11252018

Nonlocal RoI for CrossObject Perception
by
ShouYao Roy Tseng
et al

11212018

Regularizing by the Variance of the Activations
SampleVariances
by
Etai Littwin
et al

11212018

Distinguishing correlation from causation using
genomewide association studies
by
Luke J. O'Connor
et al

11242018

Streamlining Variational Inference for Constraint
Satisfaction Problems
by
Aditya Grover
et al

11212018

Graph Refinement based Tree Extraction using MeanField
Networks and Graph Neural Networks
by
Raghavendra Selvan
et al

11252018

Foreground Clustering for Joint Segmentation and
Localization in Videos and Images
by
Abhishek Sharma

11232018

Privacypreserving Transfer Learning for Knowledge
Sharing
by
Xiawei Guo
et al

11232018

The Error is the Feature: how to Forecast Lightning
using a Model Prediction Error
by
Christian Schön
et al

11212018

Improving PSO Global Method for Feature Selection
According to Iterations Global Search and Chaotic
Theory
by
Shahin Pourbahrami

11212018

Integrating Reinforcement Learning to Self Training for
Pulmonary Nodule Segmentation in Chest Xrays
by
Sejin Park
et al

11212018

Towards Robust Neural Networks with Lipschitz
Continuity
by
Muhammad Usama
et al

11212018

Universal Approximation by a Slim Network with Sparse
Shortcut Connections
by
Fenglei Fan
et al

11222018

On dynamic ensemble selection and data preprocessing
for multiclass imbalance learning
by
Rafael M. O. Cruz
et al

11232018

Temporally Coherent GANs for Video SuperResolution
(TecoGAN)
by
Mengyu Chu
et al

11212018

How to improve the interpretability of kernel learning
by
Jinwei Zhao
et al

11232018

Nonlinear Regression without i.i.d. Assumption
by
Qing Xu
et al

11222018

TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline
for Musical Timbre Transfer
by
Sicong Huang
et al

11232018

Amortized Bayesian inference for clustering models
by
Ari Pakman
et al

11212018

Efficient nonmyopic active search with applications in
drug and materials discovery
by
Shali Jiang
et al

11212018

An Offpolicy Policy Gradient Theorem Using Emphatic
Weightings
by
Ehsan Imani
et al

11262018

Universal SemiSupervised Semantic Segmentation
by
Tarun Kalluri
et al

11262018

ExpandNets: Exploiting Linear Redundancy to Train Small
Networks
by
Shuxuan Guo
et al

11262018

Generalised Differential Privacy for Text Document
Processing
by
Natasha Fernandes
et al

11232018

On the Importance of Strong Baselines in Bayesian Deep
Learning
by
Jishnu Mukhoti
et al

11232018

Explicit Interaction Model towards Text Classification
by
Cunxiao Du
et al

11262018

Sentence Encoding with Treeconstrained Relation
Networks
by
Lei Yu
et al

11212018

Marginal Weighted Maximum Loglikelihood for Efficient
Learning of PerturbandMap models
by
Tatiana Shpakova
et al

11212018

Sequential Neural Methods for Likelihoodfree Inference
by
Conor Durkan
et al

11252018

The promises and pitfalls of Stochastic Gradient
Langevin Dynamics
by
Nicolas Brosse
et al

11222018

Bandits with Temporal Stochastic Constraints
by
Priyank Agrawal
et al

11232018

MLModelScope: Evaluate and Measure ML Models within AI
Pipelines
by
Abdul Dakkak
et al

11262018

Control with Distributed Deep Reinforcement Learning:
Learn a Better Policy
by
Qihao Liu
et al

11232018

Decoupling Direction and Norm for Efficient
GradientBased L2 Adversarial Attacks and Defenses
by
Jérôme Rony
et al

11222018

Predicting Diabetes Disease Evolution Using Financial
Records and Recurrent Neural Networks
by
Rafael T. Sousa
et al

11212018

SpotTune: Transfer Learning through Adaptive
Finetuning
by
Yunhui Guo
et al

11212018

Adversarial Classifier for Imbalanced Problems
by
Ehsan Montahaei
et al

11212018

SelfAdversarially Learned Bayesian Sampling
by
Yang Zhao
et al

11222018

Data Augmentation using Random Image Cropping and
Patching for Deep CNNs
by
Ryo Takahashi
et al

11262018

A Differential Topological View of Challenges in
Learning with Feedforward Neural Networks
by
Hao Shen

11232018

Representer Point Selection for Explaining Deep Neural
Networks
by
ChihKuan Yeh
et al

11232018

Interpretable Convolutional Filters with SincNet
by
Mirco Ravanelli
et al

11262018

Rejoinder for Probabilistic Integration: A Role in
Statistical Computation?
by
FrancoisXavier Briol
et al

11222018

Revisiting Pretraining: An Efficient Training Method
for Image Classification
by
Bowen Cheng
et al

11222018

Deep Neural Network Aided Scenario Identification in
Wireless Multipath Fading Channels
by
Jun Liu
et al

11212018

Multilayered Graph Embedding with Graph Convolutional
Networks
by
Mahsa Ghorbani
et al

11232018

PhysicsInformed CoKriging: A
GaussianProcessRegressionBased Multifidelity Method
for DataModel Convergence
by
Xiu Yang
et al

11232018

Estimation of InterSentiment Correlations Employing
Deep Neural Network Models
by
Xinzhi Wang
et al

11252018

Robust SuperLevel Set Estimation using Gaussian
Processes
by
Andrea Zanette
et al

11232018

Characterizing and Avoiding Negative Transfer
by
Zirui Wang
et al

11222018

Parametric Noise Injection: Trainable Randomness to
Improve Deep Neural Network Robustness against
Adversarial Attack
by
Adnan Siraj Rakin
et al

11232018

Learning Multiple Defaults for Machine Learning
Algorithms
by
Florian Pfisterer
et al

11252018

Poisoning Behavioral Malware Clustering
by
Battista Biggio
et al

11212018

PrivacyPreserving Collaborative Prediction using
Random Forests
by
Irene Giacomelli
et al

11232018

On Filter Size in Graph Convolutional Networks
by
Dinh Van Tran
et al

11262018

Deep Ensemble Tensor Factorization for Longitudinal
Patient Trajectories Classification
by
Edward De Brouwer
et al

11232018

Do GAN Loss Functions Really Matter?
by
Yipeng Qin
et al

11232018

Contributions to Biclustering of Microarray Data Using
Formal Concept Analysis
by
Amina Houari

11232018

KernelBased Training of Generative Networks
by
Kalliopi Basioti
et al

11212018

Robust Active Learning for Electrocardiographic Signal
Classification
by
Xu Chen
et al

11212018

Learning from Multiview Correlations in OpenDomain
Videos
by
Nils Holzenberger
et al

11252018

Online Newton Step Algorithm with Estimated Gradient
by
Binbin Liu
et al

11252018

Glottal Closure Instants Detection From Pathological
Acoustic Speech Signal Using Deep Learning
by
Gurunath Reddy M
et al

11212018

Surrogateassisted parallel tempering for Bayesian
neural learning
by
Rohitash Chandra
et al

11242018

Deep Learning Inference in Facebook Data Centers:
Characterization, Performance Optimizations and
Hardware Implications
by
Jongsoo Park
et al

11222018

Feature Selection for Survival Analysis with Competing
Risks using Deep Learning
by
Carl Rietschel
et al

11212018

Estimation of Individual Treatment Effect in Latent
Confounder Models via Adversarial Learning
by
Changhee Lee
et al

11222018

Learning Goal Embeddings via SelfPlay for Hierarchical
Reinforcement Learning
by
Sainbayar Sukhbaatar
et al

11222018

Creating a contemporary corpus of similes in Serbian by
using natural language processing
by
Nikola Milosevic
et al

11232018

Regret bounds for meta Bayesian optimization with an
unknown Gaussian process prior
by
Zi Wang
et al

11232018

Learning Attractor Dynamics for Generative Memory
by
Yan Wu
et al

11242018

ThreeDimensionally Embedded Graph Convolutional
Network (3DGCN) for Molecule Interpretation
by
Hyeoncheol Cho
et al

11252018

A Policy Gradient Method with Variance Reduction for
Uplift Modeling
by
Chenchen Li
et al

11252018

Collaging on Internal Representations: An Intuitive
Approach for Semantic Transfiguration
by
Ryohei Suzuki
et al

11252018

Please Stop Explaining Black Box Models for High Stakes
Decisions
by
Cynthia Rudin

11232018

Joint Neural Architecture Search and Quantization
by
Yukang Chen
et al

11222018

Distributed Gradient Descent with Coded Partial
Gradient Computations
by
Emre Ozfatura
et al

11252018

Inexact SARAH Algorithm for Stochastic Optimization
by
Lam M. Nguyen
et al

11212018

Spread Divergences
by
David Barber
et al

11212018

Multivariate Forecasting of Crude Oil Spot Prices using
Neural Networks
by
Ganapathy S. Natarajan
et al

11242018

DEFactor: Differentiable Edge Factorizationbased
Probabilistic Graph Generation
by
Rim Assouel
et al

11232018

Mean Local Group Average Precision (mLGAP): A New
Performance Metric for Hashingbased Retrieval
by
Pak Lun Kevin Ding
et al
