12-23-2020
|
Training data-efficient image transformers &
distillation through attention
by
Hugo Touvron
et al
|
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12-23-2020
|
Solving Mixed Integer Programs Using Neural Networks
by
Vinod Nair
et al
|
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12-22-2020
|
YolactEdge: Real-time Instance Segmentation on the Edge
(Jetson AGX Xavier: 30 FPS, RTX 2080 Ti: 170 FPS)
by
Haotian Liu
et al
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12-23-2020
|
Focal Frequency Loss for Generative Models
by
Liming Jiang
et al
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12-24-2020
|
A Physics-Informed Deep Learning Paradigm for
Car-Following Models
by
Zhaobin Mo
et al
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12-22-2020
|
Time-Travel Rephotography
by
Xuan Luo
et al
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12-23-2020
|
EQ-Net: A Unified Deep Learning Framework for
Log-Likelihood Ratio Estimation and Quantization
by
Marius Arvinte
et al
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12-22-2020
|
Knowledge Graphs Evolution and Preservation -- A
Technical Report from ISWS 2019
by
Nacira Abbas
et al
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12-24-2020
|
Soft-IntroVAE: Analyzing and Improving the
Introspective Variational Autoencoder
by
Tal Daniel
et al
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12-22-2020
|
Pre-Training a Language Model Without Human Language
by
Cheng-Han Chiang
et al
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12-23-2020
|
A Survey on Visual Transformer
by
Kai Han
et al
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12-24-2020
|
Nine Best Practices for Research Software Registries
and Repositories: A Concise Guide
by
Task Force on Best Practices for Software Registries
et al
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12-23-2020
|
Vid2Actor: Free-viewpoint Animatable Person Synthesis
from Video in the Wild
by
Chung-Yi Weng
et al
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|
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12-23-2020
|
Bridging Textual and Tabular Data for Cross-Domain
Text-to-SQL Semantic Parsing
by
Xi Victoria Lin
et al
|
|
|
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12-24-2020
|
Deep Learning-Based Human Pose Estimation: A Survey
by
Ce Zheng
et al
|
|
|
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12-22-2020
|
Few-Shot Text Generation with Pattern-Exploiting
Training
by
Timo Schick
et al
|
|
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12-22-2020
|
AudioViewer: Learning to Visualize Sound
by
Yuchi Zhang
et al
|
|
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|
12-22-2020
|
Self-supervised self-supervision by combining deep
learning and probabilistic logic
by
Hunter Lang
et al
|
|
|
|
12-24-2020
|
Global Convergence of Model Function Based Bregman
Proximal Minimization Algorithms
by
Mahesh Chandra Mukkamala
et al
|
|
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|
12-24-2020
|
SubICap: Towards Subword-informed Image Captioning
by
Naeha Sharif
et al
|
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12-23-2020
|
Learning by Self-Explanation, with Application to
Neural Architecture Search
by
Ramtin Hosseini
et al
|
|
|
|
12-23-2020
|
Constructing Turing complete Euler flows in dimension
33
by
Robert Cardona
et al
|
|
|
|
12-24-2020
|
Person Re-Identification using Deep Learning Networks:
A Systematic Review
by
Ankit Yadav
et al
|
|
|
|
12-22-2020
|
A machine learning solver for high-dimensional
integrals: Solving Kolmogorov PDEs by stochastic
weighted minimization and stochastic gradient descent
through a high-order weak approximation scheme of SDEs
with Malliavin weights
by
Riu Naito
et al
|
|
|
|
12-23-2020
|
Union-net: A deep neural network model adapted to small
data sets
by
Qingfang He
et al
|
|
|
|
12-24-2020
|
WEmbSim: A Simple yet Effective Metric for Image
Captioning
by
Naeha Sharif
et al
|
|
|
|
12-23-2020
|
MobileSal: Extremely Efficient RGB-D Salient Object
Detection
by
Yu-Huan Wu
et al
|
|
|
|
12-23-2020
|
Learning from Crowds by Modeling Common Confusions
by
Zhendong Chu
et al
|
|
|
|
12-22-2020
|
Scalable Optical Learning Operator
by
Uğur Teğin
et al
|
|
|
|
12-22-2020
|
TorchMD: A deep learning framework for molecular
simulations
by
Stefan Doerr
et al
|
|
|
|
12-24-2020
|
SCC: an efficient deep reinforcement learning agent
mastering the game of StarCraft II
by
Xiangjun Wang
et al
|
|
|
|
12-24-2020
|
QUACKIE: A NLP Classification Task With Ground Truth
Explanations
by
Yves Rychener
et al
|
|
|
|
12-24-2020
|
Detecting Hateful Memes Using a Multimodal Deep
Ensemble
by
Vlad Sandulescu
|
|
|
|
12-22-2020
|
Latent Feature Representation via Unsupervised Learning
for Pattern Discovery in Massive Electron Microscopy
Image Volumes
by
Gary B Huang
et al
|
|
|
|
12-24-2020
|
Sentence-Based Model Agnostic NLP Interpretability
by
Yves Rychener
et al
|
|
|
|
12-24-2020
|
Interpolating Points on a Non-Uniform Grid using a
Mixture of Gaussians
by
Ivan Skorokhodov
|
|
|
|
12-24-2020
|
Unsupervised deep clustering and reinforcement learning
can accurately segment MRI brain tumors with very small
training sets
by
Joseph Stember
et al
|
|
|
|
12-22-2020
|
TicketTalk: Toward human-level performance with
end-to-end, transaction-based dialog systems
by
Bill Byrne
et al
|
|
|
|
12-24-2020
|
Control of computer pointer using hand gesture
recognition in motion pictures
by
Yalda Foroutan
et al
|
|
|
|
12-22-2020
|
Non-Rigid Neural Radiance Fields: Reconstruction and
Novel View Synthesis of a Deforming Scene from
Monocular Video
by
Edgar Tretschk
et al
|
|
|
|
12-23-2020
|
Hiding Among the Clones: A Simple and Nearly Optimal
Analysis of Privacy Amplification by Shuffling
by
Vitaly Feldman
et al
|
|
|
|
12-23-2020
|
Efficient video annotation with visual interpolation
and frame selection guidance
by
A. Kuznetsova
et al
|
|
|
|
12-23-2020
|
Semantic Segmentation on Swiss3DCities: A Benchmark
Study on Aerial Photogrammetric 3D Pointcloud Dataset
by
Gülcan Can
et al
|
|
|
|
12-24-2020
|
Spectral Ranking of Causal Influence in Complex Systems
by
Errol Zalmijn
et al
|
|
|
|
12-23-2020
|
Nonparametric approximation of conditional expectation
operators
by
Mattes Mollenhauer
et al
|
|
|
|
12-22-2020
|
Finding Global Minima via Kernel Approximations
by
Alessandro Rudi
et al
|
|
|
|
12-23-2020
|
Incremental Text-to-Speech Synthesis Using Pseudo
Lookahead with Large Pretrained Language Model
by
Takaaki Saeki
et al
|
|
|
|
12-23-2020
|
Multi-modal Identification of State-Sponsored
Propaganda on Social Media
by
Xiaobo Guo
et al
|
|
|
|
12-23-2020
|
General Domain Adaptation Through Proportional
Progressive Pseudo Labeling
by
Mohammad J. Hashemi
et al
|
|
|
|
12-23-2020
|
ProofWriter: Generating Implications, Proofs, and
Abductive Statements over Natural Language
by
Oyvind Tafjord
et al
|
|
|
|
12-24-2020
|
FracTrain: Fractionally Squeezing Bit Savings Both
Temporally and Spatially for Efficient DNN Training
by
Yonggan Fu
et al
|
|
|
|
12-24-2020
|
MRDet: A Multi-Head Network for Accurate Oriented
Object Detection in Aerial Images
by
Ran Qin
et al
|
|
|
|
12-22-2020
|
Multi-Contrast Computed Tomography Healthy Kidney Atlas
by
Ho Hin Lee
et al
|
|
|
|
12-23-2020
|
Low-latency Perception in Off-Road Dynamical Low
Visibility Environments
by
Nelson Alves
et al
|
|
|
|
12-23-2020
|
Physics-based Shadow Image Decomposition for Shadow
Removal
by
Hieu Le
et al
|
|
|
|
12-22-2020
|
RAP-Net: Coarse-to-Fine Multi-Organ Segmentation with
Single Random Anatomical Prior
by
Ho Hin Lee
et al
|
|
|
|
12-24-2020
|
Global Context Networks
by
Yue Cao
et al
|
|
|
|
12-24-2020
|
Dynamic Facial Expression Recognition under Partial
Occlusion with Optical Flow Reconstruction
by
Delphine Poux
et al
|
|
|
|
12-23-2020
|
Towards Overcoming False Positives in Visual
Relationship Detection
by
Daisheng Jin
et al
|
|
|
|
12-22-2020
|
Unadversarial Examples: Designing Objects for Robust
Vision
by
Hadi Salman
et al
|
|
|
|
12-24-2020
|
Parallel-beam X-ray CT datasets of apples with internal
defects and label balancing for machine learning
by
Sophia Bethany Coban
et al
|
|
|
|
12-24-2020
|
Improving the Certified Robustness of Neural Networks
via Consistency Regularization
by
Mengting Xu
et al
|
|
|
|
12-22-2020
|
Pit30M: A Benchmark for Global Localization in the Age
of Self-Driving Cars
by
Julieta Martinez
et al
|
|
|
|
12-22-2020
|
g2tmn at Constraint@AAAI2021: Exploiting CT-BERT and
Ensembling Learning for COVID-19 Fake News Detection
by
Anna Glazkova
et al
|
|
|
|
12-22-2020
|
FcaNet: Frequency Channel Attention Networks
by
Zequn Qin
et al
|
|
|
|
12-24-2020
|
Adversarial Momentum-Contrastive Pre-Training
by
Cong Xu
et al
|
|
|
|
12-23-2020
|
Auto-Agent-Distiller: Towards Efficient Deep
Reinforcement Learning Agents via Neural Architecture
Search
by
Yonggan Fu
et al
|
|
|
|
12-23-2020
|
EDN: Salient Object Detection via Extremely-Downsampled
Network
by
Yu-Huan Wu
et al
|
|
|
|
12-24-2020
|
Seed Phenotyping on Neural Networks using Domain
Randomization and Transfer Learning
by
Venkat Margapuri
et al
|
|
|
|
12-22-2020
|
Function Design for Improved Competitive Ratio in
Online Resource Allocation with Procurement Costs
by
Mitas Ray
et al
|
|
|
|
12-24-2020
|
Effective Deployment of CNNs for 3DoF Pose Estimation
and Grasping in Industrial Settings
by
Daniele De Gregorio
et al
|
|
|
|
12-24-2020
|
Unsupervised neural adaptation model based on optimal
transport for spoken language identification
by
Xugang Lu
et al
|
|
|
|
12-23-2020
|
A Multimodal Framework for the Detection of Hateful
Memes
by
Phillip Lippe
et al
|
|
|
|
12-22-2020
|
Dual-encoder Bidirectional Generative Adversarial
Networks for Anomaly Detection
by
Teguh Budianto
et al
|
|
|
|
12-22-2020
|
Intrinsic Dimensionality Explains the Effectiveness of
Language Model Fine-Tuning
by
Armen Aghajanyan
et al
|
|
|
|
12-24-2020
|
Hausdorff Point Convolution with Geometric Priors
by
Pengdi Huang
et al
|
|
|
|
12-22-2020
|
HDR Denoising and Deblurring by Learning
Spatio-temporal Distortion Models
by
Uğur Çoğalan
et al
|
|
|
|
12-23-2020
|
Regret Bound Balancing and Elimination for Model
Selection in Bandits and RL
by
Aldo Pacchiano
et al
|
|
|
|
12-24-2020
|
I like fish, especially dolphins: Addressing
Contradictions in Dialogue Modelling
by
Yixin Nie
et al
|
|
|
|
12-22-2020
|
Quantitative Correlation Inequalities via Semigroup
Interpolation
by
Anindya De
et al
|
|
|
|
12-23-2020
|
Private-Shared Disentangled Multimodal VAE for Learning
of Hybrid Latent Representations
by
Mihee Lee
et al
|
|
|
|
12-23-2020
|
Speech Synthesis as Augmentation for Low-Resource ASR
by
Deblin Bagchi
et al
|
|
|
|
12-24-2020
|
On Statistical Efficiency in Learning
by
Jie Ding
et al
|
|
|
|
12-24-2020
|
REM-Net: Recursive Erasure Memory Network for
Commonsense Evidence Refinement
by
Yinya Huang
et al
|
|
|
|
12-24-2020
|
Memory-Efficient Hierarchical Neural Architecture
Search for Image Restoration
by
Haokui Zhang
et al
|
|
|
|
12-24-2020
|
Majorizing Measures for the Optimizer
by
Sander Borst
et al
|
|
|
|
12-22-2020
|
Residual Matrix Product State for Machine Learning
by
Ye-Ming Meng
et al
|
|
|
|
12-23-2020
|
Code Switching Language Model Using Monolingual
Training Data
by
Asad Ullah
et al
|
|
|
|
12-24-2020
|
A non-alternating graph hashing algorithm for large
scale image search
by
Sobhan Hemati
et al
|
|
|
|
12-23-2020
|
SPOTTER: Extending Symbolic Planning Operators through
Targeted Reinforcement Learning
by
Vasanth Sarathy
et al
|
|
|
|
12-23-2020
|
An Efficient Recurrent Adversarial Framework for
Unsupervised Real-Time Video Enhancement
by
Dario Fuoli
et al
|
|
|
|
12-22-2020
|
On rich points and incidences with restricted sets of
lines in 3-space
by
Micha Sharir
et al
|
|
|
|
12-24-2020
|
Vector-output ReLU Neural Network Problems are
Copositive Programs: Convex Analysis of Two Layer
Networks and Polynomial-time Algorithms
by
Arda Sahiner
et al
|
|
|
|
12-23-2020
|
ANR: Articulated Neural Rendering for Virtual Avatars
by
Amit Raj
et al
|
|
|
|
12-23-2020
|
Lattice gauge equivariant convolutional neural networks
by
Matteo Favoni
et al
|
|
|
|
12-23-2020
|
Multiclass Spinal Cord Tumor Segmentation on MRI with
Deep Learning
by
Andreanne Lemay
et al
|
|
|
|
12-24-2020
|
Spatio-temporal Multi-task Learning for Cardiac MRI
Left Ventricle Quantification
by
Sulaiman Vesal
et al
|
|
|
|
12-22-2020
|
Seeing past words: Testing the cross-modal capabilities
of pretrained V&L models
by
Letitia Parcalabescu
et al
|
|
|
|
12-23-2020
|
NBIHT: An Efficient Algorithm for 1-bit Compressed
Sensing with Optimal Error Decay Rate
by
Michael P. Friedlander
et al
|
|
|
|
12-22-2020
|
Algorithms for Solving Nonlinear Binary Optimization
Problems in Robust Causal Inference
by
Md Saiful Islam
et al
|
|
|
|
12-23-2020
|
Disentangling semantics in language throughs VAEs and a
certain architectural choice
by
Ghazi Felhi
et al
|
|
|
|
12-23-2020
|
Rotation Equivariant Siamese Networks for Tracking
by
Deepak K. Gupta
et al
|
|
|
|
12-24-2020
|
Unveiling Real-Life Effects of Online Photo Sharing
by
Van-Khoa Nguyen
et al
|
|
|
|
12-22-2020
|
The Circlet Inequalities: A New, Circulant-Based
Facet-Defining Inequality for the TSP
by
Samuel C. Gutekunst
et al
|
|
|
|
12-22-2020
|
Quantum Convolutional Neural Networks for High Energy
Physics Data Analysis
by
Samuel Yen-Chi Chen
et al
|
|
|
|
12-23-2020
|
SyNet: An Ensemble Network for Object Detection in UAV
Images
by
Berat Mert Albaba
et al
|
|
|
|
12-24-2020
|
Cross-lingual Dependency Parsing as Domain Adaptation
by
Kailai Sun
et al
|
|
|
|
12-22-2020
|
GuidedStyle: Attribute Knowledge Guided Style
Manipulation for Semantic Face Editing
by
Xianxu Hou
et al
|
|
|
|
12-22-2020
|
Augmenting Policy Learning with Routines Discovered
from a Demonstration
by
Zelin Zhao
et al
|
|
|
|
12-22-2020
|
QVMix and QVMix-Max: Extending the Deep Quality-Value
Family of Algorithms to Cooperative Multi-Agent
Reinforcement Learning
by
Pascal Leroy
et al
|
|
|
|
12-22-2020
|
An Entropy Stable Nodal Discontinuous Galerkin Method
for the resistive MHD Equations. Part II: Subcell
Finite Volume Shock Capturing
by
Andrés M Rueda-Ramírez
et al
|
|
|
|
12-23-2020
|
P4Contrast: Contrastive Learning with Pairs of
Point-Pixel Pairs for RGB-D Scene Understanding
by
Yunze Liu
et al
|
|
|
|
12-23-2020
|
Stochastic Steepest Descent Methods for Linear Systems:
Greedy Sampling & Momentum
by
Md Sarowar Morshed
et al
|
|
|
|
12-24-2020
|
UMLE: Unsupervised Multi-discriminator Network for Low
Light Enhancement
by
Yangyang Qu
et al
|
|
|
|
12-23-2020
|
Self-Supervised Hyperboloid Representations from
Logical Queries over Knowledge Graphs
by
Nurendra Choudhary
et al
|
|
|
|
12-22-2020
|
Iteratively Reweighted Least Squares for
ℓ1ℓ1-minimization with Global Linear Convergence Rate
by
Christian Kümmerle
et al
|
|
|
|
12-24-2020
|
Fuzzy Commitments Offer Insufficient Protection to
Biometric Templates Produced by Deep Learning
by
Danny Keller
et al
|
|
|
|
12-22-2020
|
A hidden anti-jamming method based on deep
reinforcement learning
by
Yifan Wang
et al
|
|
|
|
12-23-2020
|
Convolutional Neural Network for Elderly Wandering
Prediction in Indoor Scenarios
by
Rafael F. C. Oliveira
et al
|
|
|
|
12-22-2020
|
Self-Imitation Advantage Learning
by
Johan Ferret
et al
|
|
|
|
12-24-2020
|
Gender Bias in Multilingual Neural Machine Translation:
The Architecture Matters
by
Marta R. Costa-jussà
et al
|
|
|
|
12-22-2020
|
Video Influencers: Unboxing the Mystique
by
Prashant Rajaram
et al
|
|
|
|
12-23-2020
|
Task-Adaptive Negative Class Envision for Few-Shot
Open-Set Recognition
by
Shiyuan Huang
et al
|
|
|
|
12-24-2020
|
A Context Aware Approach for Generating Natural
Language Attacks
by
Rishabh Maheshwary
et al
|
|
|
|
12-24-2020
|
Appearance-Invariant 6-DoF Visual Localization using
Generative Adversarial Networks
by
Yimin Lin
et al
|
|
|
|
12-22-2020
|
Skeleton-based Approaches based on Machine Vision: A
Survey
by
Jie Li
et al
|
|
|
|
12-22-2020
|
Do We Need Improved Code Quality Metrics?
by
Tushar Sharma
et al
|
|
|
|
12-22-2020
|
A Feasibility study for Deep learning based automated
brain tumor segmentation using Magnetic Resonance
Images
by
Shanaka Ramesh Gunasekara
et al
|
|
|
|
12-22-2020
|
IIRC: Incremental Implicitly-Refined Classification
by
Mohamed Abdelsalam
et al
|
|
|
|
12-23-2020
|
Noisy Labels Can Induce Good Representations
by
Jingling Li
et al
|
|
|
|
12-24-2020
|
LEUGAN:Low-Light Image Enhancement by Unsupervised
Generative Attentional Networks
by
Yangyang Qu
et al
|
|
|
|
12-22-2020
|
Deep learning-based virtual refocusing of images using
an engineered point-spread function
by
Xilin Yang
et al
|
|
|
|
12-23-2020
|
Optimal and Low-Memory Near-Optimal Preconditioning of
Fully Implicit Runge-Kutta Schemes for Parabolic PDEs
by
Xiangmin Jiao
et al
|
|
|
|
12-22-2020
|
QuickTumorNet: Fast Automatic Multi-Class Segmentation
of Brain Tumors
by
Benjamin Maas
et al
|
|
|
|
12-23-2020
|
Machine Learning Advances for Time Series Forecasting
by
Ricardo P. Masini
et al
|
|
|
|
12-23-2020
|
Assured RL: Reinforcement Learning with Almost Sure
Constraints
by
Agustin Castellano
et al
|
|
|
|
12-22-2020
|
ActionBert: Leveraging User Actions for Semantic
Understanding of User Interfaces
by
Zecheng He
et al
|
|
|
|
12-22-2020
|
Efficient and Visualizable Convolutional Neural
Networks for COVID-19 Classification Using Chest CT
by
Aksh Garg
et al
|
|
|
|
12-24-2020
|
Towards Radio Designs with Non-Linear Processing for
Next Generation Mobile Systems
by
Konstantinos Nikitopoulos
et al
|
|
|
|
12-24-2020
|
Optimal Resource Allocation for Multi-UAV Assisted
Visible Light Communication
by
Yihan Cang
et al
|
|
|
|
12-24-2020
|
Distortion-Aware Linear Precoding for Massive MIMO
Downlink Systems with Nonlinear Power Amplifiers
by
Sina Rezaei Aghdam
et al
|
|
|
|
12-23-2020
|
White matter hyperintensities volume and cognition:
Assessment of a deep learning based lesion detection
and quantification algorithm on the Alzheimers Disease
Neuroimaging Initiative
by
Lavanya Umapathy
et al
|
|
|
|
12-23-2020
|
Automatic Recognition of Landmarks on Digital Dental
Models
by
Brénainn Woodsend
et al
|
|
|
|
12-24-2020
|
To what extent do human explanations of model behavior
align with actual model behavior?
by
Grusha Prasad
et al
|
|
|
|
12-22-2020
|
Digital Annealer for quadratic unconstrained binary
optimization: a comparative performance analysis
by
Oylum Şeker
et al
|
|
|
|
12-22-2020
|
Open source software for automatic subregional
assessment of knee cartilage degradation using
quantitative T2 relaxometry and deep learning
by
Kevin A. Thomas
et al
|
|
|
|
12-23-2020
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Detecting Hate Speech in Memes Using Multimodal Deep
Learning Approaches: Prize-winning solution to Hateful
Memes Challenge
by
Riza Velioglu
et al
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12-22-2020
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Comparison of Classification Algorithms Towards
Subject-Specific and Subject-Independent BCI
by
Parisa Ghane
et al
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12-22-2020
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An overview on deep learning-based approximation
methods for partial differential equations
by
Christian Beck
et al
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12-23-2020
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Deep manifold learning reveals hidden dynamics of
proteasome autoregulation
by
Zhaolong Wu
et al
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12-24-2020
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Memory-Gated Recurrent Networks
by
Yaquan Zhang
et al
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12-22-2020
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Predicting Online Video Advertising Effects with
Multimodal Deep Learning
by
Jun Ikeda
et al
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12-23-2020
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Cooperative Policy Learning with Pre-trained
Heterogeneous Observation Representations
by
Wenlei Shi
et al
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12-22-2020
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Understanding Age of Information in Large-Scale
Wireless Networks
by
Howard H. Yang
et al
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12-23-2020
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Overview of FPGA deep learning acceleration based on
convolutional neural network
by
Simin Liu
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12-23-2020
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Small-Group Learning, with Application to Neural
Architecture Search
by
Xuefeng Du
et al
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12-23-2020
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Optimal dimension dependence of the Metropolis-Adjusted
Langevin Algorithm
by
Sinho Chewi
et al
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12-22-2020
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Graph Autoencoders with Deconvolutional Networks
by
Jia Li
et al
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12-23-2020
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Robust preconditioning and error estimates for optimal
control of the convection-diffusion-reaction equation
with limited observation in Isogeometric analysis
by
Kent-Andre Mardal
et al
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12-22-2020
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Towards Automated Satellite Conjunction Management with
Bayesian Deep Learning
by
Francesco Pinto
et al
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12-24-2020
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Co-GAT: A Co-Interactive Graph Attention Network for
Joint Dialog Act Recognition and Sentiment
Classification
by
Libo Qin
et al
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12-22-2020
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Adversarial Meta Sampling for Multilingual Low-Resource
Speech Recognition
by
Yubei Xiao
et al
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12-23-2020
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Diabetic Retinopathy Grading System Based on Transfer
Learning
by
Eman AbdelMaksoud
et al
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12-22-2020
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Multi-Task Multi-Sensor Fusion for 3D Object Detection
by
Ming Liang
et al
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