08-12-2020
|
Sampling using SU(N)SU(N) gauge equivariant flows
by
Denis Boyda
et al
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08-12-2020
|
Compression of Deep Learning Models for Text: A Survey
by
Manish Gupta
et al
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08-11-2020
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BREEDS: Benchmarks for Subpopulation Shift
by
Shibani Santurkar
et al
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08-12-2020
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Overcoming Model Bias for Robust Offline Deep
Reinforcement Learning
by
Phillip Swazinna
et al
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08-13-2020
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MICE: Mining Idioms with Contextual Embeddings
by
Tadej Škvorc
et al
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08-11-2020
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Visual Imitation Made Easy
by
Sarah Young
et al
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08-13-2020
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Perceive, Predict, and Plan: Safe Motion Planning
Through Interpretable Semantic Representations
by
Abbas Sadat
et al
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08-12-2020
|
Procedural Urban Forestry
by
Till Niese
et al
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08-13-2020
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A community-powered search of machine learning strategy
space to find NMR property prediction models
by
Lars A. Bratholm
et al
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08-14-2020
|
OR-Gym: A Reinforcement Learning Library for Operations
Research Problem
by
Christian D. Hubbs
et al
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08-13-2020
|
Neural collaborative filtering for unsupervised mitral
valve segmentation in echocardiography
by
Luca Corinzia
et al
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08-13-2020
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AdaIN-Switchable CycleGAN for Efficient Unsupervised
Low-Dose CT Denoising
by
Jawook Gu
et al
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08-12-2020
|
Model-Based Offline Planning
by
Arthur Argenson
et al
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08-13-2020
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Towards Visually Explaining Similarity Models
by
Meng Zheng
et al
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08-13-2020
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Multi-Mask Self-Supervised Learning for Physics-Guided
Neural Networks in Highly Accelerated MRI
by
Burhaneddin Yaman
et al
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08-12-2020
|
Model Robustness with Text Classification:
Semantic-preserving adversarial attacks
by
Rahul Singh
et al
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08-13-2020
|
Look, Listen, and Attend: Co-Attention Network for
Self-Supervised Audio-Visual Representation Learning
by
Ying Cheng
et al
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08-13-2020
|
Unsupervised Image Restoration Using Partially Linear
Denoisers
by
Rihuan Ke
et al
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08-11-2020
|
SIDOD: A Synthetic Image Dataset for 3D Object Pose
Recognition with Distractors
by
Mona Jalal
et al
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08-13-2020
|
On the Importance of Local Information in Transformer
Based Models
by
Madhura Pande
et al
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08-14-2020
|
Self-Sampling for Neural Point Cloud Consolidation
by
Gal Metzer
et al
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08-13-2020
|
Predicting Visual Overlap of Images Through
Interpretable Non-Metric Box Embeddings
by
Anita Rau
et al
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08-11-2020
|
Image segmentation via Cellular Automata
by
Mark Sandler
et al
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08-12-2020
|
Object Detection for Graphical User Interface: Old
Fashioned or Deep Learning or a Combination?
by
Jieshan Chen
et al
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08-12-2020
|
Towards Modality Transferable Visual Information
Representation with Optimal Model Compression
by
Rongqun Lin
et al
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|
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08-14-2020
|
Defending Adversarial Attacks without Adversarial
Attacks in Deep Reinforcement Learning
by
Xinghua Qu
et al
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08-12-2020
|
Imitating Unknown Policies via Exploration
by
Nathan Gavenski
et al
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08-13-2020
|
Creativity in the era of artificial intelligence
by
Philippe Esling
et al
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08-11-2020
|
An Empirical Analysis of Backward Compatibility in
Machine Learning Systems
by
Megha Srivastava
et al
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08-11-2020
|
GeLaTO: Generative Latent Textured Objects
by
Ricardo Martin-Brualla
et al
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08-12-2020
|
An Overview of Deep Learning Architectures in Few-Shots
Learning Domain
by
Shruti Jadon
|
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08-13-2020
|
A statistical theory of semi-supervised learning
by
Laurence Aitchison
|
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08-12-2020
|
Few shot clustering for indoor occupancy detection with
extremely low-quality images from battery free cameras
by
Homagni Saha
et al
|
|
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08-12-2020
|
Attention-based Fully Gated Conventional Recurrent
Neural Network for Russian Handwritten Text
by
Abdelrahman Abdallah
et al
|
|
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08-12-2020
|
Open Set Recognition with Conditional Probabilistic
Generative Models
by
Xin Sun
et al
|
|
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08-13-2020
|
CycleMorph: Cycle Consistent Unsupervised Deformable
Image Registration
by
Boah Kim
et al
|
|
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08-13-2020
|
Localizing the Common Action Among a Few Videos
by
Pengwan Yang
et al
|
|
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08-12-2020
|
Experimental Analysis of Legendre Decomposition in
Machine Learning
by
Jianye Pang
et al
|
|
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08-13-2020
|
Weight Equalizing Shift Scaler-Coupled Post-training
Quantization
by
Jihun Oh
et al
|
|
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08-13-2020
|
LGNN: a Context-aware Line Segment Detector
by
Quan Meng
et al
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08-14-2020
|
Neural Network-based Automatic Factor Construction
by
Jie Fang
et al
|
|
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08-13-2020
|
Testing the Safety of Self-driving Vehicles by
Simulating Perception and Prediction
by
Kelvin Wong
et al
|
|
|
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08-11-2020
|
Transfer Learning Approaches for Streaming End-to-End
Speech Recognition System
by
Vikas Joshi
et al
|
|
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08-13-2020
|
MASRI-HEADSET: A Maltese Corpus for Speech Recognition
by
Carlos Mena
et al
|
|
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08-12-2020
|
Multi-level Stress Assessment Using Multi-domain Fusion
of ECG Signal
by
Zeeshan Ahmad
et al
|
|
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08-11-2020
|
DensE: An Enhanced Non-Abelian Group Representation for
Knowledge Graph Embedding
by
Haonan Lu
et al
|
|
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08-11-2020
|
Model-Based Deep Reinforcement Learning for
High-Dimensional Problems, a Survey
by
Aske Plaat
et al
|
|
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08-12-2020
|
Convergence of Deep Fictitious Play for Stochastic
Differential Games
by
Jiequn Han
et al
|
|
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08-11-2020
|
Dynamic Object Removal and Spatio-Temporal RGB-D
Inpainting via Geometry-Aware Adversarial Learning
by
Borna Bešić
et al
|
|
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08-12-2020
|
Towards Geometry Guided Neural Relighting with Flash
Photography
by
Di Qiu
et al
|
|
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08-13-2020
|
Complexity aspects of local minima and related notions
by
Amir Ali Ahmadi
et al
|
|
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08-14-2020
|
Survey of XAI in digital pathology
by
Milda Pocevičiūtė
et al
|
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08-13-2020
|
On failures of RGB cameras and their effects in
autonomous driving applications
by
Francesco Secci
et al
|
|
|
|
08-13-2020
|
A statistical theory of cold posteriors in deep neural
networks
by
Laurence Aitchison
|
|
|
|
08-12-2020
|
An Efficient Confidence Measure-Based Evaluation Metric
for Breast Cancer Screening Using Bayesian Neural
Networks
by
Anika Tabassum
et al
|
|
|
|
08-12-2020
|
FATNN: Fast and Accurate Ternary Neural Networks
by
Peng Chen
et al
|
|
|
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08-12-2020
|
Leveraging Automated Mixed-Low-Precision Quantization
for tiny edge microcontrollers
by
Manuele Rusci
et al
|
|
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08-11-2020
|
Batch Value-function Approximation with Only
Realizability
by
Tengyang Xie
et al
|
|
|
|
08-12-2020
|
Predicting MOOCs Dropout Using Only Two Easily
Obtainable Features from the First Weeks Activities
by
Ahmed Alamri
et al
|
|
|
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08-12-2020
|
Pixel-level Corrosion Detection on Metal Constructions
by Fusion of Deep Learning Semantic and Contour
Segmentation
by
Iason Katsamenis
et al
|
|
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|
08-11-2020
|
An ocular biomechanics environment for reinforcement
learning
by
Julie Iskander
et al
|
|
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08-11-2020
|
Online Graph Completion: Multivariate Signal Recovery
in Computer Vision
by
Won Hwa Kim
et al
|
|
|
|
08-11-2020
|
Real-Time Cardiac Cine MRI with Residual Convolutional
Recurrent Neural Network
by
Eric Z. Chen
et al
|
|
|
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08-11-2020
|
Compact Speaker Embedding: lrx-vector
by
Munir Georges
et al
|
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08-13-2020
|
Can weight sharing outperform random architecture
search? An investigation with TuNAS
by
Gabriel Bender
et al
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08-14-2020
|
Efficient hyperparameter optimization by way of
PAC-Bayes bound minimization
by
John J. Cherian
et al
|
|
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|
08-11-2020
|
Woodpecker-DL: Accelerating Deep Neural Networks via
Hardware-Aware Multifaceted Optimizations
by
Yongchao Liu
et al
|
|
|
|
08-12-2020
|
Guided Collaborative Training for Pixel-wise
Semi-Supervised Learning
by
Zhanghan Ke
et al
|
|
|
|
08-11-2020
|
Unbiased Learning for the Causal Effect of
Recommendation
by
Masahiro Sato
et al
|
|
|
|
08-12-2020
|
On the complexity of finding a local minimizer of a
quadratic function over a polytope
by
Amir Ali Ahmadi
et al
|
|
|
|
08-14-2020
|
Graph Polish: A Novel Graph Generation Paradigm for
Molecular Optimization
by
Chaojie Ji
et al
|
|
|
|
08-14-2020
|
Hate Speech Detection and Racial Bias Mitigation in
Social Media based on BERT model
by
Marzieh Mozafari
et al
|
|
|
|
08-14-2020
|
Language Models as Few-Shot Learner for Task-Oriented
Dialogue Systems
by
Andrea Madotto
|
|
|
|
08-11-2020
|
How Much Should I Trust You? Modeling Uncertainty of
Black Box Explanations
by
Dylan Slack
et al
|
|
|
|
08-12-2020
|
Learning to Learn from Mistakes: Robust Optimization
for Adversarial Noise
by
Alex Serban
et al
|
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|
08-14-2020
|
RODEO: Replay for Online Object Detection
by
Manoj Acharya
et al
|
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|
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08-14-2020
|
Machine learning for COVID-19 detection and
prognostication using chest radiographs and CT scans: a
systematic methodological review
by
Michael Roberts
et al
|
|
|
|
08-14-2020
|
SPINN: Synergistic Progressive Inference of Neural
Networks over Device and Cloud
by
Stefanos Laskaridis
et al
|
|
|
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08-13-2020
|
Offline Meta-Reinforcement Learning with Advantage
Weighting
by
Eric Mitchell
et al
|
|
|
|
08-11-2020
|
So You Need Datasets for Your COVID-19 Detection
Research Using Machine Learning?
by
Md Fahimuzzman Sohan
|
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|
|
08-11-2020
|
Predictive and Causal Implications of using Shapley
Value for Model Interpretation
by
Sisi Ma
et al
|
|
|
|
08-13-2020
|
Unifying supervised learning and VAEs -- automating
statistical inference in high-energy physics
by
Thorsten Glüsenkamp
|
|
|
|
08-11-2020
|
Trust-Based Cloud Machine Learning Model Selection For
Industrial IoT and Smart City Services
by
Basheer Qolomany
et al
|
|
|
|
08-11-2020
|
PiNet: Attention Pooling for Graph Classification
by
Peter Meltzer
et al
|
|
|
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08-13-2020
|
Integrating uncertainty in deep neural networks for MRI
based stroke analysis
by
Lisa Herzog
et al
|
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08-11-2020
|
Degree-Quant: Quantization-Aware Training for Graph
Neural Networks
by
Shyam A. Tailor
et al
|
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|
|
08-14-2020
|
On Localized Discrepancy for Domain Adaptation
by
Yuchen Zhang
et al
|
|
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08-14-2020
|
Rb-PaStaNet: A Few-Shot Human-Object Interaction
Detection Based on Rules and Part States
by
Shenyu Zhang
et al
|
|
|
|
08-12-2020
|
Synergy between Machine/Deep Learning and Software
Engineering: How Far Are We?
by
Simin Wang
et al
|
|
|
|
08-11-2020
|
Riemannian stochastic recursive momentum method for
non-convex optimization
by
Andi Han
et al
|
|
|
|
08-14-2020
|
Federated Doubly Stochastic Kernel Learning for
Vertically Partitioned Data
by
Bin Gu
et al
|
|
|
|
08-12-2020
|
Improving the Performance of Fine-Grain Image
Classifiers via Generative Data Augmentation
by
Shashank Manjunath
et al
|
|
|
|
08-14-2020
|
Privacy-Preserving Asynchronous Federated Learning
Algorithms for Multi-Party Vertically Collaborative
Learning
by
Bin Gu
et al
|
|
|
|
08-12-2020
|
A Longitudinal Method for Simultaneous Whole-Brain and
Lesion Segmentation in Multiple Sclerosis
by
Stefano Cerri
et al
|
|
|
|
08-12-2020
|
Reparametrization Invariance in non-parametric Causal
Discovery
by
Martin Jørgensen
et al
|
|
|
|
08-14-2020
|
Joint Policy Search for Multi-agent Collaboration with
Imperfect Information
by
Yuandong Tian
et al
|
|
|
|
08-13-2020
|
Iterative Surrogate Model Optimization (ISMO): An
active learning algorithm for PDE constrained
optimization with deep neural networks
by
Kjetil O. Lye
et al
|
|
|
|
08-12-2020
|
Revealing the Hidden Patterns: A Comparative Study on
Profiling Subpopulations of MOOC Students
by
Lei Shi
et al
|
|
|
|
08-11-2020
|
Neural PLDA Modeling for End-to-End Speaker
Verification
by
Shreyas Ramoji
et al
|
|
|
|
08-14-2020
|
Kernel Methods for Cooperative Multi-Agent Contextual
Bandits
by
Abhimanyu Dubey
et al
|
|
|
|
08-11-2020
|
TextRay: Contour-based Geometric Modeling for
Arbitrary-shaped Scene Text Detection
by
Fangfang Wang
et al
|
|
|
|
08-14-2020
|
Which Strategies Matter for Noisy Label Classification?
Insight into Loss and Uncertainty
by
Wonyoung Shin
et al
|
|
|
|
08-11-2020
|
On Learning Language-Invariant Representations for
Universal Machine Translation
by
Han Zhao
et al
|
|
|
|
08-11-2020
|
Learning to Cluster under Domain Shift
by
Willi Menapace
et al
|
|
|
|
08-13-2020
|
Single-Photon Image Classification
by
Thomas Fischbacher
et al
|
|
|
|
08-13-2020
|
BioMetricNet: deep unconstrained face verification
through learning of metrics regularized onto Gaussian
distributions
by
Arslan Ali
et al
|
|
|
|
08-13-2020
|
WAFFLe: Weight Anonymized Factorization for Federated
Learning
by
Weituo Hao
et al
|
|
|
|
08-12-2020
|
Renal Cell Carcinoma Detection and Subtyping with
Minimal Point-Based Annotation in Whole-Slide Images
by
Zeyu Gao
et al
|
|
|
|
08-12-2020
|
Non-Stochastic Control with Bandit Feedback
by
Paula Gradu
et al
|
|
|
|
08-11-2020
|
Reinforced Wasserstein Training for Severity-Aware
Semantic Segmentation in Autonomous Driving
by
Xiaofeng Liu
et al
|
|
|
|
08-14-2020
|
An Improved Deep Convolutional Neural Network-Based
Autonomous Road Inspection Scheme Using Unmanned Aerial
Vehicles
by
Syed Ali Hassan
et al
|
|
|
|
08-11-2020
|
3D FLAT: Feasible Learned Acquisition Trajectories for
Accelerated MRI
by
Jonathan Alush-Aben
et al
|
|
|
|
08-13-2020
|
Visuomotor Mechanical Search: Learning to Retrieve
Target Objects in Clutter
by
Andrey Kurenkov
et al
|
|
|
|
08-13-2020
|
MIXCAPS: A Capsule Network-based Mixture of Experts for
Lung Nodule Malignancy Prediction
by
Parnian Afshar
et al
|
|
|
|
08-11-2020
|
Surgical Mask Detection with Convolutional Neural
Networks and Data Augmentations on Spectrograms
by
Steffen Illium
et al
|
|
|
|
08-11-2020
|
ClimAlign: Unsupervised statistical downscaling of
climate variables via normalizing flows
by
Brian Groenke
et al
|
|
|
|
08-12-2020
|
REMAX: Relational Representation for Multi-Agent
Exploration
by
Heechang Ryu
et al
|
|
|
|
08-11-2020
|
Hardware-Centric AutoML for Mixed-Precision
Quantization
by
Kuan Wang
et al
|
|
|
|
08-13-2020
|
Interpretation of Brain Morphology in Association to
Alzheimers Disease Dementia Classification Using Graph
Convolutional Networks on Triangulated Meshes
by
Emanuel A. Azcona
et al
|
|
|
|
08-14-2020
|
Sample-efficient Cross-Entropy Method for Real-time
Planning
by
Cristina Pinneri
et al
|
|
|
|
08-12-2020
|
LAC : LSTM AUTOENCODER with Community for Insider
Threat Detection
by
Sudipta Paul
et al
|
|
|
|
08-12-2020
|
Variance-reduced Language Pretraining via a Mask
Proposal Network
by
Liang Chen
et al
|
|
|
|
08-11-2020
|
HEX and Neurodynamic Programming
by
Debangshu Banerjee
|
|
|
|
08-11-2020
|
Transfer Learning for Protein Structure Classification
and Function Inference at Low Resolution
by
Alexander Hudson
et al
|
|
|
|
08-12-2020
|
The Slow Deterioration of the Generalization Error of
the Random Feature Model
by
Chao Ma
et al
|
|
|
|
08-11-2020
|
Bunched LPCNet : Vocoder for Low-cost Neural
Text-To-Speech Systems
by
Ravichander Vipperla
et al
|
|
|
|
08-14-2020
|
Supervised Topological Maps
by
Francesco Mannella
|
|
|
|
08-12-2020
|
Non-convex Learning via Replica Exchange Stochastic
Gradient MCMC
by
Wei Deng
et al
|
|
|
|
08-12-2020
|
OCoR: An Overlapping-Aware Code Retriever
by
Zhu Qihao
et al
|
|
|
|
08-11-2020
|
Holdout SGD: Byzantine Tolerant Federated Learning
by
Shahar Azulay
et al
|
|
|
|
08-11-2020
|
FedSKETCH: Communication-Efficient and Private
Federated Learning via Sketching
by
Farzin Haddadpour
et al
|
|
|
|
08-11-2020
|
Exposing Deep-faked Videos by Anomalous Co-motion
Pattern Detection
by
Gengxing Wang
et al
|
|
|
|
08-12-2020
|
Optimal to-do list gamification
by
Jugoslav Stojcheski
et al
|
|
|
|
08-13-2020
|
Small Towers Make Big Differences
by
Yuyan Wang
et al
|
|
|
|
08-13-2020
|
Consistent kk-Median: Simpler, Better and Robust
by
Xiangyu Guo
et al
|
|
|
|
08-14-2020
|
A Dynamic Deep Neural Network For Multimodal Clinical
Data Analysis
by
Maria Hügle
et al
|
|
|
|
08-12-2020
|
Improving Stability of LS-GANs for Audio and Speech
Signals
by
Mohammad Esmaeilpour
et al
|
|
|
|
08-11-2020
|
Learned Proximal Networks for Quantitative
Susceptibility Mapping
by
Kuo-Wei Lai
et al
|
|
|
|
08-14-2020
|
Cooperative Multi-Agent Bandits with Heavy Tails
by
Abhimanyu Dubey
et al
|
|
|
|
08-14-2020
|
Weakly-supervised Learning for Single-step Quantitative
Susceptibility Mapping
by
Juan Liu
et al
|
|
|
|
08-14-2020
|
Feature-Extracting Functions for Neural Logic Rule
Learning
by
Shashank Gupta
et al
|
|
|
|
08-13-2020
|
Distillation-Based Semi-Supervised Federated Learning
for Communication-Efficient Collaborative Training with
Non-IID Private Data
by
Sohei Itahara
et al
|
|
|
|
08-14-2020
|
Graph-based Modeling of Online Communities for Fake
News Detection
by
Shantanu Chandra
et al
|
|
|
|
08-12-2020
|
MMM : Exploring Conditional Multi-Track Music
Generation with the Transformer
by
Jeff Ens
et al
|
|
|
|
08-13-2020
|
Semantically Adversarial Learnable Filters
by
Ali Shahin Shamsabadi
et al
|
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|
|
08-13-2020
|
Meta Learning MPC using Finite-Dimensional Gaussian
Process Approximations
by
Elena Arcari
et al
|
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|
|
08-13-2020
|
A Novel CMAQ-CNN Hybrid Model to Forecast Hourly
Surface-Ozone Concentrations Fourteen Days in Advance
by
Alqamah Sayeed
et al
|
|
|
|
08-14-2020
|
Towards Class Imbalance in Federated Learning
by
Lixu Wang
et al
|
|
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