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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
Corneal endothelium assessment in specular microscopy images with Fuchs'
  dystrophy via deep regression of signed distance maps
Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance mapsBiomedical Optics Express (BOE), 2022
J. Sierra
Jesús Pineda
Daniela Rueda
A. Tello
A. M. Prada
V. Galvis
Giovanni Volpe
M. S. Millán
L. Romero
A. Marrugo
105
12
0
13 Oct 2022
HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial
  Networks
HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Georg Wolflein
I. Um
David J. Harrison
Ognjen Arandjelovic
MedIm
168
6
0
13 Oct 2022
Scalable Neural Video Representations with Learnable Positional Features
Scalable Neural Video Representations with Learnable Positional FeaturesNeural Information Processing Systems (NeurIPS), 2022
Subin Kim
Sihyun Yu
Jaeho Lee
Jinwoo Shin
192
42
0
13 Oct 2022
Adversarial Speaker-Consistency Learning Using Untranscribed Speech Data
  for Zero-Shot Multi-Speaker Text-to-Speech
Adversarial Speaker-Consistency Learning Using Untranscribed Speech Data for Zero-Shot Multi-Speaker Text-to-SpeechAsia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2022
Byoung Jin Choi
Myeonghun Jeong
Minchan Kim
Sung Hwan Mun
N. Kim
DiffM
202
6
0
12 Oct 2022
Match Cutting: Finding Cuts with Smooth Visual Transitions
Match Cutting: Finding Cuts with Smooth Visual TransitionsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Boris Chen
Amir Ziai
Rebecca Tucker
Yuchen Xie
VGen
266
17
0
11 Oct 2022
SML:Enhance the Network Smoothness with Skip Meta Logit for CTR
  Prediction
SML:Enhance the Network Smoothness with Skip Meta Logit for CTR Prediction
Wenlong Deng
Lang Lang
Ziqiang Liu
B. Liu
165
0
0
09 Oct 2022
Boost Event-Driven Tactile Learning with Location Spiking Neurons
Boost Event-Driven Tactile Learning with Location Spiking NeuronsFrontiers in Neuroscience (Front. Neurosci.), 2022
Pengxin Kang
Srutarshi Banerjee
Henry H. Chopp
Aggelos K. Katsaggelos
O. Cossairt
199
19
0
09 Oct 2022
Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet
  Effective Baseline
Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective BaselineACM Multimedia (ACM MM), 2022
Yuan-Gen Wang
Leyan Zhu
Shaofei Huang
Tianrui Hui
Xiaojie Li
Haiwei Yang
Si Liu
185
11
0
06 Oct 2022
Learning to Collocate Visual-Linguistic Neural Modules for Image
  Captioning
Learning to Collocate Visual-Linguistic Neural Modules for Image CaptioningInternational Journal of Computer Vision (IJCV), 2022
Xu Yang
Hanwang Zhang
Chongyang Gao
Jianfei Cai
MLLM
273
10
0
04 Oct 2022
EraseNet: A Recurrent Residual Network for Supervised Document Cleaning
EraseNet: A Recurrent Residual Network for Supervised Document CleaningSocial Science Research Network (SSRN), 2022
Yashowardhan Shinde
Kishore Kulkarni
Sachin Kuberkar
249
0
0
03 Oct 2022
A Graph Neural Network Approach to Automated Model Building in Cryo-EM
  Maps
A Graph Neural Network Approach to Automated Model Building in Cryo-EM MapsInternational Conference on Learning Representations (ICLR), 2022
Kiarash Jamali
D. Kimanius
S. Scheres
3DV
109
31
0
30 Sep 2022
Cyclegan Network for Sheet Metal Welding Drawing Translation
Cyclegan Network for Sheet Metal Welding Drawing TranslationSocial Science Research Network (SSRN), 2022
Zhiwei Song
Hui Yao
Dan Tian
Gaohui Zhan
GANAI4CE
132
1
0
28 Sep 2022
Adma-GAN: Attribute-Driven Memory Augmented GANs for Text-to-Image
  Generation
Adma-GAN: Attribute-Driven Memory Augmented GANs for Text-to-Image GenerationACM Multimedia (ACM MM), 2022
Xintian Wu
Hanbin Zhao
Liangli Zheng
Shouhong Ding
Xi Li
178
16
0
28 Sep 2022
SFS-A68: a dataset for the segmentation of space functions in apartment
  buildings
SFS-A68: a dataset for the segmentation of space functions in apartment buildings
Amir Ziaee
G. Suter
104
5
0
13 Sep 2022
Deep Learning Models for Detecting Malware Attacks
Deep Learning Models for Detecting Malware Attacks
Pascal Maniriho
A. N. Mahmood
M. Chowdhury
AAML
241
8
0
08 Sep 2022
How important are activation functions in regression and classification?
  A survey, performance comparison, and future directions
How important are activation functions in regression and classification? A survey, performance comparison, and future directionsJournal of Machine Learning for Modeling and Computing (JMLMC), 2022
Ameya Dilip Jagtap
George Karniadakis
AI4CE
609
93
0
06 Sep 2022
Spatial-Temporal Transformer for Video Snapshot Compressive Imaging
Spatial-Temporal Transformer for Video Snapshot Compressive ImagingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Lishun Wang
Miao Cao
Yong Zhong
Xin Yuan
185
62
0
04 Sep 2022
Synthetic Latent Fingerprint Generator
Synthetic Latent Fingerprint GeneratorIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
André Brasil Vieira Wyzykowski
A.K. Jain
150
16
0
29 Aug 2022
ssFPN: Scale Sequence (S^2) Feature Based-Feature Pyramid Network for
  Object Detection
ssFPN: Scale Sequence (S^2) Feature Based-Feature Pyramid Network for Object Detection
Hye-Jin Park
Y. Choi
Young-Woon Lee
Byung-Gyu Kim
ObjD
143
18
0
24 Aug 2022
A Concept and Argumentation based Interpretable Model in High Risk
  Domains
A Concept and Argumentation based Interpretable Model in High Risk Domains
Haixiao Chi
Dawei Wang
Gaojie Cui
Feng Mao
Beishui Liao
207
1
0
17 Aug 2022
Regularizing Deep Neural Networks with Stochastic Estimators of Hessian
  Trace
Regularizing Deep Neural Networks with Stochastic Estimators of Hessian Trace
Yucong Liu
Shixing Yu
Tong Lin
212
4
0
11 Aug 2022
Language-Guided Face Animation by Recurrent StyleGAN-based Generator
Language-Guided Face Animation by Recurrent StyleGAN-based GeneratorIEEE transactions on multimedia (IEEE TMM), 2022
Tiankai Hang
Huan Yang
Bei Liu
Jianlong Fu
Xin Geng
B. Guo
VGen
280
15
0
11 Aug 2022
PROFET: Profiling-based CNN Training Latency Prophet for GPU Cloud
  Instances
PROFET: Profiling-based CNN Training Latency Prophet for GPU Cloud Instances
Sungjae Lee
Y. Hur
Subin Park
Kyungyong Lee
171
2
0
10 Aug 2022
NNSmith: Generating Diverse and Valid Test Cases for Deep Learning
  Compilers
NNSmith: Generating Diverse and Valid Test Cases for Deep Learning CompilersInternational Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2022
Jiawei Liu
Jinkun Lin
Fabian Ruffy
Cheng Tan
Jinyang Li
Aurojit Panda
Lingming Zhang
277
101
0
26 Jul 2022
dCAM: Dimension-wise Class Activation Map for Explaining Multivariate
  Data Series Classification
dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification
Paul Boniol
M. Meftah
E. Remy
Themis Palpanas
AI4TS
131
32
0
25 Jul 2022
Surrey System for DCASE 2022 Task 5: Few-shot Bioacoustic Event
  Detection with Segment-level Metric Learning
Surrey System for DCASE 2022 Task 5: Few-shot Bioacoustic Event Detection with Segment-level Metric Learning
Haohe Liu
Xubo Liu
Xinhao Mei
Qiuqiang Kong
Wenwu Wang
Mark D. Plumbley
101
11
0
21 Jul 2022
Latent-Domain Predictive Neural Speech Coding
Latent-Domain Predictive Neural Speech CodingIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Xue Jiang
Xiulian Peng
Huaying Xue
Yuan Zhang
Yan Lu
248
22
0
18 Jul 2022
Segment-level Metric Learning for Few-shot Bioacoustic Event Detection
Segment-level Metric Learning for Few-shot Bioacoustic Event DetectionWorkshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2022
Haohe Liu
Xubo Liu
Xinhao Mei
Qiuqiang Kong
Wenwu Wang
Mark D. Plumbley
162
8
0
15 Jul 2022
SURIMI: Supervised Radio Map Augmentation with Deep Learning and a
  Generative Adversarial Network for Fingerprint-based Indoor Positioning
SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor PositioningInternational Conference on Indoor Positioning and Indoor Navigation (IPIN), 2022
Darwin Quezada-Gaibor
J. Torres-Sospedra
J. Nurmi
Y. Koucheryavy
J. Huerta
GAN
132
14
0
13 Jul 2022
Subband-based Generative Adversarial Network for Non-parallel
  Many-to-many Voice Conversion
Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion
Jianchun Ma
Zhedong Zheng
Hao Fei
Feng Zheng
Tat-Seng Chua
Yi Yang
GAN
167
0
0
13 Jul 2022
Certified Adversarial Robustness via Anisotropic Randomized Smoothing
Certified Adversarial Robustness via Anisotropic Randomized Smoothing
Hanbin Hong
Yuan Hong
AAML
226
6
0
12 Jul 2022
AutoSpeed: A Linked Autoencoder Approach for Pulse-Echo Speed-of-Sound
  Imaging for Medical Ultrasound
AutoSpeed: A Linked Autoencoder Approach for Pulse-Echo Speed-of-Sound Imaging for Medical Ultrasound
Farnaz Khun Jush
M. Biele
P. Dueppenbecker
Andreas Maier
OOD
138
2
0
04 Jul 2022
Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian
  Shape Framework
Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape FrameworkInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Haoran Dou
Luyi Han
Yu-shuang He
Jun Xu
Nishant Ravikumar
R. Mann
Alejandro F. Frangi
P. Yap
Yunzhi Huang
96
4
0
30 Jun 2022
LiDAR-as-Camera for End-to-End Driving
LiDAR-as-Camera for End-to-End DrivingItalian National Conference on Sensors (INS), 2022
Ardi Tampuu
Romet Aidla
J. Gent
Tambet Matiisen
112
21
0
30 Jun 2022
Improving Correlation Capture in Generating Imbalanced Data using
  Differentially Private Conditional GANs
Improving Correlation Capture in Generating Imbalanced Data using Differentially Private Conditional GANs
Chang Sun
J. V. Soest
Michel Dumontier
SyDa
133
2
0
28 Jun 2022
Adversarial Robustness of Deep Neural Networks: A Survey from a Formal
  Verification Perspective
Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification PerspectiveIEEE Transactions on Dependable and Secure Computing (TDSC), 2022
Mark Huasong Meng
Guangdong Bai
Sin Gee Teo
Zhe Hou
Yan Xiao
Yun Lin
Jin Song Dong
AAML
197
62
0
24 Jun 2022
A novel adversarial learning strategy for medical image classification
A novel adversarial learning strategy for medical image classification
Zong Fan
Xiaohui Zhang
Jacob A. Gasienica
Jennifer Potts
S. Ruan
W. Thorstad
Hiram Gay
Pengfei Song
Xiaowei Wang
Hua Li
GANMedIm
243
6
0
23 Jun 2022
Piecewise Linear Neural Networks and Deep Learning
Piecewise Linear Neural Networks and Deep LearningNature Reviews Methods Primers (NRMP), 2022
Qinghua Tao
Li Li
Xiaolin Huang
Xiangming Xi
Shuning Wang
Johan A. K. Suykens
152
38
0
18 Jun 2022
Language with Vision: a Study on Grounded Word and Sentence Embeddings
Language with Vision: a Study on Grounded Word and Sentence EmbeddingsBehavior Research Methods (BRM), 2022
Hassan Shahmohammadi
Maria Heitmeier
Elnaz Shafaei-Bajestan
Hendrik P. A. Lensch
Harald Baayen
213
14
0
17 Jun 2022
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation
Unknown-Aware Domain Adversarial Learning for Open-Set Domain AdaptationNeural Information Processing Systems (NeurIPS), 2022
Joonho Jang
Byeonghu Na
DongHyeok Shin
Mingi Ji
Kyungwoo Song
Il-Chul Moon
209
64
0
15 Jun 2022
Scaling ResNets in the Large-depth Regime
Scaling ResNets in the Large-depth Regime
Pierre Marion
Adeline Fermanian
Gérard Biau
Jean-Philippe Vert
387
18
0
14 Jun 2022
DPCN++: Differentiable Phase Correlation Network for Versatile Pose
  Registration
DPCN++: Differentiable Phase Correlation Network for Versatile Pose RegistrationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Zexi Chen
Yiyi Liao
Haozhe Du
Haodong Zhang
Xuecheng Xu
Haojian Lu
R. Xiong
Yue Wang
144
3
0
12 Jun 2022
Deep Learning-based Finite Element Analysis (FEA) surrogate for sub-sea
  pressure vessel
Deep Learning-based Finite Element Analysis (FEA) surrogate for sub-sea pressure vessel
Harsh Vardhan
J. Sztipanovits
AI4CE
132
1
0
06 Jun 2022
Perceptual Learned Source-Channel Coding for High-Fidelity Image
  Semantic Transmission
Perceptual Learned Source-Channel Coding for High-Fidelity Image Semantic TransmissionGlobal Communications Conference (GLOBECOM), 2022
Jun Wang
Sixian Wang
Jincheng Dai
Zhongwei Si
Dekun Zhou
K. Niu
174
40
0
26 May 2022
Constrained Monotonic Neural Networks
Constrained Monotonic Neural NetworksInternational Conference on Machine Learning (ICML), 2022
D. Runje
Sharath M. Shankaranarayana
224
33
0
24 May 2022
DProQ: A Gated-Graph Transformer for Protein Complex Structure
  Assessment
DProQ: A Gated-Graph Transformer for Protein Complex Structure Assessment
Xiao Chen
Alex Morehead
Jian Liu
Jianlin Cheng
165
7
0
21 May 2022
Making Pretrained Language Models Good Long-tailed Learners
Making Pretrained Language Models Good Long-tailed LearnersConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chen Zhang
Lei Ren
Jingang Wang
Wei Wu
Dawei Song
RALMVLM
208
9
0
11 May 2022
N-ACT: An Interpretable Deep Learning Model for Automatic Cell Type and
  Salient Gene Identification
N-ACT: An Interpretable Deep Learning Model for Automatic Cell Type and Salient Gene IdentificationbioRxiv (bioRxiv), 2022
Abbas-Ali Heydari
Oscar A. Davalos
K. Hoyer
Suzanne S. Sindi
95
3
0
08 May 2022
Learning Disentangled Textual Representations via Statistical Measures
  of Similarity
Learning Disentangled Textual Representations via Statistical Measures of SimilarityAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Pierre Colombo
Guillaume Staerman
Nathan Noiry
Pablo Piantanida
FaMLDRL
382
22
0
07 May 2022
Attentive activation function for improving end-to-end spoofing
  countermeasure systems
Attentive activation function for improving end-to-end spoofing countermeasure systems
Woohyun Kang
Jahangir Alam
A. Fathan
AAML
99
1
0
03 May 2022
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