Weng et al

12-10-2020

Approches quantitatives de lanalyse des pr{\e}dictions en traduction automatique neuronale (TAN)
by Maria Zimina-Poirot et al

12-09-2020

Know Your Limits: Monotonicity & Softmax Make Neural Classifiers Overconfident on OOD Data
by Dennis Ulmer et al

12-09-2020

Progressive Network Grafting for Few-Shot Knowledge Distillation
by Chengchao Shen et al

12-08-2020

Im Sorry for Your Loss: Spectrally-Based Audio Distances Are Bad at Pitch
by Joseph Turian et al

12-10-2020

R-AGNO-RPN: A LIDAR-Camera Region Deep Network for Resolution-Agnostic Detection
by Ruddy Théodose et al

12-09-2020

An Efficient Asynchronous Method for Integrating Evolutionary and Gradient-based Policy Search
by Kyunghyun Lee et al

12-09-2020

Interactive Search Based on Deep Reinforcement Learning
by Yang Yu et al

12-10-2020

Scalable and interpretable rule-based link prediction for large heterogeneous knowledge graphs
by Simon Ott et al

12-08-2020

Deep Learning based Multi-Modal Sensing for Tracking and State Extraction of Small Quadcopters
by Zhibo Zhang et al

12-08-2020

Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem
by Jiongzhi Zheng et al

12-10-2020

Flatland-RL : Multi-Agent Reinforcement Learning on Trains
by Sharada Mohanty et al

12-09-2020

Ensemble Squared: A Meta AutoML System
by Jason Yoo et al

12-08-2020

River: machine learning for streaming data in Python
by Jacob Montiel et al

12-10-2020

Interpreting Neural Networks as Gradual Argumentation Frameworks (Including Proof Appendix)
by Nico Potyka

12-10-2020

On Shapley Credit Allocation for Interpretability
by Debraj Basu

12-10-2020

Neural-Swarm2: Planning and Control of Heterogeneous Multirotor Swarms using Learned Interactions
by Guanya Shi et al

12-09-2020

Risk Management Framework for Machine Learning Security
by Jakub Breier et al

12-11-2020

Hardware Beyond Backpropagation: a Photonic Co-Processor for Direct Feedback Alignment
by Julien Launay et al

12-10-2020

GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification
by Daoming Zong et al

12-10-2020

Influence-Driven Explanations for Bayesian Network Classifiers
by Antonio Rago et al

12-09-2020

NSL: Hybrid Interpretable Learning From Noisy Raw Data
by Daniel Cunnington et al

12-10-2020

DAX: Deep Argumentative eXplanation for Neural Networks
by Emanuele Albini et al

12-10-2020

The Three Ghosts of Medical AI: Can the Black-Box Present Deliver?
by Thomas P. Quinn et al

12-09-2020

Hybrid Quantum Computing -- Tabu Search Algorithm for Partitioning Problems: preliminary study on the Traveling Salesman Problem
by Eneko Osaba et al

12-10-2020

How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget
by Erik Wijmans et al

12-08-2020

Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text
by Nishtha Madaan et al

12-08-2020

Mitigating the Impact of Adversarial Attacks in Very Deep Networks
by Mohammed Hassanin et al

12-10-2020

Factor Graph Molecule Network for Structure Elucidation
by Hieu Le Trung et al

12-08-2020

A Dataset and Application for Facial Recognition of Individual Gorillas in Zoo Environments
by Otto Brookes et al

12-10-2020

Multi-expert learning of adaptive legged locomotion
by Chuanyu Yang et al

12-09-2020

Artificial Intelligence at the Edge
by Elisa Bertino et al

12-10-2020

Notes on Deep Learning Theory
by Eugene A. Golikov

12-11-2020

Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline
by Beibin Li et al

12-08-2020

A SAT-based Resolution of Lams Problem
by Curtis Bright et al

12-10-2020

Reinforcement Learning Agents for Ubisofts Roller Champions
by Nancy Iskander et al

12-09-2020

A Sentiment Analysis Approach to the Prediction of Market Volatility
by Justina Deveikyte et al

12-10-2020

Slimmable Generative Adversarial Networks
by Liang Hou et al

12-09-2020

Deep Reinforcement Learning for Stock Portfolio Optimization
by Le Trung Hieu

12-09-2020

Multi-Classifier Interactive Learning for Ambiguous Speech Emotion Recognition
by Ying Zhou et al

12-09-2020

Participatory Budgeting with Project Groups
by Pallavi Jain et al

12-08-2020

Model-agnostic Fits for Understanding Information Seeking Patterns in Humans
by Soumya Chatterjee et al

12-10-2020

Towards Neural Programming Interfaces
by Zachary C. Brown et al

12-11-2020

Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method
by Yuntian Chen et al

12-09-2020

Label Confusion Learning to Enhance Text Classification Models
by Biyang Guo et al

12-09-2020

Infinite use of finite means: Zero-Shot Generalization using Compositional Emergent Protocols
by Rishi Hazra et al

12-08-2020

Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective
by Jingwei Sun et al

12-10-2020

Adaptive Submodular Meta-Learning
by Shaojie Tang et al

12-09-2020

Bipartite Graph Embedding via Mutual Information Maximization
by Jiangxia Cao et al

12-11-2020

Soft Compression for Lossless Image Coding
by Gangtao Xin et al

12-11-2020

Objectness-Guided Open Set Visual Search and Closed Set Detection
by Nathan Drenkow et al

12-10-2020

A Probabilistic Graphical Model Foundation for Enabling Predictive Digital Twins at Scale
by Michael G. Kapteyn et al

12-10-2020

Equivalent Causal Models
by Sander Beckers

12-11-2020

OPAC: Opportunistic Actor-Critic
by Srinjoy Roy et al

12-08-2020

Joint Entity and Relation Canonicalization in Open Knowledge Graphs using Variational Autoencoders
by Sarthak Dash et al

12-11-2020

AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment
by Rei Sato et al

12-10-2020

Cold-start Sequential Recommendation via Meta Learner
by Yujia Zheng et al

12-11-2020

Random Projections for Adversarial Attack Detection
by Nathan Drenkow et al

12-10-2020

Hindsight and Sequential Rationality of Correlated Play
by Dustin Morrill et al

12-10-2020

Vision-based Price Suggestion for Online Second-hand Items
by Liang Han et al

12-11-2020

Exploiting Behavioral Consistence for Universal User Representation
by Jie Gu et al

12-11-2020

ParsiNLU: A Suite of Language Understanding Challenges for Persian
by Daniel Khashabi et al

12-11-2020

Closeness and Uncertainty Aware Adversarial Examples Detection in Adversarial Machine Learning
by Omer Faruk Tuna et al

12-08-2020

Graph-Based Generative Representation Learning of Semantically and Behaviorally Augmented Floorplans
by Vahid Azizi et al

12-10-2020

Robustness and Transferability of Universal Attacks on Compressed Models
by Alberto G. Matachana et al

12-09-2020

Persuading Voters in District-based Elections
by Matteo Castiglioni et al

12-09-2020

The Counterfactual NESS Definition of Causation
by Sander Beckers

12-10-2020

Appliance-Level Monitoring with Micro-Moment Smart Plugs
by Abdullah Alsalemi et al

12-11-2020

Dependency Decomposition and a Reject Option for Explainable Models
by Jan Kronenberger et al

12-09-2020

Visual Perception Generalization for Vision-and-Language Navigation via Meta-Learning
by Ting Wang et al

12-11-2020

EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts
by Christian Requena-Mesa et al

12-10-2020

An IoT Framework for Heart Disease Prediction based on MDCNN Classifier
by Mohammad Ayoub Khan

12-11-2020

OpenHoldem: An Open Toolkit for Large-Scale Imperfect-Information Game Research
by Kai Li et al

12-11-2020

Conceptualization and Framework of Hybrid Intelligence Systems
by Nikhil Prakash et al

12-11-2020

Comprehension and Knowledge
by Pavel Naumov et al

12-10-2020

CommPOOL: An Interpretable Graph Pooling Framework for Hierarchical Graph Representation Learning
by Haoteng Tang et al

12-11-2020

VaryFairyTED : A Fair in Rating Predictor for Public Speeches by Awareness of Verbal and Gesture Quality
by Rupam Acharyya et al

12-08-2020

A Deep Marginal-Contrastive Defense against Adversarial Attacks on 1D Models
by Mohammed Hassanin et al

12-08-2020

Emergence of Different Modes of Tool Use in a Reaching and Dragging Task
by Khuong Nguyen et al

12-10-2020

Overcoming Catastrophic Forgetting in Graph Neural Networks
by Huihui Liu et al

12-10-2020

Learning to Resolve Conflicts for Multi-Agent Path Finding with Conflict-Based Search
by Taoan Huang et al

12-10-2020

Price Suggestion for Online Second-hand Items with Texts and Images
by Liang Han et al

12-11-2020

ADD: Augmented Disentanglement Distillation Framework for Improving Stock Trend Forecasting
by Hongshun Tang et al

12-11-2020

A New Neural Network Architecture Invariant to the Action of Symmetry Subgroups
by Piotr Kicki et al

12-11-2020

Better call Surrogates: A hybrid Evolutionary Algorithm for Hyperparameter optimization
by Subhodip Biswas et al

12-08-2020

A Data-Driven Analytical Framework of Estimating Multimodal Travel Demand Patterns using Mobile Device Location Data
by Chenfeng Xiong et al

12-09-2020

KNN Classification with One-step Computation
by Shichao Zhang et al

12-10-2020

Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling
by Benedikt Boecking et al

12-09-2020

exploRNN: Understanding Recurrent Neural Networks through Visual Exploration
by Alex Bäuerle et al

12-08-2020

Robustness of Model Predictions under Extension
by Tineke Blom et al

12-11-2020

String Tightening as a Self-Organizing Phenomenon: Computation of Shortest Homotopic Path, Smooth Path, and Convex Hull
by Bonny Banerjee

12-10-2020

Strong Admissibility for Abstract Dialectical Frameworks
by Atefeh Keshavarzi Zafarghandi et al

12-10-2020

xRAI: Explainable Representations through AI
by Christiann Bartelt et al

12-10-2020

Artificial Intelligence & Cooperation
by Elisa Bertino et al

12-10-2020

Cost-to-Go Function Generating Networks for High Dimensional Motion Planning
by Jinwook Huh et al

12-10-2020

Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable
by Odest Chadwicke Jenkins et al

12-10-2020

Interdisciplinary Approaches to Understanding Artificial Intelligences Impact on Society
by Suresh Venkatasubramanian et al

12-11-2020

Generating Human-Like Movement: A Comparison Between Two Approaches Based on Environmental Features
by A. Zonta et al

12-10-2020

The Rise of AI-Driven Simulators: Building a New Crystal Ball
by Ian Foster et al

12-08-2020

Concept Drift and Covariate Shift Detection Ensemble with Lagged Labels
by Yiming Xu et al

12-10-2020

An Empirical Review of Adversarial Defenses
by Ayush Goel

12-10-2020

Learning from Survey Propagation: a Neural Network for MAX-E-33-SAT
by Raffaele Marino

12-11-2020

Technical Opinion: From Animal Behaviour to Autonomous Robots
by Chinedu Pascal Ezenkwu et al

12-09-2020

6-Layer Model for a Structured Description and Categorization of Urban Traffic and Environment
by Maike Scholtes et al

12-09-2020

Deep Reinforcement Learning for Long Term Hydropower Production Scheduling
by Signe Riemer-Sorensen et al

 
Craig Smith