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Empirical Evaluation of Rectified Activations in Convolutional Network
v1v2 (latest)

Empirical Evaluation of Rectified Activations in Convolutional Network

5 May 2015
Bing Xu
Naiyan Wang
Tianqi Chen
Mu Li
ArXiv (abs)PDFHTML

Papers citing "Empirical Evaluation of Rectified Activations in Convolutional Network"

50 / 907 papers shown
Relation3DMOT: Exploiting Deep Affinity for 3D Multi-Object Tracking
  from View Aggregation
Relation3DMOT: Exploiting Deep Affinity for 3D Multi-Object Tracking from View AggregationItalian National Conference on Sensors (INS), 2020
Can Chen
L. Z. Fragonara
Antonios Tsourdos
3DPCVOT
184
5
0
25 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature
  Fields
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature FieldsComputer Vision and Pattern Recognition (CVPR), 2020
Michael Niemeyer
Andreas Geiger
OCL
608
1,033
0
24 Nov 2020
Comparisons among different stochastic selection of activation layers
  for convolutional neural networks for healthcare
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare
L. Nanni
A. Lumini
Stefano Ghidoni
Gianluca Maguolo
71
2
0
24 Nov 2020
DeepClimGAN: A High-Resolution Climate Data Generator
DeepClimGAN: A High-Resolution Climate Data Generator
Alexandra Puchko
R. Link
Brian Hutchinson
Ben Kravitz
Abigail C. Snyder
AI4ClSyDa
106
12
0
23 Nov 2020
Fetal ECG Extraction from Maternal ECG using Attention-based CycleGAN
Fetal ECG Extraction from Maternal ECG using Attention-based CycleGAN
M. Mohebbian
S. Vedaei
K. Wahid
A. Dinh
H. Marateb
Kouhyar Tavakolian
109
2
0
22 Nov 2020
Agglomerative Clustering of Handwritten Numerals to Determine Similarity
  of Different Languages
Agglomerative Clustering of Handwritten Numerals to Determine Similarity of Different Languages
Md. Rahat-uz-Zaman
Shadmaan Hye
77
0
0
22 Nov 2020
Skin disease diagnosis with deep learning: a review
Skin disease diagnosis with deep learning: a review
Hongfeng Li
Yini Pan
Jie Zhao
Li Zhang
279
132
0
11 Nov 2020
Knowledge Distillation for Singing Voice Detection
Knowledge Distillation for Singing Voice Detection
Soumava Paul
G. Reddy
Sreenivasa Rao
P. Das
82
5
0
09 Nov 2020
Image Clustering using an Augmented Generative Adversarial Network and
  Information Maximization
Image Clustering using an Augmented Generative Adversarial Network and Information Maximization
Foivos Ntelemis
Yaochu Jin
S. Thomas
GAN
170
15
0
08 Nov 2020
Universal Activation Function For Machine Learning
Universal Activation Function For Machine Learning
Brosnan Yuen
Minh Tu Hoang
Xiaodai Dong
Tao Lu
126
48
0
07 Nov 2020
Extended Missing Data Imputation via GANs for Ranking Applications
Extended Missing Data Imputation via GANs for Ranking Applications
Grace Deng
Cuize Han
David S. Matteson
SyDa
307
12
0
04 Nov 2020
UNetGAN: A Robust Speech Enhancement Approach in Time Domain for
  Extremely Low Signal-to-noise Ratio Condition
UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-noise Ratio ConditionInterspeech (Interspeech), 2019
Xiang Hao
Xiangdong Su
Zhiyu Wang
Hui Zhang
Batushiren
165
37
0
29 Oct 2020
CRAB: Class Representation Attentive BERT for Hate Speech Identification
  in Social Media
CRAB: Class Representation Attentive BERT for Hate Speech Identification in Social Media
Sayyed M. Zahiri
Ali Ahmadvand
93
4
0
25 Oct 2020
In-the-wild Drowsiness Detection from Facial Expressions
In-the-wild Drowsiness Detection from Facial Expressions
Ajjen Joshi
Survi Kyal
Sandipan Banerjee
Taniya Mishra
CVBM
91
30
0
21 Oct 2020
Topology-Aware Graph Pooling Networks
Topology-Aware Graph Pooling NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Hongyang Gao
Lu Dong
Shuiwang Ji
162
104
0
19 Oct 2020
Data Assimilation Networks
Data Assimilation NetworksJournal of Advances in Modeling Earth Systems (JAMES), 2020
Pierre Boudier
Anthony Fillion
Serge Gratton
S. Gürol
Sixin Zhang
AI4CE
317
16
0
19 Oct 2020
Increasing Depth Leads to U-Shaped Test Risk in Over-parameterized
  Convolutional Networks
Increasing Depth Leads to U-Shaped Test Risk in Over-parameterized Convolutional Networks
Eshaan Nichani
Adityanarayanan Radhakrishnan
Caroline Uhler
277
9
0
19 Oct 2020
Distributed Representations of Entities in Open-World Knowledge Graphs
Distributed Representations of Entities in Open-World Knowledge Graphs
Lingbing Guo
Zhuo Chen
Jiaoyan Chen
Weiqing Wang
Zequn Sun
Zhongpo Bo
Yin Fang
Chenghao Liu
Huajun Chen
Wei Hu
GNN
187
17
0
16 Oct 2020
QReLU and m-QReLU: Two novel quantum activation functions to aid medical
  diagnostics
QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics
Luca Parisi
D. Neagu
R. Ma
F. Campean
MedIm
98
59
0
15 Oct 2020
Effects of the Nonlinearity in Activation Functions on the Performance
  of Deep Learning Models
Effects of the Nonlinearity in Activation Functions on the Performance of Deep Learning Models
N. Kulathunga
N. R. Ranasinghe
D. Vrinceanu
Zackary Kinsman
Lei Huang
Yunjiao Wang
94
9
0
14 Oct 2020
Accurate Calibration of Agent-based Epidemiological Models with Neural
  Network Surrogates
Accurate Calibration of Agent-based Epidemiological Models with Neural Network Surrogates
Rushil Anirudh
Jayaraman J. Thiagarajan
P. Bremer
T. Germann
S. D. Valle
F. Streitz
139
17
0
13 Oct 2020
Intuitive Facial Animation Editing Based On A Generative RNN Framework
Intuitive Facial Animation Editing Based On A Generative RNN Framework
Eloïse Berson
Catherine Soladié
Nicolas Stoiber
3DHCVBM
132
8
0
12 Oct 2020
Predicting Mechanical Properties from Microstructure Images in
  Fiber-reinforced Polymers using Convolutional Neural Networks
Predicting Mechanical Properties from Microstructure Images in Fiber-reinforced Polymers using Convolutional Neural Networks
Yixuan Sun
I. Hanhan
M. Sangid
Guang Lin
AI4CE
165
23
0
07 Oct 2020
LEGAN: Disentangled Manipulation of Directional Lighting and Facial
  Expressions by Leveraging Human Perceptual Judgements
LEGAN: Disentangled Manipulation of Directional Lighting and Facial Expressions by Leveraging Human Perceptual Judgements
Sandipan Banerjee
Ajjen Joshi
Prashant Mahajan
Sneha Bhattacharya
Survi Kyal
Taniya Mishra
CVBMDRL
289
3
0
04 Oct 2020
Unsupervised Monocular Depth Estimation for Night-time Images using
  Adversarial Domain Feature Adaptation
Unsupervised Monocular Depth Estimation for Night-time Images using Adversarial Domain Feature AdaptationEuropean Conference on Computer Vision (ECCV), 2020
M. Vankadari
Sourav Garg
A. Majumder
S. Kumar
Ardhendu Behera
GANMDE
151
68
0
03 Oct 2020
CardioXNet: A Novel Lightweight Deep Learning Framework for
  Cardiovascular Disease Classification Using Heart Sound Recordings
CardioXNet: A Novel Lightweight Deep Learning Framework for Cardiovascular Disease Classification Using Heart Sound Recordings
Samiul Based Shuvo
Shams Nafisa Ali
Soham Irtiza Swapnil
Mabrook S. Al-Rakhami
Abdu H. Gumaei
139
2
0
03 Oct 2020
Tabular GANs for uneven distribution
Tabular GANs for uneven distribution
Insaf Ashrapov
GAN
97
37
0
01 Oct 2020
Deep Learning Based Computer-Aided Systems for Breast Cancer Imaging : A
  Critical Review
Deep Learning Based Computer-Aided Systems for Breast Cancer Imaging : A Critical ReviewApplied Sciences (Appl. Sci.), 2020
Yuliana Jiménez-Gaona
María José Rodríguez-Álvarez
Vasudevan Lakshminarayanan
152
80
0
30 Sep 2020
Learning Image-adaptive 3D Lookup Tables for High Performance Photo
  Enhancement in Real-time
Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time
Huiyu Zeng
Jianrui Cai
Lida Li
Zisheng Cao
Lei Zhang
3DH
291
318
0
30 Sep 2020
Deep-3DAligner: Unsupervised 3D Point Set Registration Network With
  Optimizable Latent Vector
Deep-3DAligner: Unsupervised 3D Point Set Registration Network With Optimizable Latent Vector
Lingjing Wang
Xiang Li
Yi Fang
3DPC
102
3
0
29 Sep 2020
EIS -- a family of activation functions combining Exponential, ISRU, and
  Softplus
EIS -- a family of activation functions combining Exponential, ISRU, and Softplus
Koushik Biswas
Sandeep Kumar
Shilpak Banerjee
A. Pandey
102
2
0
28 Sep 2020
Linear Convergence of Generalized Mirror Descent with Time-Dependent
  Mirrors
Linear Convergence of Generalized Mirror Descent with Time-Dependent Mirrors
Adityanarayanan Radhakrishnan
M. Belkin
Caroline Uhler
182
10
0
18 Sep 2020
Review: Deep Learning in Electron Microscopy
Review: Deep Learning in Electron Microscopy
Jeffrey M. Ede
949
90
0
17 Sep 2020
Question Directed Graph Attention Network for Numerical Reasoning over
  Text
Question Directed Graph Attention Network for Numerical Reasoning over TextConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Kunlong Chen
Weidi Xu
Xingyi Cheng
Zou Xiaochuan
Yuyu Zhang
Le Song
Taifeng Wang
Yuan Qi
Wei Chu
AIMatOOD
207
68
0
16 Sep 2020
Advanced Graph-Based Deep Learning for Probabilistic Type Inference
Advanced Graph-Based Deep Learning for Probabilistic Type Inference
Fangke Ye
Jisheng Zhao
Vivek Sarkar
BDLGNN
110
3
0
13 Sep 2020
Activate or Not: Learning Customized Activation
Activate or Not: Learning Customized ActivationComputer Vision and Pattern Recognition (CVPR), 2020
Ningning Ma
Xinming Zhang
Ming Liu
Jian Sun
228
132
0
10 Sep 2020
Addressing Fairness in Classification with a Model-Agnostic
  Multi-Objective Algorithm
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective AlgorithmConference on Uncertainty in Artificial Intelligence (UAI), 2020
Kirtan Padh
Diego Antognini
Emma Lejal Glaude
Boi Faltings
C. Musat
FaML
263
37
0
09 Sep 2020
Online trajectory recovery from offline handwritten Japanese kanji
  characters
Online trajectory recovery from offline handwritten Japanese kanji charactersInternational Conference on Pattern Recognition (ICPR), 2020
Hung Tuan Nguyen
Tsubasa Nakamura
C. Nguyen
M. Nakagawa
122
15
0
09 Sep 2020
Improved Trainable Calibration Method for Neural Networks on Medical
  Imaging Classification
Improved Trainable Calibration Method for Neural Networks on Medical Imaging ClassificationBritish Machine Vision Conference (BMVC), 2020
G. Liang
Yu Zhang
Xiaoqin Wang
Nathan Jacobs
UQCV
162
73
0
09 Sep 2020
TanhSoft -- a family of activation functions combining Tanh and Softplus
TanhSoft -- a family of activation functions combining Tanh and Softplus
Koushik Biswas
Sandeep Kumar
Shilpak Banerjee
A. Pandey
134
6
0
08 Sep 2020
Multivariate Time-series Anomaly Detection via Graph Attention Network
Multivariate Time-series Anomaly Detection via Graph Attention NetworkIndustrial Conference on Data Mining (IDM), 2020
Hang Zhao
Yujing Wang
Juanyong Duan
Congrui Huang
Defu Cao
Yunhai Tong
Bixiong Xu
Jing Bai
Jie Tong
Tao Gui
AI4TS
175
602
0
04 Sep 2020
Deep Generative Model for Image Inpainting with Local Binary Pattern
  Learning and Spatial Attention
Deep Generative Model for Image Inpainting with Local Binary Pattern Learning and Spatial AttentionIEEE transactions on multimedia (TMM), 2020
Haiwei Wu
Jiantao Zhou
Yuanman Li
152
68
0
02 Sep 2020
Privacy Leakage of SIFT Features via Deep Generative Model based Image
  Reconstruction
Privacy Leakage of SIFT Features via Deep Generative Model based Image ReconstructionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2020
Haiwei Wu
Jiantao Zhou
98
14
0
02 Sep 2020
Real-time Prediction of COVID-19 related Mortality using Electronic
  Health Records
Real-time Prediction of COVID-19 related Mortality using Electronic Health RecordsNature Communications (Nat Commun), 2020
Patrick Schwab
Arash Mehrjou
S. Parbhoo
Leo Anthony Celi
J. Hetzel
M. Hofer
Bernhard Schölkopf
Stefan Bauer
107
52
0
31 Aug 2020
Using Machine Learning for Particle Track Identification in the CLAS12
  Detector
Using Machine Learning for Particle Track Identification in the CLAS12 DetectorComputer Physics Communications (CPC), 2020
Polykarpos Thomadakis
A. Angelopoulos
G. Gavalian
Nikos Chrisochoides
VOT
50
10
0
28 Aug 2020
NAS-DIP: Learning Deep Image Prior with Neural Architecture Search
NAS-DIP: Learning Deep Image Prior with Neural Architecture SearchEuropean Conference on Computer Vision (ECCV), 2020
Yunpeng Chen
Chen Gao
Esther Robb
Jia-Bin Huang
177
59
0
26 Aug 2020
An End-to-End Attack on Text-based CAPTCHAs Based on Cycle-Consistent
  Generative Adversarial Network
An End-to-End Attack on Text-based CAPTCHAs Based on Cycle-Consistent Generative Adversarial NetworkNeurocomputing (Neurocomputing), 2020
Chunhui Li
Xingshu Chen
Haizhou Wang
Yu Zhang
Peiming Wang
AAML
102
29
0
26 Aug 2020
Learning Camera-Aware Noise Models
Learning Camera-Aware Noise Models
Kelvin Chang
Ren Wang
Hung-Jin Lin
Yu-Lun Liu
Chia-Ping Chen
Yu-Lin Chang
Hwann-Tzong Chen
147
58
0
21 Aug 2020
BOIL: Towards Representation Change for Few-shot Learning
BOIL: Towards Representation Change for Few-shot Learning
Jaehoon Oh
Hyungjun Yoo
ChangHwan Kim
Seyoung Yun
203
9
0
20 Aug 2020
Person image generation with semantic attention network for person
  re-identification
Person image generation with semantic attention network for person re-identification
Meichen Liu
Ke-jun Wang
Juihang Ji
Shiwei Gan
GAN
151
2
0
18 Aug 2020
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