08-04-2020
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The world as a neural network
by
Vitaly Vanchurin
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08-05-2020
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NeRF in the Wild: Neural Radiance Fields for
Unconstrained Photo Collections
by
Ricardo Martin-Brualla
et al
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08-04-2020
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An artificial intelligence system for predicting the
deterioration of COVID-19 patients in the emergency
department
by
Farah E. Shamout
et al
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08-04-2020
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Robust Reinforcement Learning using Adversarial
Populations
by
Eugene Vinitsky
et al
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08-06-2020
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Explore then Execute: Adapting without Rewards via
Factorized Meta-Reinforcement Learning
by
Evan Zheran Liu
et al
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08-04-2020
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Word meaning in minds and machines
by
Brenden M. Lake
et al
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08-06-2020
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Mixed-Initiative Level Design with RL Brush
by
Omar Delarosa
et al
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08-05-2020
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Learning to Denoise Historical Music
by
Yunpeng Li
et al
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08-06-2020
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CaSPR: Learning Canonical Spatiotemporal Point Cloud
Representations
by
Davis Rempe
et al
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08-06-2020
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FastLR: Non-Autoregressive Lipreading Model with
Integrate-and-Fire
by
Jinglin Liu
et al
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08-05-2020
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MusPy: A Toolkit for Symbolic Music Generation
by
Hao-Wen Dong
et al
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08-06-2020
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Structured Convolutions for Efficient Neural Network
Design
by
Yash Bhalgat
et al
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08-05-2020
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An Interpretable Deep Learning System for Automatically
Scoring Request for Proposals
by
Subhadip Maji
et al
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08-04-2020
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Deep Learning Based Early Diagnostics of Parkinsons
Disease
by
Elcin Huseyn
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08-05-2020
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Optimal Variance Control of the Score Function Gradient
Estimator for Importance Weighted Bounds
by
Valentin Liévin
et al
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08-05-2020
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Aligning AI With Shared Human Values
by
Dan Hendrycks
et al
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08-05-2020
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Axiom-based Grad-CAM: Towards Accurate Visualization
and Explanation of CNNs
by
Ruigang Fu
et al
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08-04-2020
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A Case For Adaptive Deep Neural Networks in Edge
Computing
by
Francis McNamee
et al
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08-06-2020
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Discovering and Categorising Language Biases in Reddit
by
Xavier Ferrer
et al
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08-05-2020
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Learning Long-term Visual Dynamics with Region Proposal
Interaction Networks
by
Haozhi Qi
et al
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08-05-2020
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Global Voxel Transformer Networks for Augmented
Microscopy
by
Zhengyang Wang
et al
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08-04-2020
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TOAD-GAN: Coherent Style Level Generation from a Single
Example
by
Maren Awiszus
et al
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08-05-2020
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A Robot that Counts Like a Child -- a Developmental
Model of Counting and Pointing
by
Leszek Pecyna
et al
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08-05-2020
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Compact Graph Architecture for Speech Emotion
Recognition
by
A. Shirian
et al
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08-05-2020
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Machine learning for faster and smarter fluorescence
lifetime imaging microscopy
by
Varun Mannam
et al
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08-06-2020
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MED-TEX: Transferring and Explaining Knowledge with
Less Data from Pretrained Medical Imaging Models
by
Thanh Nguyen-Duc
et al
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08-05-2020
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Hybrid Transformer/CTC Networks for Hardware Efficient
Voice Triggering
by
Saurabh Adya
et al
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08-05-2020
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DANA: Dimension-Adaptive Neural Architecture for
Multivariate Sensor Data
by
Mohammad Malekzadeh
et al
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08-04-2020
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LoCo: Local Contrastive Representation Learning
by
Yuwen Xiong
et al
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08-04-2020
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Counterfactual Explanation Based on Gradual
Construction for Deep Networks
by
Sin-Han Kang
et al
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08-05-2020
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COALESCE: Component Assembly by Learning to Synthesize
Connections
by
Kangxue Yin
et al
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08-04-2020
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MSDPN: Monocular Depth Prediction with Partial Laser
Observation using Multi-stage Neural Networks
by
Hyungtae Lim
et al
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08-05-2020
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Robust Deep Reinforcement Learning through Adversarial
Loss
by
Tuomas Oikarinen
et al
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08-05-2020
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Machine Learning for Health: Personalized Models for
Forecasting of Alzheimer Disease Progression
by
Aritra Banerjee
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08-06-2020
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Pairwise Relation Learning for Semi-supervised Gland
Segmentation
by
Yutong Xie
et al
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08-04-2020
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Interpretable Anomaly Detection with Mondrian P{\o}lya
Forests on Data Streams
by
Charlie Dickens
et al
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08-05-2020
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Point Proposal Network: Accelerating Point Source
Detection Through Deep Learning
by
Duncan Tilley
et al
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08-06-2020
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Zero-Shot Multi-View Indoor Localization via Graph
Location Networks
by
Meng-Jiun Chiou
et al
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08-04-2020
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Cross-Global Attention Graph Kernel Network Prediction
of Drug Prescription
by
Hao-Ren Yao
et al
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08-05-2020
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Unsupervised seismic facies classification using deep
convolutional autoencoder
by
Vladimir Puzyrev
et al
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08-05-2020
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Learning Boost by Exploiting the Auxiliary Task in
Multi-task Domain
by
Jonghwa Yim
et al
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08-05-2020
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Performance Improvement of Path Planning algorithms
with Deep Learning Encoder Model
by
Janderson Ferreira
et al
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08-06-2020
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Offline Meta Reinforcement Learning
by
Ron Dorfman
et al
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08-05-2020
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Trove: Ontology-driven weak supervision for medical
entity classification
by
Jason A. Fries
et al
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08-05-2020
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MultiCheXNet: A Multi-Task Learning Deep Network For
Pneumonia-like Diseases Diagnosis From X-ray Scans
by
Abdullah Tarek Farag
et al
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08-06-2020
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Large-time asymptotics in deep learning
by
Carlos Esteve
et al
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08-04-2020
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A non-discriminatory approach to ethical deep learning
by
Enzo Tartaglione
et al
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08-05-2020
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Differentially Private Accelerated Optimization
Algorithms
by
Nurdan Kuru
et al
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08-05-2020
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Bayesian Optimization with Machine Learning Algorithms
Towards Anomaly Detection
by
MohammadNoor Injadat
et al
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08-04-2020
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Context Encoding for Video Retrieval with Contrastive
Learning
by
Jie Shao
et al
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08-05-2020
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QUBO Formulations for Training Machine Learning Models
by
Prasanna Date
et al
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08-06-2020
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Shouted Speech Compensation for Speaker Verification
Robust to Vocal Effort Conditions
by
Santi Prieto
et al
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08-06-2020
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Functional Regularization for Representation Learning:
A Unified Theoretical Perspective
by
Siddhant Garg
et al
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08-06-2020
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Mixing-Specific Data Augmentation Techniques for
Improved Blind Violin/Piano Source Separation
by
Ching-Yu Chiu
et al
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08-06-2020
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Improving the Accuracy of Global Forecasting Models
using Time Series Data Augmentation
by
Kasun Bandara
et al
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08-06-2020
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Unsupervised Cross-Domain Singing Voice Conversion
by
Adam Polyak
et al
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08-04-2020
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Simultaneous Semantic Alignment Network for
Heterogeneous Domain Adaptation
by
Shuang Li
et al
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08-06-2020
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Neural Complexity Measures
by
Yoonho Lee
et al
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08-06-2020
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Improve Generalization and Robustness of Neural
Networks via Weight Scale Shifting Invariant
Regularizations
by
Ziquan Liu
et al
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08-04-2020
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Neuromorphic Computing for Content-based Image
Retrieval
by
Te-Yuan Liu
et al
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08-05-2020
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Protein Conformational States: A First Principles
Bayesian Method
by
David M. Rogers
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08-05-2020
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Adiabatic Quantum Linear Regression
by
Prasanna Date
et al
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08-05-2020
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A feature-supervised generative adversarial network for
environmental monitoring during hazy days
by
Ke Wang
et al
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08-04-2020
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Multimodality Biomedical Image Registration using Free
Point Transformer Networks
by
Zachary M. C. Baum
et al
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08-04-2020
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Multiple Code Hashing for Efficient Image Retrieval
by
Ming-Wei Li
et al
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08-05-2020
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Machine Learning in Nano-Scale Biomedical Engineering
by
Alexandros-Apostolos A. Boulogeorgos
et al
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08-04-2020
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Structural Plan of Indoor Scenes with Personalized
Preferences
by
Xinhan Di
et al
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08-06-2020
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Improving on-device speaker verification using
federated learning with privacy
by
Filip Granqvist
et al
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08-04-2020
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Weight-Sharing Neural Architecture Search: A Battle to
Shrink the Optimization Gap
by
Lingxi Xie
et al
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08-06-2020
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Training DNN Model with Secret Key for Model Protection
by
MaungMaung AprilPyone
et al
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08-04-2020
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Two-Stage Deep Learning for Accelerated 3D
Time-of-Flight MRA without Matched Training Data
by
Hyungjin Chung
et al
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08-04-2020
|
PDE-Driven Spatiotemporal Disentanglement
by
Jérémie Donà
et al
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08-04-2020
|
Generalization Guarantees for Multi-Modal Imitation
Learning
by
Allen Z. Ren
et al
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08-06-2020
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Learned convex regularizers for inverse problems
by
Subhadip Mukherjee
et al
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08-04-2020
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Memory Efficient Class-Incremental Learning for Image
Classification
by
Hanbin Zhao
et al
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08-06-2020
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Learning Sampling in Financial Statement Audits using
Vector Quantised Autoencoder Neural Networks
by
Marco Schreyer
et al
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08-05-2020
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Follow the Object: Curriculum Learning for Manipulation
Tasks with Imagined Goals
by
Ozsel Kilinc
et al
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08-04-2020
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Stabilizing Deep Tomographic Reconstruction Networks
by
Weiwen Wu
et al
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08-05-2020
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Contrastive Variational Model-Based Reinforcement
Learning for Complex Observations
by
Xiao Ma
et al
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08-04-2020
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Applying Incremental Deep Neural Networks-based Posture
Recognition Model for Injury Risk Assessment in
Construction
by
Junqi Zhao
et al
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08-07-2020
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Investigating maximum likelihood based training of
infinite mixtures for uncertainty quantification
by
Sina Däubener
et al
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08-04-2020
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Graph Neural Networks: Architectures, Stability and
Transferability
by
Luana Ruiz
et al
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08-05-2020
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Active Perception using Light Curtains for Autonomous
Driving
by
Siddharth Ancha
et al
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08-04-2020
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Class-Incremental Domain Adaptation
by
Jogendra Nath Kundu
et al
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08-04-2020
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Shallow Univariate ReLu Networks as Splines:
Initialization, Loss Surface, Hessian, & Gradient
Flow Dynamics
by
Justin Sahs
et al
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08-04-2020
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Graph Neural Networks with Low-rank Learnable Local
Filters
by
Xiuyuan Cheng
et al
|
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08-04-2020
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Controlling Information Capacity of Binary Neural
Network
by
Dmitry Ignatov
et al
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08-06-2020
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From Connectomic to Task-evoked Fingerprints:
Individualized Prediction of Task Contrasts from
Resting-state Functional Connectivity
by
Gia H. Ngo
et al
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08-04-2020
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More Than Privacy: Applying Differential Privacy in Key
Areas of Artificial Intelligence
by
Tianqing Zhu
et al
|
|
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08-06-2020
|
Bootstrapping Neural Processes
by
Juho Lee
et al
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08-06-2020
|
Forecasting Photovoltaic Power Production using a Deep
Learning Sequence to Sequence Model with Attention
by
Elizaveta Kharlova
et al
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08-04-2020
|
Online Continual Learning under Extreme Memory
Constraints
by
Enrico Fini
et al
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08-06-2020
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Exchangeable Neural ODE for Set Modeling
by
Yang Li
et al
|
|
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08-06-2020
|
Webly Supervised Semantic Embeddings for Large Scale
Zero-Shot Learning
by
Yannick Le Cacheux
et al
|
|
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08-06-2020
|
Diagnosis of Autism in Children using Facial Analysis
and Deep Learning
by
Madison Beary
et al
|
|
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08-05-2020
|
Continuous-in-Depth Neural Networks
by
Alejandro F. Queiruga
et al
|
|
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08-05-2020
|
Bayesian learning of orthogonal embeddings for
multi-fidelity Gaussian Processes
by
Panagiotis Tsilifis
et al
|
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08-06-2020
|
aschern at SemEval-2020 Task 11: It Takes Three to
Tango: RoBERTa, CRF, and Transfer Learning
by
Anton Chernyavskiy
et al
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08-06-2020
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Fatigue Assessment using ECG and Actigraphy Sensors
by
Yang Bai
et al
|
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08-06-2020
|
Notes on the Behavior of MC Dropout
by
Francesco Verdoja
et al
|
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08-04-2020
|
Exact, Parallelizable Dynamic Time Warping Alignment
with Linear Memory
by
Christopher Tralie
et al
|
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08-05-2020
|
Duality Diagram Similarity: a generic framework for
initialization selection in task transfer learning
by
Kshitij Dwivedi
et al
|
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08-07-2020
|
The Ensemble Method for Thorax Diseases Classification
by
Bayu A. Nugroho
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08-06-2020
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A Novel Video Salient Object Detection Method via
Semi-supervised Motion Quality Perception
by
Chenglizhao Chen
et al
|
|
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08-05-2020
|
6VecLM: Language Modeling in Vector Space for IPv6
Target Generation
by
Tianyu Cui
et al
|
|
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08-05-2020
|
Extracting and Leveraging Nodule Features with Lung
Inpainting for Local Feature Augmentation
by
Sebastian Guendel
et al
|
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08-06-2020
|
Federated Transfer Learning with Dynamic Gradient
Aggregation
by
Dimitrios Dimitriadis
et al
|
|
|
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08-07-2020
|
Single-stage intake gesture detection using CTC loss
and extended prefix beam search
by
Philipp V. Rouast
et al
|
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08-05-2020
|
Improving End-to-End Speech-to-Intent Classification
with Reptile
by
Yusheng Tian
et al
|
|
|
|
08-06-2020
|
A Deeper Look at Salient Object Detection: Bi-stream
Network with a Small Training Dataset
by
Zhenyu Wu
et al
|
|
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|
08-06-2020
|
Deep Active Learning with Crowdsourcing Data for
Privacy Policy Classification
by
Wenjun Qiu
et al
|
|
|
|
08-04-2020
|
Well-Conditioned Methods for Ill-Conditioned Systems:
Linear Regression with Semi-Random Noise
by
Jerry Li
et al
|
|
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08-06-2020
|
Assisted Perception: Optimizing Observations to
Communicate State
by
Siddharth Reddy
et al
|
|
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|
08-06-2020
|
Zero-Shot Heterogeneous Transfer Learning from
Recommender Systems to Cold-Start Search Retrieval
by
Tao Wu
et al
|
|
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08-05-2020
|
Content based singing voice source separation via
strong conditioning using aligned phonemes
by
Gabriel Meseguer-Brocal
et al
|
|
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|
08-04-2020
|
Reliable Part-of-Speech Tagging of Historical Corpora
through Set-Valued Prediction
by
Stefan Heid
et al
|
|
|
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08-06-2020
|
Improving Explainability of Image Classification in
Scenarios with Class Overlap: Application to COVID-19
and Pneumonia
by
Edward Verenich
et al
|
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