03-26-2020
|
A Survey of Deep Learning for Scientific Discovery
by
Maithra Raghu
et al
|
|
|
|
03-25-2020
|
Rethinking Few-Shot Image Classification: a Good
Embedding Is All You Need?
by
Yonglong Tian
et al
|
|
|
|
03-24-2020
|
XTREME: A Massively Multilingual Multi-task Benchmark
for Evaluating Cross-lingual Generalization
by
Junjie Hu
et al
|
|
|
|
03-24-2020
|
Deformable Style Transfer
by
Sunnie S. Y. Kim
et al
|
|
|
|
03-25-2020
|
Mapping the Landscape of Artificial Intelligence
Applications against COVID-19
by
Joseph Bullock
et al
|
|
|
|
03-25-2020
|
COVID-19 Image Data Collection
by
Joseph Paul Cohen
et al
|
|
|
|
03-25-2020
|
Deep Graph Matching via Blackbox Differentiation of
Combinatorial Solvers
by
Michal Rolínek
et al
|
|
|
|
03-24-2020
|
ML-SIM: A deep neural network for reconstruction of
structured illumination microscopy images
by
Charles N. Christensen
et al
|
|
|
|
03-26-2020
|
On-the-Fly Adaptation of Source Code Models using
Meta-Learning
by
Disha Shrivastava
et al
|
|
|
|
03-26-2020
|
Use the Force, Luke! Learning to Predict Physical
Forces by Simulating Effects
by
Kiana Ehsani
et al
|
|
|
|
03-26-2020
|
Robust Classification of High-Dimensional Spectroscopy
Data Using Deep Learning and Data Synthesis
by
James Houston
et al
|
|
|
|
03-24-2020
|
Born-Again Tree Ensembles
by
Thibaut Vidal
et al
|
|
|
|
03-25-2020
|
Covid-19: Automatic detection from X-Ray images
utilizing Transfer Learning with Convolutional Neural
Networks
by
Ioannis D. Apostolopoulos
et al
|
|
|
|
03-26-2020
|
Improving Reproducibility in Machine Learning Research
(A Report from the NeurIPS 2019 Reproducibility
Program)
by
Joelle Pineau
et al
|
|
|
|
03-25-2020
|
Interval Neural Networks: Uncertainty Scores
by
Luis Oala
et al
|
|
|
|
03-26-2020
|
Are Labels Necessary for Neural Architecture Search?
by
Chenxi Liu
et al
|
|
|
|
03-25-2020
|
Bridging the Gap Between Spectral and Spatial Domains
in Graph Neural Networks
by
Muhammet Balcilar
et al
|
|
|
|
03-26-2020
|
Image Generation Via Minimizing Fr\echet Distance in
Discriminator Feature Space
by
Khoa D. Doan
et al
|
|
|
|
03-26-2020
|
DCNAS: Densely Connected Neural Architecture Search for
Semantic Image Segmentation
by
Xiong Zhang
et al
|
|
|
|
03-26-2020
|
Nonconvex sparse regularization for deep neural
networks and its optimality
by
Ilsang Ohn
et al
|
|
|
|
03-26-2020
|
Negative Margin Matters: Understanding Margin in
Few-shot Classification
by
Bin Liu
et al
|
|
|
|
03-25-2020
|
iTAML: An Incremental Task-Agnostic Meta-learning
Approach
by
Jathushan Rajasegaran
et al
|
|
|
|
03-26-2020
|
Matrix Smoothing: A Regularization for DNN with
Transition Matrix under Noisy Labels
by
Xianbin Lv
et al
|
|
|
|
03-26-2020
|
DeepCrashTest: Turning Dashcam Videos into Virtual
Crash Tests for Automated Driving Systems
by
Sai Krishna Bashetty
et al
|
|
|
|
03-26-2020
|
Neural encoding and interpretation for high-level
visual cortices based on fMRI using image caption
features
by
Kai Qiao
et al
|
|
|
|
03-25-2020
|
Heavy-tailed Representations, Text Polarity
Classification & Data Augmentation
by
Hamid Jalalzai
et al
|
|
|
|
03-27-2020
|
LIMP: Learning Latent Shape Representations with Metric
Preservation Priors
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Luca Cosmo
et al
|
|
|
|
03-25-2020
|
Deep Networks as Logical Circuits: Generalization and
Interpretation
by
Christopher Snyder
et al
|
|
|
|
03-24-2020
|
Fiber: A Platform for Efficient Development and
Distributed Training for Reinforcement Learning and
Population-Based Methods
by
Jiale Zhi
et al
|
|
|
|
03-25-2020
|
Common-Knowledge Concept Recognition for SEVA
by
Jitin Krishnan
et al
|
|
|
|
03-24-2020
|
Learning to Play Soccer by Reinforcement and Applying
Sim-to-Real to Compete in the Real World
by
Hansenclever F. Bassani
et al
|
|
|
|
03-25-2020
|
Classification of the Chinese Handwritten Numbers with
Supervised Projective Dictionary Pair Learning
by
Rasool Ameri
et al
|
|
|
|
03-24-2020
|
Black-box Off-policy Estimation for Infinite-Horizon
Reinforcement Learning
by
Ali Mousavi
et al
|
|
|
|
03-26-2020
|
Memory Enhanced Global-Local Aggregation for Video
Object Detection
by
Yihong Chen
et al
|
|
|
|
03-26-2020
|
Instance Credibility Inference for Few-Shot Learning
by
Yikai Wang
et al
|
|
|
|
03-26-2020
|
A Principled Approach to Learning Stochastic
Representations for Privacy in Deep Neural Inference
by
Fatemehsadat Mireshghallah
et al
|
|
|
|
03-25-2020
|
R-FORCE: Robust Learning for Random Recurrent Neural
Networks
by
Yang Zheng
et al
|
|
|
|
03-25-2020
|
Safety-Aware Hardening of 3D Object Detection Neural
Network Systems
by
Chih-Hong Cheng
|
|
|
|
03-26-2020
|
Estimating Treatment Effects with Observed Confounders
and Mediators
by
Shantanu Gupta
et al
|
|
|
|
03-24-2020
|
Adversarial Light Projection Attacks on Face
Recognition Systems: A Feasibility Study
by
Luan Nguyen
et al
|
|
|
|
03-24-2020
|
On Localizing a Camera from a Single Image
by
Pradipta Ghosh
et al
|
|
|
|
03-26-2020
|
Gryffin: An algorithm for Bayesian optimization for
categorical variables informed by physical intuition
with applications to chemistry
by
Florian Häse
et al
|
|
|
|
03-26-2020
|
Pseudo-Labeling for Small Lesion Detection on Diabetic
Retinopathy Images
by
Qilei Chen
et al
|
|
|
|
03-25-2020
|
Validation Set Evaluation can be Wrong: An
Evaluator-Generator Approach for Maximizing Online
Performance of Ranking in E-commerce
by
Guangda Huzhang
et al
|
|
|
|
03-25-2020
|
Similarity of Neural Networks with Gradients
by
Shuai Tang
et al
|
|
|
|
03-26-2020
|
Representations of molecules and materials for
interpolation of quantum-mechanical simulations via
machine learning
by
Marcel F. Langer
et al
|
|
|
|
03-25-2020
|
Preferential Batch Bayesian Optimization
by
Eero Siivola
et al
|
|
|
|
03-26-2020
|
Convolutional Neural Networks for Image-based Corn
Kernel Detection and Counting
by
Saeed Khaki
et al
|
|
|
|
03-26-2020
|
AirRL: A Reinforcement Learning Approach to Urban Air
Quality Inference
by
Huiqiang Zhong
et al
|
|
|
|
03-24-2020
|
Incorporating Users Preference into Attributed Graph
Clustering
by
Wei Ye
et al
|
|
|
|
03-24-2020
|
Efficient Algorithms for Multidimensional Segmented
Regression
by
Ilias Diakonikolas
et al
|
|
|
|
03-24-2020
|
How deep is your encoder: an analysis of features
descriptors for an autoencoder-based audio-visual
quality metric
by
Helard Martinez
et al
|
|
|
|
03-24-2020
|
COVID-19 and Computer Audition: An Overview on What
Speech & Sound Analysis Could Contribute in the
SARS-CoV-2 Corona Crisis
by
Björn W. Schuller
et al
|
|
|
|
03-26-2020
|
Do Deep Minds Think Alike? Selective Adversarial
Attacks for Fine-Grained Manipulation of Multiple Deep
Neural Networks
by
Zain Khan
et al
|
|
|
|
03-25-2020
|
Not all domains are equally complex: Adaptive
Multi-Domain Learning
by
Ali Senhaji
et al
|
|
|
|
03-27-2020
|
Unpacking Information Bottlenecks: Unifying
Information-Theoretic Objectives in Deep Learning
by
Andreas Kirsch
et al
|
|
|
|
03-27-2020
|
MiLeNAS: Efficient Neural Architecture Search via
Mixed-Level Reformulation
by
Chaoyang He
et al
|
|
|
|
03-24-2020
|
Hybrid Classification and Reasoning for Image-based
Constraint Solving
by
Maxime Mulamba
et al
|
|
|
|
03-25-2020
|
Zeroth-order Optimization on Riemannian Manifolds
by
Jiaxiang Li
et al
|
|
|
|
03-24-2020
|
Deep Local Shapes: Learning Local SDF Priors for
Detailed 3D Reconstruction
by
Rohan Chabra
et al
|
|
|
|
03-27-2020
|
Piecewise linear activations substantially shape the
loss surfaces of neural networks
by
Fengxiang He
et al
|
|
|
|
03-25-2020
|
Bayesian Sparsification Methods for Deep Complex-valued
Networks
by
Ivan Nazarov
et al
|
|
|
|
03-25-2020
|
Auto-Ensemble: An Adaptive Learning Rate Scheduling
based Deep Learning Model Ensembling
by
Jun Yang
et al
|
|
|
|
03-24-2020
|
Automatic Detection of Coronavirus Disease (COVID-19)
Using X-ray Images and Deep Convolutional Neural
Networks
by
Ali Narin
et al
|
|
|
|
03-25-2020
|
Unsupervised domain adaptation with exploring more
statistics and discriminative information
by
Yuntao Du
et al
|
|
|
|
03-26-2020
|
Egoshots, an ego-vision life-logging dataset and
semantic fidelity metric to evaluate diversity in image
captioning models
by
Pranav Agarwal
et al
|
|
|
|
03-25-2020
|
Solving Ravens Progressive Matrices with Multi-Layer
Relation Networks
by
Marius Jahrens
et al
|
|
|
|
03-24-2020
|
FADNet: A Fast and Accurate Network for Disparity
Estimation
by
Qiang Wang
et al
|
|
|
|
03-26-2020
|
A lower bound for the ELBO of the Bernoulli Variational
Autoencoder
by
Robert Sicks
et al
|
|
|
|
03-24-2020
|
PoisHygiene: Detecting and Mitigating Poisoning Attacks
in Neural Networks
by
Junfeng Guo
et al
|
|
|
|
03-24-2020
|
Rethinking Class-Balanced Methods for Long-Tailed
Visual Recognition from a Domain Adaptation Perspective
by
Muhammad Abdullah Jamal
et al
|
|
|
|
03-24-2020
|
A Systematic Evaluation: Fine-Grained CNN vs.
Traditional CNN Classifiers
by
Saeed Anwar
et al
|
|
|
|
03-24-2020
|
Towards Safer Self-Driving Through Great PAIN
(Physically Adversarial Intelligent Networks)
by
Piyush Gupta
et al
|
|
|
|
03-25-2020
|
Volumization as a Natural Generalization of Weight
Decay
by
Liu Ziyin
et al
|
|
|
|
03-26-2020
|
Financial Time Series Representation Learning
by
Philippe Chatigny
et al
|
|
|
|
03-26-2020
|
Log-Likelihood Ratio Minimizing Flows: Towards Robust
and Quantifiable Neural Distribution Alignment
by
Ben Usman
et al
|
|
|
|
03-24-2020
|
Towards Explainability of Machine Learning Models in
Insurance Pricing
by
Kevin Kuo
et al
|
|
|
|
03-27-2020
|
Convolutional Spiking Neural Networks for
Spatio-Temporal Feature Extraction
by
Ali Samadzadeh
et al
|
|
|
|
03-24-2020
|
PointNetKL: Deep Inference for GICP Covariance
Estimation in Bathymetric SLAM
by
Ignacio Torroba
et al
|
|
|
|
03-26-2020
|
Advances in Bayesian Probabilistic Modeling for
Industrial Applications
by
Sayan Ghosh
et al
|
|
|
|
03-24-2020
|
Driver Modeling through Deep Reinforcement Learning and
Behavioral Game Theory
by
Berat Mert Albaba
et al
|
|
|
|
03-25-2020
|
Pipelined Backpropagation at Scale: Training Large
Models without Batches
by
Atli Kosson
et al
|
|
|
|
03-24-2020
|
COVIDX-Net: A Framework of Deep Learning Classifiers to
Diagnose COVID-19 in X-Ray Images
by
Ezz El-Din Hemdan
et al
|
|
|
|
03-25-2020
|
FastDTW is approximate and Generally Slower than the
Algorithm it Approximates
by
Renjie Wu
et al
|
|
|
|
03-27-2020
|
A Distributional Analysis of Sampling-Based
Reinforcement Learning Algorithms
by
Philip Amortila
et al
|
|
|
|
03-26-2020
|
On the Optimization Dynamics of Wide Hypernetworks
by
Etai Littwin
et al
|
|
|
|
03-24-2020
|
Two-Step Surface Damage Detection Scheme using
Convolutional Neural Network and Artificial Neural
Neural
by
Alice Yi Yang
et al
|
|
|
|
03-25-2020
|
A New Multiple Max-pooling Integration Module and Cross
Multiscale Deconvolution Network Based on Image
Semantic Segmentation
by
Hongfeng You
et al
|
|
|
|
03-27-2020
|
One-Shot GAN Generated Fake Face Detection
by
Hadi Mansourifar
et al
|
|
|
|
03-26-2020
|
Too many cooks: Coordinating multi-agent collaboration
through inverse planning
by
Rose E. Wang
et al
|
|
|
|
03-25-2020
|
End-to-End Entity Classification on Multimodal
Knowledge Graphs
by
W. X. Wilcke
et al
|
|
|
|
03-27-2020
|
Incorporating Expert Prior in Bayesian Optimisation via
Space Warping
by
Anil Ramachandran
et al
|
|
|
|
03-26-2020
|
Pedestrian Models for Autonomous Driving Part II: high
level models of human behaviour
by
Fanta Camara
et al
|
|
|
|
03-25-2020
|
Logarithmic Regret Bound in Partially Observable Linear
Dynamical Systems
by
Sahin Lale
et al
|
|
|
|
03-26-2020
|
Sorting Big Data by Revealed Preference with
Application to College Ranking
by
Xingwei Hu
|
|
|
|
03-25-2020
|
AutoFIS: Automatic Feature Interaction Selection in
Factorization Models for Click-Through Rate Prediction
by
Bin Liu
et al
|
|
|
|
03-25-2020
|
CAZSL: Zero-Shot Regression for Pushing Models by
Generalizing Through Context
by
Wenyu Zhang
et al
|
|
|
|
03-24-2020
|
Adversarial Multi-Binary Neural Network for Multi-class
Classification
by
Haiyang Xu
et al
|
|
|
|
03-25-2020
|
RelatIF: Identifying Explanatory Training Examples via
Relative Influence
by
Elnaz Barshan
et al
|
|
|
|
03-24-2020
|
A Unified Framework for Multiclass and Multilabel
Support Vector Machines
by
Hoda Shajari
et al
|
|
|
|
03-26-2020
|
Coronavirus on Social Media: Analyzing Misinformation
in Twitter Conversations
by
Karishma Sharma
et al
|
|
|
|
03-25-2020
|
VaB-AL: Incorporating Class Imbalance and Difficulty
with Variational Bayes for Active Learning
by
Jongwon Choi
et al
|
|
|
|
03-27-2020
|
An Investigation into the Stochasticity of Batch
Whitening
by
Lei Huang
et al
|
|
|
|
03-25-2020
|
Generalized Canonical Correlation Analysis: A Subspace
Intersection Approach
by
Mikael Sørensen
et al
|
|
|
|
03-24-2020
|
Learning Syntactic and Dynamic Selective Encoding for
Document Summarization
by
Haiyang Xu
et al
|
|
|
|
03-26-2020
|
T2FSNN: Deep Spiking Neural Networks with
Time-to-first-spike Coding
by
Seongsik Park
et al
|
|
|
|
03-26-2020
|
HERS: Homomorphically Encrypted Representation Search
by
Joshua J. Engelsma
et al
|
|
|
|
03-25-2020
|
Boosting Ridge Regression for High Dimensional Data
Classification
by
Jakramate Bootkrajang
|
|
|
|
03-24-2020
|
TeCNO: Surgical Phase Recognition with Multi-Stage
Temporal Convolutional Networks
by
Tobias Czempiel
et al
|
|
|
|
03-26-2020
|
Prediction of number of cases expected and estimation
of the final size of coronavirus epidemic in India
using the logistic model and genetic algorithm
by
Ganesh Kumar M
et al
|
|
|
|
03-26-2020
|
Distributed Kernel Ridge Regression with Communications
by
Shao-Bo Lin
et al
|
|
|
|
03-26-2020
|
Triad State Space Construction for Chaotic Signal
Classification with Deep Learning
by
Yadong Zhang
et al
|
|
|
|
03-26-2020
|
A Collective Learning Framework to Boost GNN
Expressiveness
by
Mengyue Hang
et al
|
|
|
|
03-24-2020
|
An empirical investigation of the challenges of
real-world reinforcement learning
by
Gabriel Dulac-Arnold
et al
|
|
|
|
03-24-2020
|
Exploiting Event Cameras by Using a Network Grafting
Algorithm
by
Yuhuang Hu
et al
|
|
|
|
03-26-2020
|
Integrating Crowdsourcing and Active Learning for
Classification of Work-Life Events from Tweets
by
Yunpeng Zhao
et al
|
|
|
|
03-24-2020
|
Generative ODE Modeling with Known Unknowns
by
Ori Linial
et al
|
|
|
|
03-24-2020
|
Distributional Reinforcement Learning with Ensembles
by
Björn Lindenberg
et al
|
|
|
|
03-25-2020
|
Design-unbiased statistical learning in survey sampling
by
Luis Sanguiao Sande
et al
|
|
|
|
03-25-2020
|
Predictive Business Process Monitoring via Generative
Adversarial Nets: The Case of Next Event Prediction
by
Farbod Taymouri
et al
|
|
|
|
03-26-2020
|
Algorithm-Based Fault Tolerance for Convolutional
Neural Networks
by
Kai Zhao
et al
|
|
|
|
03-26-2020
|
Active Learning Approach to Optimization of
Experimental Control
by
Yadong Wu
et al
|
|
|
|
03-24-2020
|
Can Embeddings Adequately Represent Medical
Terminology? New Large-Scale Medical Term Similarity
Datasets Have the Answer!
by
Claudia Schulz
et al
|
|
|
|
03-26-2020
|
From unbiased MDI Feature Importance to Explainable AI
for Trees
by
Markus Loecher
|
|
|
|
03-25-2020
|
Adaptive Conditional Neural Movement Primitives via
Representation Sharing Between Supervised and
Reinforcement Learning
by
M. Tuluhan Akbulut
et al
|
|
|
|
03-25-2020
|
SPFCN: Select and Prune the Fully Convolutional
Networks for Real-time Parking Slot Detection
by
Zhuoping Yu
et al
|
|
|
|
03-27-2020
|
Can you hear me nownow? Sensitive comparisons of human
and machine perception
by
Michael A Lepori
et al
|
|
|
|
03-24-2020
|
Integrating Physiological Time Series and Clinical
Notes with Deep Learning for Improved ICU Mortality
Prediction
by
Satya Narayan Shukla
et al
|
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|
|
03-26-2020
|
Spike-Timing-Dependent Back Propagation in Deep Spiking
Neural Networks
by
Malu Zhang
et al
|
|
|
|
03-24-2020
|
Quantum Semantic Learning by Reverse Annealing an
Adiabatic Quantum Computer
by
Lorenzo Rocutto
et al
|
|
|
|
03-25-2020
|
Data Parallelism in Training Sparse Neural Networks
by
Namhoon Lee
et al
|
|
|
|
03-26-2020
|
Integrating Informativeness, Representativeness and
Diversity in Pool-Based Sequential Active Learning for
Regression
by
Ziang Liu
et al
|
|
|
|
03-24-2020
|
Mirrored Autoencoders with Simplex Interpolation for
Unsupervised Anomaly Detection
by
Y. Wu
et al
|
|
|
|
03-24-2020
|
Multi-Scale Progressive Fusion Network for Single Image
Deraining
by
Kui Jiang
et al
|
|
|
|
03-27-2020
|
Progressive Graph Convolutional Networks for
Semi-Supervised Node Classification
by
Negar Heidari
et al
|
|
|
|
03-24-2020
|
TRACER: A Framework for Facilitating Accurate and
Interpretable Analytics for High Stakes Applications
by
Kaiping Zheng
et al
|
|
|
|
03-25-2020
|
Unsupervised Fuzzy eIX: Evolving Internal-eXternal
Fuzzy Clustering
by
Charles Aguiar
et al
|
|
|
|
03-25-2020
|
MIM-Based Generative Adversarial Networks and Its
Application on Anomaly Detection
by
Rui She
et al
|
|
|
|
03-25-2020
|
ESSOP: Efficient and Scalable Stochastic Outer Product
Architecture for Deep Learning
by
Vinay Joshi
et al
|
|
|
|
03-27-2020
|
Probabilistic Regression for Visual Tracking
by
Martin Danelljan
et al
|
|
|
|
03-25-2020
|
Discriminative Viewer Identification using Generative
Models of Eye Gaze
by
Silvia Makowski
et al
|
|
|
|
03-25-2020
|
Convergence of Recursive Stochastic Algorithms using
Wasserstein Divergence
by
Abhishek Gupta
et al
|
|
|
|
03-25-2020
|
Accelerated learning algorithms of general fuzzy
min-max neural network using a branch-and-bound-based
hyperbox selection rule
by
Thanh Tung Khuat
et al
|
|
|
|
03-24-2020
|
Dynamic Narrowing of VAE Bottlenecks Using GECO and
L0L0 Regularization
by
Cedric De Boom
et al
|
|
|
|
03-26-2020
|
Adversarial System Variant Approximation to Quantify
Process Model Generalization
by
Julian Theis
et al
|
|
|
|
03-24-2020
|
Dimension Independent Generalization Error with
Regularized Online Optimization
by
Xi Chen
et al
|
|
|
|
03-24-2020
|
Registration by tracking for sequential 2D MRI
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Niklas Gunnarsson
et al
|
|
|
|
03-27-2020
|
A copula-based visualization technique for a neural
network
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Yusuke Kubo
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|
|
|
|
03-27-2020
|
Optimization of genomic classifiers for clinical
deployment: evaluation of Bayesian optimization for
identification of predictive models of acute infection
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Michael B. Mayhew
et al
|
|
|
|
03-26-2020
|
A Heterogeneous Dynamical Graph Neural Networks
Approach to Quantify Scientific Impact
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Fan Zhou
et al
|
|
|
|
03-24-2020
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Quantum circuit-like learning: A fast and scalable
classical machine-learning algorithm with similar
performance to quantum circuit learning
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Naoko Koide-Majima
et al
|
|
|
|
03-24-2020
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Learn to Schedule (LEASCH): A Deep reinforcement
learning approach for radio resource scheduling in the
5G MAC layer
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F. AL-Tam
et al
|
|
|
|
03-26-2020
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Bag of biterms modeling for short texts
by
Anh Phan Tuan
et al
|
|
|
|
03-25-2020
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A general framework for causal classification
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Jiuyong Li
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|
|
|
|
03-26-2020
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ParSeNet: A Parametric Surface Fitting Network for 3D
Point Clouds
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Gopal Sharma
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|
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|
03-26-2020
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Fashion Landmark Detection and Category Classification
for Robotics
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Thomas Ziegler
et al
|
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|
|
03-24-2020
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Adaptive machine learning strategies for network
calibration of IoT smart air quality monitoring devices
by
Saverio De Vito
et al
|
|
|
|
03-26-2020
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StrokeCoder: Path-Based Image Generation from Single
Examples using Transformers
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Sabine Wieluch
et al
|
|
|
|
03-24-2020
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Dividing Deep Learning Model for Continuous Anomaly
Detection of Inconsistent ICT Systems
by
Kengo Tajiri
et al
|
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|
03-26-2020
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Incremental Learning Algorithm for Sound Event
Detection
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Eunjeong Koh
et al
|
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|
|
03-27-2020
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A light neural network for modulation detection under
impairments
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Thomas Courtat
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|
|
|
|
03-24-2020
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Probabilistic forecasting approaches for extreme NO22
episodes: a comparison of models
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Sebastián Pérez Vasseur
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|
|
|
|
03-26-2020
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Obliviousness Makes Poisoning Adversaries Weaker
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Sanjam Garg
et al
|
|
|
|
03-26-2020
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Corella: A Private Multi Server Learning Approach based
on Correlated Queries
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Hamidreza Ehteram
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|
|
|
|
03-24-2020
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Finite-Time Analysis of Stochastic Gradient Descent
under Markov Randomness
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Thinh T. Doan
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|
|
|
|
03-26-2020
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Zero-shot and few-shot time series forecasting with
ordinal regression recurrent neural networks
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Bernardo Pérez Orozco
et al
|
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|
03-25-2020
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Scalable Variational Gaussian Process Regression
Networks
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Shibo Li
et al
|
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|
03-26-2020
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Learning To Solve Differential Equations Across Initial
Conditions
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Shehryar Malik
et al
|
|
|
|
03-25-2020
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Plausible Counterfactuals: Auditing Deep Learning
Classifiers with Realistic Adversarial Examples
by
Alejandro Barredo-Arrieta
et al
|
|
|
|
03-27-2020
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Learning representations in Bayesian Confidence
Propagation neural networks
by
Naresh Balaji Ravichandran
et al
|
|
|
|
03-27-2020
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ABBA: Adaptive Brownian bridge-based symbolic
aggregation of time series
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Steven Elsworth
et al
|
|
|
|
03-26-2020
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Gaussian-Dirichlet Random Fields for Inference over
High Dimensional Categorical Observations
by
John E. San Soucie
et al
|
|
|
|
03-26-2020
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A New Gene Selection Algorithm using Fuzzy-Rough Set
Theory for Tumor Classification
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Seyedeh Faezeh Farahbakhshian
et al
|
|
|
|
03-24-2020
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MetNet: A Neural Weather Model for Precipitation
Forecasting
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Casper Kaae Sønderby
et al
|
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|
|
03-24-2020
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An Inverse-free Truncated Rayleigh-Ritz Method for
Sparse Generalized Eigenvalue Problem
by
Yunfeng Cai
et al
|
|
|
|
03-24-2020
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Training a U-Net based on a random mode-coupling matrix
model to recover acoustic interference striations
by
Xiaolei Li
et al
|
|
|
|
03-27-2020
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Unsupervised Cross-Modal Audio Representation Learning
from Unstructured Multilingual Text
by
Alexander Schindler
et al
|
|
|
|
03-25-2020
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Robustness Analysis of the Data-Selective Volterra NLMS
Algorithm
by
Javad Sharafi
et al
|
|
|
|
03-26-2020
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On the adversarial robustness of DNNs based on error
correcting output codes
by
Bowen Zhang
et al
|
|
|
|
03-24-2020
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Capturing and Explaining Trajectory Singularities using
Composite Signal Neural Networks
by
Hippolyte Dubois
et al
|
|
|
|
03-24-2020
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Learn to Forget: User-Level Memorization Elimination in
Federated Learning
by
Yang Liu
et al
|
|
|
|
03-27-2020
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Boolean learning under noise-perturbations in hardware
neural networks
by
Louis Andreoli
et al
|
|
|
|
03-27-2020
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Mic2Mic: Using Cycle-Consistent Generative Adversarial
Networks to Overcome Microphone Variability in Speech
Systems
by
Akhil Mathur
et al
|
|
|
|
03-27-2020
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A Hybrid-Order Distributed SGD Method for Non-Convex
Optimization to Balance Communication Overhead,
Computational Complexity, and Convergence Rate
by
Naeimeh Omidvar
et al
|
|
|
|
03-25-2020
|
Multi-faceted Trust-based Collaborative Filtering
by
Noemi Mauro
et al
|
|
|
|
03-25-2020
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Session-based Suggestion of Topics for Geographic
Exploratory Search
by
Noemi Mauro
et al
|
|
|
|
03-24-2020
|
Data-Driven Failure Prediction in Brittle Materials: A
Phase-Field Based Machine Learning Framework
by
Eduardo A. Barros de Moraes
et al
|
|
|
|
03-24-2020
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A Data-Efficient Sampling Method for Estimating Basins
of Attraction Using Hybrid Active Learning (HAL)
by
Xue-She Wang
et al
|
|
|
|
03-27-2020
|
Using Machine Learning to Speed Up and Improve
Calorimeter R&D
by
Fedor Ratnikov
|
|
|
|
03-25-2020
|
A multivariate water quality parameter prediction model
using recurrent neural network
by
Dhruti Dheda
et al
|
|
|
|
03-24-2020
|
Recovery command generation towards automatic recovery
in ICT systems by Seq2Seq learning
by
Hiroki Ikeuchi
et al
|
|
|
|
03-27-2020
|
On the role of surrogates in the efficient estimation
of treatment effects with limited outcome data
by
Nathan Kallus
et al
|
|
|
|
03-27-2020
|
Separating Varying Numbers of Sources with Auxiliary
Autoencoding Loss
by
Yi Luo
et al
|
|
|
|
03-26-2020
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Enabling Efficient and Flexible FPGA Virtualization for
Deep Learning in the Cloud
by
Shulin Zeng
et al
|
|
|
|
03-24-2020
|
Solving the Robust Matrix Completion Problem via a
System of Nonlinear Equations
by
Yunfeng Cai
et al
|
|
|
|
03-24-2020
|
Multi-Lead ECG Classification via an Information-Based
Attention Convolutional Neural Network
by
Hao Tung
et al
|
|
|
|
03-26-2020
|
A Machine Learning alternative to placebo-controlled
clinical trials upon new diseases: A primer
by
Ezequiel Alvarez
et al
|
|
|
|
03-24-2020
|
Tree Index: A New Cluster Evaluation Technique
by
A. H. Beg
et al
|
|
|
|
03-27-2020
|
Closed-loop Parameter Identification of Linear
Dynamical Systems through the Lens of Feedback Channel
Coding Theory
by
Ali Reza Pedram
et al
|
|
|
|
03-24-2020
|
Q-Learning in Regularized Mean-field Games
by
Berkay Anahtarci
et al
|
|
|
|
03-27-2020
|
IMAC: In-memory multi-bit Multiplication
andACcumulation in 6T SRAM Array
by
Mustafa Ali
et al
|
|
|
|
03-24-2020
|
Model-based Asynchronous Hyperparameter Optimization
by
Louis C. Tiao
et al
|
|
|
|
03-27-2020
|
On a minimum enclosing ball of a collection of linear
subspaces
by
Timothy Marrinan
et al
|
|
|
|
03-24-2020
|
SOL: Effortless Device Support for AI Frameworks
without Source Code Changes
by
Nicolas Weber
et al
|
|
|
|
03-24-2020
|
Bulbar ALS Detection Based on Analysis of Voice
Perturbation and Vibrato
by
Maxim Vashkevich
et al
|
|
|
|
03-24-2020
|
Multi-Feature Discrete Collaborative Filtering for Fast
Cold-start Recommendation
by
Yang Xu
et al
|
|
|
|
03-25-2020
|
Overview of the TREC 2019 Fair Ranking Track
by
Asia J. Biega
et al
|
|
|
|
03-26-2020
|
Online and Real-time Object Tracking Algorithm with
Extremely Small Matrices
by
Jesmin Jahan Tithi
et al
|
|
|
|