09-23-2020
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Tasks, stability, architecture, and compute: Training
more effective learned optimizers, and using them to
train themselves
by
Luke Metz
et al
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09-22-2020
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Ethical Machine Learning in Health Care
by
Irene Y. Chen
et al
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09-23-2020
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Implicit Gradient Regularization
by
David G. T. Barrett
et al
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09-24-2020
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Cloud Cover Nowcasting with Deep Learning
by
Léa Berthomier
et al
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09-22-2020
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Public Health Informatics: Proposing Causal Sequence of
Death Using Neural Machine Translation
by
Yuanda Zhu
et al
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09-23-2020
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X-LXMERT: Paint, Caption and Answer Questions with
Multi-Modal Transformers
by
Jaemin Cho
et al
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09-24-2020
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A Unifying Review of Deep and Shallow Anomaly Detection
by
Lukas Ruff
et al
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09-22-2020
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A Multi-Agent Deep Reinforcement Learning Approach for
a Distributed Energy Marketplace in Smart Grids
by
Arman Ghasemi
et al
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09-22-2020
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Message Passing for Hyper-Relational Knowledge Graphs
by
Mikhail Galkin
et al
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09-23-2020
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Structure Aware Negative Sampling in Knowledge Graphs
by
Kian Ahrabian
et al
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09-22-2020
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On Data Augmentation for Extreme Multi-label
Classification
by
Danqing Zhang
et al
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09-23-2020
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A Unified Analysis of First-Order Methods for Smooth
Games via Integral Quadratic Constraints
by
Guodong Zhang
et al
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09-24-2020
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How Neural Networks Extrapolate: From Feedforward to
Graph Neural Networks
by
Keyulu Xu
et al
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09-24-2020
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Multi-Frame to Single-Frame: Knowledge Distillation for
3D Object Detection
by
Yue Wang
et al
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09-22-2020
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Sanity-Checking Pruning Methods: Random Tickets can Win
the Jackpot
by
Jingtong Su
et al
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09-24-2020
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Learning Graph Normalization for Graph Neural Networks
by
Yihao Chen
et al
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09-24-2020
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A Gradient Flow Framework For Analyzing Network Pruning
by
Ekdeep Singh Lubana
et al
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09-23-2020
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Eye Movement Feature Classification for Soccer
Expertise Identification in Virtual Reality
by
Benedikt Hosp
et al
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09-24-2020
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Understanding Fairness of Gender Classification
Algorithms Across Gender-Race Groups
by
Anoop Krishnan
et al
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09-24-2020
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Interpreting and Boosting Dropout from a Game-Theoretic
View
by
Hao Zhang
et al
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09-22-2020
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An Intuitive Tutorial to Gaussian Processes Regression
by
Jie Wang
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09-24-2020
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G-SimCLR : Self-Supervised Contrastive Learning with
Guided Projection via Pseudo Labelling
by
Souradip Chakraborty
et al
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09-22-2020
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Using Machine Learning to Develop a Novel COVID-19
Vulnerability Index (C19VI)
by
Anuj Tiwari
et al
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09-23-2020
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Detection of Iterative Adversarial Attacks via Counter
Attack
by
Matthias Rottmann
et al
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09-24-2020
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Attribute Propagation Network for Graph Zero-shot
Learning
by
Lu Liu
et al
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09-24-2020
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Theoretical Analysis of the Advantage of Deepening
Neural Networks
by
Yasushi Esaki
et al
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09-23-2020
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Effects of Word-frequency based Pre- and Post-
Processings for Audio Captioning
by
Daiki Takeuchi
et al
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09-22-2020
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Pruning Convolutional Filters using Batch Bridgeout
by
Najeeb Khan
et al
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09-23-2020
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Generative Modelling of 3D in-silico Spongiosa with
Controllable Micro-Structural Parameters
by
Emmanuel Iarussi
et al
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09-23-2020
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Unifying data for fine-grained visual species
classification
by
Sayali Kulkarni
et al
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09-23-2020
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Dense Forecasting of Wildfire Smoke Particulate Matter
Using Sparsity Invariant Convolutional Neural Networks
by
Renhao Wang
et al
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09-23-2020
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Topology-Aware Generative Adversarial Network for Joint
Prediction of Multiple Brain Graphs from a Single Brain
Graph
by
Alaa Bessadok
et al
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09-24-2020
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Adapting BERT for Word Sense Disambiguation with Gloss
Selection Objective and Example Sentences
by
Boon Peng Yap
et al
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09-23-2020
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Dataset Optimization Strategies for MalwareTraffic
Detection
by
Ivan Letteri
et al
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09-23-2020
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Semantics-Preserving Adversarial Training
by
Wonseok Lee
et al
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09-23-2020
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Machine-learning physics from unphysics: Finding
deconfinement temperature in lattice Yang-Mills
theories from outside the scaling window
by
D. L. Boyda
et al
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09-22-2020
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Role of Orthogonality Constraints in Improving
Properties of Deep Networks for Image Classification
by
Hongjun Choi
et al
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09-25-2020
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Fairness in Semi-supervised Learning: Unlabeled Data
Help to Reduce Discrimination
by
Tao Zhang
et al
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09-23-2020
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Probabilistic Machine Learning for Healthcare
by
Irene Y. Chen
et al
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09-23-2020
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Robust and efficient post-processing for video object
detection
by
Alberto Sabater
et al
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09-24-2020
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How Many Factors Influence Minima in SGD?
by
Victor Luo
et al
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09-22-2020
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Qlib: An AI-oriented Quantitative Investment Platform
by
Xiao Yang
et al
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09-24-2020
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Secure Data Sharing With Flow Model
by
Chenwei Wu
et al
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09-22-2020
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TSV Extrusion Morphology Classification Using Deep
Convolutional Neural Networks
by
Brendan Reidy
et al
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09-23-2020
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Towards a Flexible Embedding Learning Framework
by
Chin-Chia Michael Yeh
et al
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09-23-2020
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Worst-Case-Aware Curriculum Learning for Zero and Few
Shot Transfer
by
Sheng Zhang
et al
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09-23-2020
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Drug Repurposing for COVID-19 using Graph Neural
Network with Genetic, Mechanistic, and Epidemiological
Validation
by
Kanglin Hsieh
et al
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09-23-2020
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Streaming Graph Neural Networks via Continual Learning
by
Junshan Wang
et al
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09-23-2020
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Unsupervised Feature Learning for Event Data: Direct vs
Inverse Problem Formulation
by
Dimche Kostadinov
et al
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09-24-2020
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Discovery of Governing Equations with Recursive Deep
Neural Networks
by
Jia Zhao
et al
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09-24-2020
|
Clustering Based on Graph of Density Topology
by
Zhangyang Gao
et al
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09-22-2020
|
Forecasting elections results via the voter model with
stubborn nodes
by
Antoine Vendeville
et al
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09-23-2020
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Attention Driven Fusion for Multi-Modal Emotion
Recognition
by
Darshana Priyasad
et al
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09-23-2020
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Representation Learning from Limited Educational Data
with Crowdsourced Labels
by
Wentao Wang
et al
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09-22-2020
|
Hamming OCR: A Locality Sensitive Hashing Neural
Network for Scene Text Recognition
by
Bingcong Li
et al
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09-22-2020
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Improving Medical Annotation Quality to Decrease
Labeling Burden Using Stratified Noisy Cross-Validation
by
Joy Hsu
et al
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09-23-2020
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Text Classification with Novelty Detection
by
Qi Qin
et al
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09-23-2020
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Deep multi-stations weather forecasting: explainable
recurrent convolutional neural networks
by
Ismail Alaoui Abdellaoui
et al
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09-23-2020
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Fuzzy Simplicial Networks: A Topology-Inspired Model to
Improve Task Generalization in Few-shot Learning
by
Henry Kvinge
et al
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09-23-2020
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Robust Finite-State Controllers for Uncertain POMDPs
by
Murat Cubuktepe
et al
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09-22-2020
|
Revisiting Design Choices in Proximal Policy
Optimization
by
Chloe Ching-Yun Hsu
et al
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09-24-2020
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A Computer Vision Approach to Combat Lyme Disease
by
Sina Akbarian
et al
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09-23-2020
|
Cosine Similarity of Multimodal Content Vectors for TV
Programmes
by
Saba Nazir. Taner Cagali
et al
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09-25-2020
|
A Unified Plug-and-Play Framework for Effective Data
Denoising and Robust Abstention
by
Krishanu Sarker
et al
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09-24-2020
|
Privacy-preserving Transfer Learning via Secure Maximum
Mean Discrepancy
by
Bin Zhang
et al
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09-24-2020
|
Influence of segmentation accuracy in structural MR
head scans on electric field computation for TMS and
tES
by
Essam A. Rashed
et al
|
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09-25-2020
|
Attention Meets Perturbations: Robust and Interpretable
Attention with Adversarial Training
by
Shunsuke Kitada
et al
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09-24-2020
|
Machine learning for UAV-Based networks
by
Mohamed-Amine Lahmeri
et al
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09-24-2020
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Learning Equality Constraints for Motion Planning on
Manifolds
by
Giovanni Sutanto
et al
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09-22-2020
|
Towards a Mathematical Understanding of Neural
Network-Based Machine Learning: what we know and what
we dont
by
Weinan E
et al
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09-22-2020
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Tailoring: encoding inductive biases by optimizing
unsupervised objectives at prediction time
by
Ferran Alet
et al
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09-22-2020
|
Curriculum Learning with Diversity for Supervised
Computer Vision Tasks
by
Petru Soviany
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09-22-2020
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Stacked Generalization for Human Activity Recognition
by
Ambareesh Ravi
|
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09-22-2020
|
What Do You See? Evaluation of Explainable Artificial
Intelligence (XAI) Interpretability through Neural
Backdoors
by
Yi-Shan Lin
et al
|
|
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09-22-2020
|
Mixed-Projection Conic Optimization: A New Paradigm for
Modeling Rank Constraints
by
Dimitris Bertsimas
et al
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09-24-2020
|
Transfer Learning by Cascaded Network to identify and
classify lung nodules for cancer detection
by
Shah B. Shrey
et al
|
|
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09-23-2020
|
Revisiting Graph Convolutional Network on
Semi-Supervised Node Classification from an
Optimization Perspective
by
Hongwei Zhang
et al
|
|
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09-25-2020
|
Predicting galaxy spectra from images with hybrid
convolutional neural networks
by
John F. Wu
et al
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09-23-2020
|
Neurocoder: Learning General-Purpose Computation Using
Stored Neural Programs
by
Hung Le
et al
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09-23-2020
|
Augmented Convolutional LSTMs for Generation of
High-Resolution Climate Change Projections
by
Nidhin Harilal
et al
|
|
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09-23-2020
|
On the Ability of Self-Attention Networks to Recognize
Counter Languages
by
Satwik Bhattamishra
et al
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09-23-2020
|
A Comparative Study on Structural and Semantic
Properties of Sentence Embeddings
by
Alexander Kalinowski
et al
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09-23-2020
|
Enhancing Mixup-based Semi-Supervised Learning with
Explicit Lipschitz Regularization
by
Prashnna Kumar Gyawali
et al
|
|
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09-23-2020
|
Unfairness Discovery and Prevention For Few-Shot
Regression
by
Chen Zhao
et al
|
|
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09-24-2020
|
Improving Query Efficiency of Black-box Adversarial
Attack
by
Yang Bai
et al
|
|
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09-24-2020
|
ThreatZoom: CVE2CWE using Hierarchical Neural Network
by
Ehsan Aghaei
et al
|
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09-22-2020
|
Anomalous diffusion dynamics of learning in deep neural
networks
by
Guozhang Chen
et al
|
|
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09-23-2020
|
A Sample-Efficient Algorithm for Episodic
Finite-Horizon MDP with Constraints
by
Krishna C. Kalagarla
et al
|
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09-23-2020
|
Higher-Order Spectral Clustering for Geometric Graphs
by
Konstantin Avrachenkov
et al
|
|
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09-22-2020
|
Is Q-Learning Provably Efficient? An Extended Analysis
by
Kushagra Rastogi
et al
|
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09-22-2020
|
Data-Driven Distributed State Estimation and Behavior
Modeling in Sensor Networks
by
Rui Yu
et al
|
|
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09-25-2020
|
Deep Adversarial Transition Learning using
Cross-Grafted Generative Stacks
by
Jinyong Hou
et al
|
|
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09-22-2020
|
An l1l1-oracle inequality for the Lasso in
mixture-of-experts regression models
by
TrungTin Nguyen
et al
|
|
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09-24-2020
|
GANs with Variational Entropy Regularizers:
Applications in Mitigating the Mode-Collapse Issue
by
Pirazh Khorramshahi
et al
|
|
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09-22-2020
|
Self-Supervised Learning of Non-Rigid Residual Flow and
Ego-Motion
by
Ivan Tishchenko
et al
|
|
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09-23-2020
|
EPEM: Efficient Parameter Estimation for Multiple Class
Monotone Missing Data
by
Thu Nguyen
et al
|
|
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09-25-2020
|
robosuite: A Modular Simulation Framework and Benchmark
for Robot Learning
by
Yuke Zhu
et al
|
|
|
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09-23-2020
|
EXP4-DFDC: A Non-Stochastic Multi-Armed Bandit for
Cache Replacement
by
Farzana Beente Yusuf
et al
|
|
|
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09-23-2020
|
Residual Embedding Similarity-Based Network Selection
for Predicting Brain Network Evolution Trajectory from
a Single Observation
by
Ahmet Serkan Goktas
et al
|
|
|
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09-24-2020
|
Motion Planning by Reinforcement Learning for an
Unmanned Aerial Vehicle in Virtual Open Space with
Static Obstacles
by
Sanghyun Kim
et al
|
|
|
|
09-25-2020
|
Deep Autoencoding GMM-based Unsupervised Anomaly
Detection in Acoustic Signals and its Hyper-parameter
Optimization
by
Harsh Purohit
et al
|
|
|
|
09-23-2020
|
Rank-Based Multi-task Learning for Fair Regression
by
Chen Zhao
et al
|
|
|
|
09-23-2020
|
FastSecAgg: Scalable Secure Aggregation for
Privacy-Preserving Federated Learning
by
Swanand Kadhe
et al
|
|
|
|
09-23-2020
|
Adversarial robustness via stochastic regularization of
neural activation sensitivity
by
Gil Fidel
et al
|
|
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09-23-2020
|
FluentNet: End-to-End Detection of Speech Disfluency
with Deep Learning
by
Tedd Kourkounakis
et al
|
|
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09-23-2020
|
Parameters for the best convergence of an optimization
algorithm On-The-Fly
by
Valdimir Pieter
|
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09-24-2020
|
Identifying noisy labels with a transductive
semi-supervised leave-one-out filter
by
Bruno Klaus de Aquino Afonso
et al
|
|
|
|
09-25-2020
|
Tarsier: Evolving Noise Injection in Super-Resolution
GANs
by
Baptiste Roziere
et al
|
|
|
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09-25-2020
|
Locally orderless tensor networks for classifying two-
and three-dimensional medical images
by
Raghavendra Selvan
et al
|
|
|
|
09-23-2020
|
Accurate and Interpretable Machine Learning for
Transparent Pricing of Health Insurance Plans
by
Rohun Kshirsagar
et al
|
|
|
|
09-23-2020
|
Using Under-trained Deep Ensembles to Learn Under
Extreme Label Noise
by
Konstantinos Nikolaidis
et al
|
|
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|
09-25-2020
|
Towards Debiasing NLU Models from Unknown Biases
by
Prasetya Ajie Utama
et al
|
|
|
|
09-22-2020
|
Using Unsupervised Learning to Help Discover the Causal
Graph
by
Seamus Brady
|
|
|
|
09-22-2020
|
My Health Sensor, my Classifier: Adapting a Trained
Classifier to Unlabeled End-User Data
by
Konstantinos Nikolaidis
et al
|
|
|
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09-22-2020
|
Using Neural Architecture Search for Improving Software
Flaw Detection in Multimodal Deep Learning Models
by
Alexis Cooper
et al
|
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