Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1908.03265
Cited By
v1
v2
v3
v4 (latest)
On the Variance of the Adaptive Learning Rate and Beyond
8 August 2019
Liyuan Liu
Haoming Jiang
Pengcheng He
Weizhu Chen
Xiaodong Liu
Jianfeng Gao
Jiawei Han
ODL
Re-assign community
ArXiv (abs)
PDF
HTML
Github (2548★)
Papers citing
"On the Variance of the Adaptive Learning Rate and Beyond"
50 / 864 papers shown
Title
Hierarchical Attention-based Age Estimation and Bias Estimation
Shakediel Hiba
Y. Keller
CVBM
75
11
0
17 Mar 2021
Towards Indirect Top-Down Road Transport Emissions Estimation
R. Mukherjee
Derek M. Rollend
Gordon A. Christie
Armin Hadzic
Sally Matson
Anshu Saksena
Marisa Hughes
27
7
0
16 Mar 2021
Learning spectro-temporal representations of complex sounds with parameterized neural networks
Rachid Riad
Julien Karadayi
Anne-Catherine Bachoud-Lévi
Emmanuel Dupoux
49
7
0
12 Mar 2021
Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control
Federico Venturini
Federico Mason
Francesco Pase
Federico Chiariotti
Alberto Testolin
Andrea Zanella
M. Zorzi
68
35
0
08 Mar 2021
Auto-tuning of Deep Neural Networks by Conflicting Layer Removal
David Peer
Sebastian Stabinger
A. Rodríguez-Sánchez
35
4
0
07 Mar 2021
Enhanced 3D Human Pose Estimation from Videos by using Attention-Based Neural Network with Dilated Convolutions
Ruixu Liu
Ju Shen
He Wang
Chong Chen
S. Cheung
V. Asari
3DH
70
31
0
04 Mar 2021
RotoGrad: Gradient Homogenization in Multitask Learning
Adrián Javaloy
Isabel Valera
106
89
0
03 Mar 2021
LQResNet: A Deep Neural Network Architecture for Learning Dynamic Processes
P. Goyal
P. Benner
AI4CE
33
11
0
03 Mar 2021
Reverb Conversion of Mixed Vocal Tracks Using an End-to-end Convolutional Deep Neural Network
Junghyun Koo
Seungryeol Paik
Kyogu Lee
71
16
0
03 Mar 2021
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute
Tao Lei
RALM
VLM
149
49
0
24 Feb 2021
Probabilistic Spatial Analysis in Quantitative Microscopy with Uncertainty-Aware Cell Detection using Deep Bayesian Regression of Density Maps
Alvaro Gomariz
Tiziano Portenier
C. Nombela-Arrieta
O. Goksel
UQCV
60
7
0
23 Feb 2021
Improving Deep Learning Sound Events Classifiers using Gram Matrix Feature-wise Correlations
Antonio Joia Neto
André G. C. Pacheco
D. Luvizon
35
4
0
23 Feb 2021
ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising
Kanggeun Lee
Won-Ki Jeong
56
36
0
19 Feb 2021
AI-SARAH: Adaptive and Implicit Stochastic Recursive Gradient Methods
Zheng Shi
Abdurakhmon Sadiev
Nicolas Loizou
Peter Richtárik
Martin Takávc
ODL
84
13
0
19 Feb 2021
Towards Solving the DeepFake Problem : An Analysis on Improving DeepFake Detection using Dynamic Face Augmentation
Sowmen Das
Selim S. Seferbekov
Arup Datta
Md. Saiful Islam
Md Ruhul Amin
CVBM
75
66
0
18 Feb 2021
GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training
Chen Zhu
Renkun Ni
Zheng Xu
Kezhi Kong
Wenjie Huang
Tom Goldstein
ODL
121
56
0
16 Feb 2021
A Sub-band Approach to Deep Denoising Wavelet Networks and a Frequency-adaptive Loss for Perceptual Quality
Çağlar Aytekin
S. Alenius
D. Paliy
Juuso Grén
20
3
0
16 Feb 2021
Hierarchical Transformer-based Large-Context End-to-end ASR with Large-Context Knowledge Distillation
Ryo Masumura
Naoki Makishima
Mana Ihori
Akihiko Takashima
Tomohiro Tanaka
Shota Orihashi
77
29
0
16 Feb 2021
PeriodNet: A non-autoregressive waveform generation model with a structure separating periodic and aperiodic components
Yukiya Hono
Shinji Takaki
Kei Hashimoto
Keiichiro Oura
Yoshihiko Nankaku
K. Tokuda
69
16
0
15 Feb 2021
Learning Intra-Batch Connections for Deep Metric Learning
Jenny Seidenschwarz
Ismail Elezi
Laura Leal-Taixé
FedML
81
54
0
15 Feb 2021
OmniDet: Surround View Cameras based Multi-task Visual Perception Network for Autonomous Driving
Varun Ravi Kumar
S. Yogamani
Hazem Rashed
Ganesh Sitsu
Christian Witt
Isabelle Leang
Stefan Milz
Patrick Mäder
106
92
0
15 Feb 2021
Estimating Nonplanar Flow from 2D Motion-blurred Widefield Microscopy Images via Deep Learning
Adrian Shajkofci
M. Liebling
MedIm
37
0
0
14 Feb 2021
Improving Zero-shot Neural Machine Translation on Language-specific Encoders-Decoders
Junwei Liao
Yu Shi
Ming Gong
Linjun Shou
Hong Qu
Michael Zeng
58
11
0
12 Feb 2021
Onoma-to-wave: Environmental sound synthesis from onomatopoeic words
Yuki Okamoto
Keisuke Imoto
Shinnosuke Takamichi
Ryosuke Yamanishi
Takahiro Fukumori
Y. Yamashita
47
14
0
11 Feb 2021
An Adaptive Stochastic Sequential Quadratic Programming with Differentiable Exact Augmented Lagrangians
Sen Na
M. Anitescu
Mladen Kolar
85
44
0
10 Feb 2021
Learning the exchange-correlation functional from nature with fully differentiable density functional theory
M. F. Kasim
S. Vinko
149
68
0
08 Feb 2021
Only a Matter of Style: Age Transformation Using a Style-Based Regression Model
Yuval Alaluf
Or Patashnik
Daniel Cohen-Or
75
141
0
04 Feb 2021
Impact of Sound Duration and Inactive Frames on Sound Event Detection Performance
Keisuke Imoto
Sakiko Mishima
Yumi Arai
Reishi Kondo
50
20
0
03 Feb 2021
Gaze-based dual resolution deep imitation learning for high-precision dexterous robot manipulation
Heecheol Kim
Yoshiyuki Ohmura
Yasuo Kuniyoshi
116
25
0
02 Feb 2021
Automated Deep Learning Analysis of Angiography Video Sequences for Coronary Artery Disease
Chengyang Zhou
Thao Vy Dinh
Heyi Kong
J. Yap
K. Yeo
H. Lee
Kaicheng Liang
84
13
0
29 Jan 2021
Multilingual and cross-lingual document classification: A meta-learning approach
Niels van der Heijden
H. Yannakoudakis
Pushkar Mishra
Ekaterina Shutova
VLM
70
24
0
27 Jan 2021
Multi-view Integration Learning for Irregularly-sampled Clinical Time Series
Yurim Lee
E. Jun
Heung-Il Suk
AI4TS
36
0
0
25 Jan 2021
Knowledge Generation -- Variational Bayes on Knowledge Graphs
Florian Wolf
BDL
27
0
0
21 Jan 2021
Improved parallel WaveGAN vocoder with perceptually weighted spectrogram loss
Eunwoo Song
Ryuichi Yamamoto
Min-Jae Hwang
Jin-Seob Kim
Ohsung Kwon
Jae-Min Kim
61
14
0
19 Jan 2021
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects
Muhammad Ahmad
Sidrah Shabbir
Swalpa Kumar Roy
Danfeng Hong
Xin Wu
Jing Yao
A. Khan
Manuel Mazzara
Salvatore Distefano
Jocelyn Chanussot
170
260
0
15 Jan 2021
Density Compensated Unrolled Networks for Non-Cartesian MRI Reconstruction
Zaccharie Ramzi
Jean-Luc Starck
P. Ciuciu
68
19
0
05 Jan 2021
Advances in Electron Microscopy with Deep Learning
Jeffrey M. Ede
105
3
0
04 Jan 2021
Optimizing Deeper Transformers on Small Datasets
Peng Xu
Dhruv Kumar
Wei Yang
Wenjie Zi
Keyi Tang
Chenyang Huang
Jackie C.K. Cheung
S. Prince
Yanshuai Cao
AI4CE
113
69
0
30 Dec 2020
Variance Reduction on General Adaptive Stochastic Mirror Descent
Wenjie Li
Zhanyu Wang
Yichen Zhang
Guang Cheng
73
4
0
26 Dec 2020
Self-Supervised Multimodal Domino: in Search of Biomarkers for Alzheimer's Disease
A. Fedorov
Tristan Sylvain
Eloy P. T. Geenjaar
Margaux Luck
Lei Wu
T. DeRamus
Alex Kirilin
Dmitry Bleklov
Vince D. Calhoun
Sergey Plis
SSL
68
13
0
25 Dec 2020
On self-supervised multi-modal representation learning: An application to Alzheimer's disease
A. Fedorov
Lei Wu
Tristan Sylvain
Margaux Luck
T. DeRamus
Dmitry Bleklov
Sergey Plis
Vince D. Calhoun
SSL
30
16
0
25 Dec 2020
Time-Travel Rephotography
Xuan Luo
X. Zhang
Paul D. Yoo
Ricardo Martín Brualla
Jason Lawrence
S. M. Seitz
125
32
0
22 Dec 2020
Dynamic Traffic Modeling From Overhead Imagery
Scott Workman
Nathan Jacobs
63
17
0
18 Dec 2020
On Modality Bias in the TVQA Dataset
T. Winterbottom
S. Xiao
A. McLean
Noura Al Moubayed
87
35
0
18 Dec 2020
Intrinsic Temporal Regularization for High-resolution Human Video Synthesis
Lingbo Yang
Zhanning Gao
Peiran Ren
Siwei Ma
Wen Gao
3DH
121
1
0
11 Dec 2020
GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification
Daoming Zong
Shiliang Sun
41
9
0
10 Dec 2020
Noise2Kernel: Adaptive Self-Supervised Blind Denoising using a Dilated Convolutional Kernel Architecture
Kanggeun Lee
Won-Ki Jeong
64
18
0
07 Dec 2020
AI-enabled Prediction of eSports Player Performance Using the Data from Heterogeneous Sensors
Anton Smerdov
Evgeny Burnaev
A. Somov
Anton Stepanov
56
1
0
07 Dec 2020
SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images
K. Yan
Jinzheng Cai
D. Jin
S. Miao
Dazhou Guo
Adam P. Harrison
Youbao Tang
Jing Xiao
Jingjing Lu
Le Lu
MedIm
103
86
0
04 Dec 2020
Make One-Shot Video Object Segmentation Efficient Again
Tim Meinhardt
Laura Leal-Taixe
VOS
51
42
0
03 Dec 2020
Previous
1
2
3
...
12
13
14
...
16
17
18
Next