2020.12.14 Learning papers

 

12-10-2020

Imitating Interactive Intelligence
by Josh Abramson et al

12-09-2020

Utilising Graph Machine Learning within Drug Discovery and Development
by Thomas Gaudelet 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

12-10-2020

Detection of Covid-19 Patients with Convolutional Neural Network Based Features on Multi-class X-ray Chest Images
by Ali Narin

12-10-2020

Effect of Different Batch Size Parameters on Predicting of COVID19 Cases
by Ali Narin et al

12-09-2020

Gauge equivariant neural networks for quantum lattice gauge theories
by Di Luo et al

12-10-2020

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

12-10-2020

Concept Generalization in Visual Representation Learning
by Mert Bulent Sariyildiz et al

12-10-2020

Flexible Few-Shot Learning with Contextual Similarity
by Mengye Ren et al

12-08-2020

Planet cartography with neural learned regularization
by A. Asensio Ramos et al

12-09-2020

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

12-09-2020

Data and its (dis)contents: A survey of dataset development and use in machine learning research
by Amandalynne Paullada 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

12-08-2020

You Only Need Adversarial Supervision for Semantic Image Synthesis
by Vadim Sushko et al

12-10-2020

Large Non-Stationary Noisy Covariance Matrices: A Cross-Validation Approach
by Vincent W. C. Tan et al

12-10-2020

Can we detect harmony in artistic compositions? A machine learning approach
by Adam Vandor et al

12-10-2020

Effect of the regularization hyperparameter on deep learning-based segmentation in LGE-MRI
by Olivier Rukundo

12-09-2020

AIDE: Annotation-efficient deep learning for automatic medical image segmentation
by Cheng Li et al

12-10-2020

Full-Glow: Fully conditional Glow for more realistic image generation
by Moein Sorkhei et al

12-08-2020

Scalable Neural Tangent Kernel of Recurrent Architectures
by Sina Alemohammad et al

12-10-2020

Debiased-CAM for bias-agnostic faithful visual explanations of deep convolutional networks
by Wencan Zhang et al

12-09-2020

Deep Learning Segmentation of Complex Features in Atomic-Resolution Phase Contrast Transmission Electron Microscopy Images
by Robbie Sadre et al

12-08-2020

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

12-09-2020

Convolutional Neural Networks for Multispectral Image Cloud Masking
by Gonzalo Mateo-García et al

12-09-2020

Unsupervised Adversarial Domain Adaptation For Barretts Segmentation
by Numan Celik et al

12-10-2020

Are Fewer Labels Possible for Few-shot Learning?
by Suichan Li et al

12-10-2020

3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review
by Daria Kern et al

12-10-2020

Large-Scale Generative Data-Free Distillation
by Liangchen Luo et al

12-10-2020

Longitudinal Citation Prediction using Temporal Graph Neural Networks
by Andreas Nugaard Holm et al

12-10-2020

Investigating Bias in Image Classification using Model Explanations
by Schrasing Tong et al

12-09-2020

Removing Class Imbalance using Polarity-GAN: An Uncertainty Sampling Approach
by Kumari Deepshikha et al

12-10-2020

Performance Comparison of Balanced and Unbalanced Cancer Datasets using Pre-Trained Convolutional Neural Network
by Ali Narin

12-08-2020

Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey
by Xiaoqing Zhang 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

12-09-2020

MetaInfoNet: Learning Task-Guided Information for Sample Reweighting
by Hongxin Wei et al

12-10-2020

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

12-09-2020

Emergent Quantumness in Neural Networks
by Mikhail I. Katsnelson 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

12-09-2020

Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem
by Bingcong Li et al

12-10-2020

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

12-09-2020

Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting
by Vincent Bouget et al

12-09-2020

Neural Rate Control for Video Encoding using Imitation Learning
by Hongzi Mao 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

Canonical Capsules: Unsupervised Capsules in Canonical Pose
by Weiwei Sun 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

HRCenterNet: An Anchorless Approach to Chinese Character Segmentation in Historical Documents
by Chia-Wei Tang et al

12-09-2020

Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU
by Olga Golovneva et al

12-09-2020

Research Challenges in Designing Differentially Private Text Generation Mechanisms
by Oluwaseyi Feyisetan et al

12-11-2020

Parallelized Rate-Distortion Optimized Quantization Using Deep Learning
by Dana Kianfar et al

12-09-2020

Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks
by Eklavya Sarkar et al

12-08-2020

Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework
by Fei Ye et al

12-09-2020

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

12-09-2020

Hardness results for Multimarginal Optimal Transport problems
by Jason M. Altschuler 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

Machine Learning in Magnetic Resonance Imaging: Image Reconstruction
by Javier Montalt-Tordera et al

12-11-2020

Recent Theoretical Advances in Non-Convex Optimization
by Marina Danilova et al

12-08-2020

SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data
by Shaoli Huang et al

12-08-2020

Robust Domain Randomised Reinforcement Learning through Peer-to-Peer Distillation
by Chenyang Zhao et al

12-10-2020

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

12-09-2020

Generating Out of Distribution Adversarial Attack using Latent Space Poisoning
by Ujjwal Upadhyay et al

12-09-2020

Optimal oracle inequalities for solving projected fixed-point equations
by Wenlong Mou et al

12-09-2020

Generative Data Augmentation for Vehicle Detection in Aerial Images
by Hilmi Kumdakcı et al

12-09-2020

Conjugate Mixture Models for Clustering Multimodal Data
by Vasil Khalidov et al

12-09-2020

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

12-09-2020

AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation
by Venice Erin Liong et al

12-09-2020

MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences
by Alessio Colucci et al

12-10-2020

A generalised log-determinant regularizer for online semi-definite programming and its applications
by Yaxiong Liu et al

12-08-2020

A Topological Filter for Learning with Label Noise
by Pengxiang Wu et al

12-08-2020

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

12-08-2020

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

12-09-2020

Convex Regularization Behind Neural Reconstruction
by Arda Sahiner et al

12-10-2020

Understanding Learned Reward Functions
by Eric J. Michaud et al

12-10-2020

T-WaveNet: Tree-Structured Wavelet Neural Network for Sensor-Based Time Series Analysis
by Minhao Liu et al

12-10-2020

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

12-09-2020

ESAD: End-to-end Deep Semi-supervised Anomaly Detection
by Chaoqin Huang et al

12-09-2020

Uncertainty Intervals for Graph-based Spatio-Temporal Traffic Prediction
by Tijs Maas et al

12-09-2020

Improving Gradient Flow with Unrolled Highway Expectation Maximization
by Chonghyuk Song et al

12-10-2020

On Shapley Credit Allocation for Interpretability
by Debraj Basu

12-09-2020

Mapping the Space of Chemical Reactions Using Attention-Based Neural Networks
by Philippe Schwaller et al

12-11-2020

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

12-10-2020

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

12-09-2020

Physics-consistent deep learning for structural topology optimization
by Jaydeep Rade et al

12-09-2020

Tactile Object Pose Estimation from the First Touch with Geometric Contact Rendering
by Maria Bauza et al

12-10-2020

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

12-11-2020

Risk & returns around FOMC press conferences: a novel perspective from computer vision
by Alexis Marchal

12-10-2020

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

12-09-2020

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

12-09-2020

Hard and Soft EM in Bayesian Network Learning from Incomplete Data
by Andrea Ruggieri et al

12-10-2020

Weakly Supervised Arrhythmia Detection Based on Deep Convolutional Neural Network
by Yang Liu et al

12-08-2020

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

12-10-2020

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

12-10-2020

Categorical Perception: A Groundwork for Deep Learning
by Laurent Bonnasse-Gahot et al

12-09-2020

Privacy Amplification by Decentralization
by Edwige Cyffers et al

12-09-2020

Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters
by Rida El-Allami et al

12-08-2020

Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics
by Daniel Kunin et al

12-11-2020

Confidence Estimation via Auxiliary Models
by Charles Corbière et al

12-10-2020

COVID-MTL: Multitask Learning with Shift3D and Random-weighted Loss for Diagnosis and Severity Assessment of COVID-19
by Guoqing Bao et al

12-09-2020

Cost-Based Budget Active Learning for Deep Learning
by Patrick K. Gikunda et al

12-11-2020

Analyzing and Improving Generative Adversarial Training for Generative Modeling and Out-of-Distribution Detection
by Xuwang Yin et al

12-09-2020

Representation Extraction and Deep Neural Recommendation for Collaborative Filtering
by Arash Khoeini et al

12-09-2020

Data embedding and prediction by sparse tropical matrix factorization
by Amra Omanović et al

12-10-2020

Notes on Deep Learning Theory
by Eugene A. Golikov

12-10-2020

Learning Multiple Sound Source 2D Localization
by Guillaume Le Moing et al

12-10-2020

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

12-10-2020

Slimmable Generative Adversarial Networks
by Liang Hou et al

12-10-2020

Stochastic Damped L-BFGS with Controlled Norm of the Hessian Approximation
by Sanae Lotfi et al

12-09-2020

Deep Reinforcement Learning for Stock Portfolio Optimization
by Le Trung Hieu

12-09-2020

Streaming Algorithms for Stochastic Multi-armed Bandits
by Arnab Maiti et al

12-10-2020

A machine learning approach to galaxy properties: Joint redshift - stellar mass probability distributions with Random Forest
by S. Mucesh et al

12-11-2020

Neural Dynamic Mode Decomposition for End-to-End Modeling of Nonlinear Dynamics
by Tomoharu Iwata et al

12-10-2020

Self-Supervised Learning of Lidar Segmentation for Autonomous Indoor Navigation
by Hugues Thomas et al

12-09-2020

A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance
by Minhui Huang et al

12-09-2020

Communication-Computation Efficient Secure Aggregation for Federated Learning
by Beongjun Choi et al

12-08-2020

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

12-11-2020

Feature Selection Based on Sparse Neural Network Layer with Normalizing Constraints
by Peter Bugata et al

12-10-2020

Recurrence of Optimum for Training Weight and Activation Quantized Networks
by Ziang Long 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

12-11-2020

RENATA: REpreseNtation And Training Alteration for Bias Mitigation
by William Paul et al

12-08-2020

ODFNet: Using orientation distribution functions to characterize 3D point clouds
by Yusuf H. Sahin et al

12-10-2020

DSRNA: Differentiable Search of Robust Neural Architectures
by Ramtin Hosseini et al

12-10-2020

Denoising-based Turbo Message Passing for Compressed Video Background Subtraction
by Zhipeng Xue et al

12-10-2020

Learn what you cant learn: Regularized Ensembles for Transductive Out-of-distribution Detection
by Alexandru Ţifrea et al

12-10-2020

3D Scattering Tomography by Deep Learning with Architecture Tailored to Cloud Fields
by Yael Sde-Chen et al

12-10-2020

Blending MPC & Value Function Approximation for Efficient Reinforcement Learning
by Mohak Bhardwaj et al

12-08-2020

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

12-09-2020

Data-Driven Intersection Management Solutions for Mixed Traffic of Human-Driven and Connected and Automated Vehicles
by Masoud Bashiri

12-11-2020

Cyclic orthogonal convolutions for long-range integration of features
by Federica Freddi et al

12-09-2020

Modeling Disease Progression Trajectories from Longitudinal Observational Data
by Bum Chul Kwon et al

12-10-2020

Adaptive Submodular Meta-Learning
by Shaojie Tang et al

12-09-2020

LSTM recurrent neural network assisted aircraft stall prediction for enhanced situational awareness
by Tahsin Sejat Saniat et al

12-09-2020

Inference of Stochastic Dynamical Systems from Cross-Sectional Population Data
by Anastasios Tsourtis et al

12-09-2020

Disentangling Derivatives, Uncertainty and Error in Gaussian Process Models
by Juan Emmanuel Johnson et al

12-09-2020

Federated Learning in Unreliable and Resource-Constrained Cellular Wireless Networks
by Mohammad Salehi et al

12-10-2020

SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification
by Haozhen Zhang et al

12-09-2020

Consistent regression of biophysical parameters with kernel methods
by Emiliano Díaz et al

12-09-2020

On the emergence of tetrahedral symmetry in the final and penultimate layers of neural network classifiers
by Weinan E et al

12-10-2020

Data-Efficient Framework for Real-world Multiple Sound Source 2D Localization
by Guillaume Le Moing et al

12-09-2020

Implicit Regularization in ReLU Networks with the Square Loss
by Ohad Shamir et al

12-10-2020

Automatic Micro-sleep Detection under Car-driving Simulation Environment using Night-sleep EEG
by Young-Seok Kweon et al

12-09-2020

DeepTalk: Vocal Style Encoding for Speaker Recognition and Speech Synthesis
by Anurag Chowdhury et al

12-11-2020

OPAC: Opportunistic Actor-Critic
by Srinjoy Roy et al

12-10-2020

Deep-CR MTLR: a Multi-Modal Approach for Cancer Survival Prediction with Competing Risks
by Sejin Kim et al

12-11-2020

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

12-08-2020

Classical symmetries and QAOA
by Ruslan Shaydulin et al

12-08-2020

EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation
by Qi Zhou et al

12-10-2020

Learning Graphons via Structured Gromov-Wasserstein Barycenters
by Hongteng Xu et al

12-10-2020

Asymptotic study of stochastic adaptive algorithm in non-convex landscape
by Sébastien Gadat et al

12-11-2020

Context Matters: Graph-based Self-supervised Representation Learning for Medical Images
by Li Sun 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

Deep Learning Approach for Matrix Completion Using Manifold Learning
by Saeid Mehrdad et al

12-09-2020

Transfer Learning for Efficient Iterative Safety Validation
by Anthony Corso et al

12-11-2020

Self-Growing Spatial Graph Network for Context-Aware Pedestrian Trajectory Prediction
by Sirin Haddad et al

12-08-2020

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

12-09-2020

Optimising cost vs accuracy of decentralised analytics in fog computing environments
by Lorenzo Valerio et al

12-11-2020

Random Projections for Adversarial Attack Detection
by Nathan Drenkow et al

12-10-2020

Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers
by Jeremy Levy et al

12-10-2020

Privacy-preserving medical image analysis
by Alexander Ziller et al

12-08-2020

Accurate and Fast Federated Learning via IID and Communication-Aware Grouping
by Jin-woo Lee et al

12-11-2020

Beyond Occams Razor in System Identification: Double-Descent when Modeling Dynamics
by Antônio H. Ribeiro et al

12-09-2020

Improving Knowledge Tracing via Pre-training Question Embeddings
by Yunfei Liu et al

12-11-2020

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

12-10-2020

A Study of Condition Numbers for First-Order Optimization
by Charles Guille-Escuret et al

12-10-2020

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

12-08-2020

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

A Statistical Test for Probabilistic Fairness
by Bahar Taskesen et al

12-09-2020

Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification
by Yadong Zhang et al

12-09-2020

Bad-Data Sequence Detection for Power System State Estimation via ICA-GAN
by Kursat Rasim Mestav et al

12-10-2020

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

12-11-2020

Acoustic Leak Detection in Water Networks
by Robert Müller et al

12-10-2020

DONE: Distributed Newton-type Method for Federated Edge Learning
by Canh T. Dinh et al

12-10-2020

Thompson Sampling for CVaR Bandits
by Dorian Baudry et al

12-10-2020

Analysis and Optimal Edge Assignment For Hierarchical Federated Learning on Non-IID Data
by Naram Mhaisen et al

12-10-2020

HpGAN: Sequence Search with Generative Adversarial Networks
by Mingxing Zhang et al

12-10-2020

A Review of Hidden Markov Models and Recurrent Neural Networks for Event Detection and Localization in Biomedical Signals
by Yassin Khalifa et al

12-10-2020

Adversarial Linear Contextual Bandits with Graph-Structured Side Observations
by Lingda Wang et al

12-11-2020

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

12-10-2020

DA-HGT: Domain Adaptive Heterogeneous Graph Transformer
by Tiancheng Huang et al

12-11-2020

AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study
by Paolo Soda 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

Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise
by Pengfei Chen et al

12-08-2020

Recent Advances in Computer Audition for Diagnosing COVID-19: An Overview
by Kun Qian et al

12-08-2020

Predicting seasonal influenza using supermarket retail records
by Ioanna Miliou et al

12-11-2020

Sublinear classical and quantum algorithms for general matrix games
by Tongyang Li 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

12-11-2020

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

12-11-2020

Glucose values prediction five years ahead with a new framework of missing responses in reproducing kernel Hilbert spaces, and the use of continuous glucose monitoring technology
by Marcos Matabuena et al

12-11-2020

Online Coresets for Clustering with Bregman Divergences
by Rachit Chhaya et al

12-10-2020

Certifying Incremental Quadratic Constraints for Neural Networks
by Navid Hashemi et al

12-09-2020

Binding and Perspective Taking as Inference in a Generative Neural Network Model
by Mahdi Sadeghi et al

12-09-2020

Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation
by Robin Chan et al

12-10-2020

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

12-11-2020

An AI-Assisted Design Method for Topology Optimization Without Pre-Optimized Training Data
by Alex Halle et al

12-11-2020

Analysis of Feature Representations for Anomalous Sound Detection
by Robert Müller et al

12-09-2020

Distributed Training of Graph Convolutional Networks using Subgraph Approximation
by Alexandra Angerd et al

12-11-2020

Learning physically consistent mathematical models from data using group sparsity
by Suryanarayana Maddu et al

12-09-2020

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

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

12-08-2020

On 1/n neural representation and robustness
by Josue Nassar et al

12-11-2020

Structured Policy Representation: Imposing Stability in arbitrarily conditioned dynamic systems
by Julen Urain et al

12-11-2020

Prediction of Hemolysis Tendency of Peptides using a Reliable Evaluation Method
by Ali Raza et al

12-11-2020

Unsupervised Learning of slow features for Data Efficient Regression
by Oliver Struckmeier 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

Query Understanding for Natural Language Enterprise Search
by Francisco Borges et al

12-10-2020

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

12-10-2020

Exploring Deep Neural Networks and Transfer Learning for Analyzing Emotions in Tweets
by Yasas Senarath et al

12-11-2020

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

12-10-2020

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

12-09-2020

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

12-10-2020

Improving healthcare access management by predicting patient no-show behaviour
by David Barrera Ferro et al

12-09-2020

The Representation Power of Neural Networks: Breaking the Curse of Dimensionality
by Moise Blanchard et al

12-10-2020

Analyzing the Performance of Smart Industry 4.0 Applications on Cloud Computing Systems
by Razin Farhan Hussain et al

12-11-2020

A Topic Coverage Approach to Evaluation of Topic Models
by Damir Korenčić et al

12-09-2020

Contrastive Predictive Coding for Human Activity Recognition
by Harish Haresamudram et al

12-10-2020

Urban Space Insights Extraction using Acoustic Histogram Information
by Nipun Wijerathne et al

12-11-2020

Reinforced Multi-Teacher Selection for Knowledge Distillation
by Fei Yuan et al

12-09-2020

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

12-11-2020

Comparison of Anomaly Detectors: Context Matters
by Vít Škvára et al

12-10-2020

An algorithm for onset detection of linguistic segments in continuous electroencephalogram signals
by Tonatiuh Hernández-Del-Toro et al

12-11-2020

Structured learning of rigid-body dynamics: A survey and unified view
by A. René Geist et al

12-09-2020

A Custom 7nm CMOS Standard Cell Library for Implementing TNN-based Neuromorphic Processors
by Harideep Nair et al

12-08-2020

Automatic Registration and Convex Clustering of Time Series
by Michael Weylandt et al

12-11-2020

Differential Evolution for Neural Architecture Search
by Noor Awad et al

12-11-2020

The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks
by Bohan Wang et al

12-11-2020

Data Appraisal Without Data Sharing
by Mimee Xu et al

12-11-2020

When is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning?
by Gavin Brown 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

I-GCN: Robust Graph Convolutional Network via Influence Mechanism
by Haoxi Zhan et al

12-11-2020

Gap Filling of Biophysical Parameter Time Series with Multi-Output Gaussian Processes
by Anna Mateo-Sanchis et al

12-10-2020

xRAI: Explainable Representations through AI
by Christiann Bartelt et al

12-10-2020

A Simplistic Machine Learning Approach to Contact Tracing
by Carlos Gómez et al

12-10-2020

Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization
by Chin-Wei Huang et al

12-11-2020

Hard-ODT: Hardware-Friendly Online Decision Tree Learning Algorithm and System
by Zhe Lin et al

12-10-2020

Clustering multivariate functional data using unsupervised binary trees
by Golovkine Steven et al

12-09-2020

Spatial noise-aware temperature retrieval from infrared sounder data
by David Malmgren-Hansen et al

12-11-2020

ππ-ROAD: a Learn-as-You-Go Framework for On-Demand Emergency Slices in V2X Scenarios
by Armin Okic et al

12-09-2020

Electric Vehicle Battery Remaining Charging Time Estimation Considering Charging Accuracy and Charging Profile Prediction
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12-10-2020

Cost-to-Go Function Generating Networks for High Dimensional Motion Planning
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12-08-2020

Application of a novel machine learning based optimization algorithm (ActivO) for accelerating simulation-driven engine design
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12-09-2020

Detection of Adversarial Supports in Few-shot Classifiers Using Feature Preserving Autoencoders and Self-Similarity
by Yi Xiang Marcus Tan et al

12-08-2020

A Real-Time Whole Page Personalization Framework for E-Commerce
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12-10-2020

Smooth Bandit Optimization: Generalization to H\older Space
by Yusha Liu et al

12-08-2020

Variational Nonlinear System Identification
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12-09-2020

Solving Inverse Problems for Spectral Energy Distributions with Deep Generative Networks
by Agapi Rissaki et al

12-09-2020

Distant Domain Transfer Learning for Medical Imaging
by Shuteng Niu et al

12-10-2020

Performance-Weighed Policy Sampling for Meta-Reinforcement Learning
by Ibrahim Ahmed et al

12-08-2020

Methodology for Mining, Discovering and Analyzing Semantic Human Mobility Behaviors
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12-08-2020

Simultaneous Grouping and Denoising via Sparse Convex Wavelet Clustering
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12-10-2020

Pair-view Unsupervised Graph Representation Learning
by You Li et al

12-08-2020

STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization
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12-09-2020

Data-driven Method for Estimating Aircraft Mass from Quick Access Recorder using Aircraft Dynamics and Multilayer Perceptron Neural Network
by Xinyu He et al

12-10-2020

Deep Neural Networks Are Effective At Learning High-Dimensional Hilbert-Valued Functions From Limited Data
by Ben Adcock et al

12-10-2020

Generative Learning With Euler Particle Transport
by Yuan Gao et al

12-10-2020

Ensemble of Discriminators for Domain Adaptation in Multiple Sound Source 2D Localization
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Craig Smith