Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1512.07108
Cited By
v1
v2
v3
v4
v5
v6 (latest)
Recent Advances in Convolutional Neural Networks
22 December 2015
Jiuxiang Gu
Zhenhua Wang
Jason Kuen
Lianyang Ma
Amir Shahroudy
Bing Shuai
Ting Liu
Xingxing Wang
Li Wang
Gang Wang
Jianfei Cai
Tsuhan Chen
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Recent Advances in Convolutional Neural Networks"
50 / 510 papers shown
Title
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks
International Conference on Machine Learning (ICML), 2022
Haoran You
Baopu Li
Huihong Shi
Y. Fu
Yingyan Lin
317
18
0
17 May 2022
DcnnGrasp: Towards Accurate Grasp Pattern Recognition with Adaptive Regularizer Learning
Science China Information Sciences (Sci. China Inf. Sci.), 2022
Xiaoqin Zhang
Ziwei Huang
Jingjing Zheng
Shuo Wang
Xianta Jiang
120
4
0
11 May 2022
Affective Medical Estimation and Decision Making via Visualized Learning and Deep Learning
M. Eslami
Solale Tabarestani
Ehsan Adeli
G. Elwyn
T. Elze
Mengyu Wang
Nazlee Zebardast
Nassir Navab
M. Adjouadi
136
0
0
09 May 2022
Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma
Biomedical Signal Processing and Control (BSPC), 2022
Liangrui Pan
Hetian Wang
Lian-min Wang
Boya Ji
Mingting Liu
M. Chongcheawchamnan
Yuan Jin
Shaoliang Peng
ViT
MedIm
122
38
0
29 Apr 2022
Unified Pretraining Framework for Document Understanding
Neural Information Processing Systems (NeurIPS), 2022
Jiuxiang Gu
Jason Kuen
Vlad I. Morariu
Handong Zhao
Nikolaos Barmpalios
R. Jain
A. Nenkova
Tong Sun
203
111
0
22 Apr 2022
Exploring Hidden Semantics in Neural Networks with Symbolic Regression
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2022
Yuanzhen Luo
Qiang Lu
Xilei Hu
Jake Luo
Zhiguang Wang
116
3
0
22 Apr 2022
Semantic interpretation for convolutional neural networks: What makes a cat a cat?
Advancement of science (AS), 2022
Haonan Xu
Yuntian Chen
Dongxiao Zhang
FAtt
138
3
0
16 Apr 2022
A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic
Mechanical systems and signal processing (MSSP), 2022
Barbara Z Cunha
C. Droz
A. Zine
Stéphane Foulard
M. Ichchou
AI4CE
197
117
0
13 Apr 2022
Reliable Visualization for Deep Speaker Recognition
Interspeech (Interspeech), 2022
Pengqi Li
Lantian Li
A. Hamdulla
Dong Wang
HAI
180
11
0
08 Apr 2022
Identification and classification of exfoliated graphene flakes from microscopy images using a hierarchical deep convolutional neural network
Engineering applications of artificial intelligence (EAAI), 2022
Soroush Mahjoubi
Fan Ye
Yi Bao
Weina Meng
Xian Zhang
83
14
0
29 Mar 2022
End-to-End Learned Block-Based Image Compression with Block-Level Masked Convolutions and Asymptotic Closed Loop Training
Fatih Kamisli
163
2
0
22 Mar 2022
Parametric Scaling of Preprocessing assisted U-net Architecture for Improvised Retinal Vessel Segmentation
Kundan Kumar
Sumanshu Agarwal
MedIm
78
0
0
18 Mar 2022
Knowledge Graph-Enabled Text-Based Automatic Personality Prediction
Computational Intelligence and Neuroscience (CIN), 2022
Majid Ramezani
M. Feizi-Derakhshi
M. Balafar
180
22
0
17 Mar 2022
Physico-chemical properties extraction from the fluorescence spectrum with 1D-convolutional neural networks: application to olive oil
F. Venturini
Michela Sperti
Umberto Michelucci
Arnaud Gucciardi
Vanessa M. Martos
M. Deriu
47
2
0
14 Mar 2022
Exploration of Various Deep Learning Models for Increased Accuracy in Automatic Polyp Detection
Ariel E. Isidro
Arnel C. Fajardo
Alexander A. Hernandez
MedIm
74
0
0
04 Mar 2022
A Principled Design of Image Representation: Towards Forensic Tasks
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Shuren Qi
Yushu Zhang
Chao Wang
Jiantao Zhou
Xiaochun Cao
404
25
0
02 Mar 2022
Tricks and Plugins to GBM on Images and Sequences
Biyi Fang
J. Utke
Diego Klabjan
173
0
0
01 Mar 2022
A multi-task learning for cavitation detection and cavitation intensity recognition of valve acoustic signals
Engineering applications of artificial intelligence (EAAI), 2022
Yufei Sha
J. Faber
S. Gou
Bonnie M. Liu
Wei Li
...
T. Steckenreiter
D. Vnucec
Nadine Wetzstein
A. Widl
Kai Zhou
145
30
0
01 Mar 2022
Developing Imperceptible Adversarial Patches to Camouflage Military Assets From Computer Vision Enabled Technologies
Christopher Wise
Jo Plested
AAML
112
8
0
17 Feb 2022
Towards Predicting Fine Finger Motions from Ultrasound Images via Kinematic Representation
IEEE International Conference on Robotics and Automation (ICRA), 2022
Dean Zadok
Oren Salzman
A. Wolf
A. Bronstein
115
7
0
10 Feb 2022
SAFE-OCC: A Novelty Detection Framework for Convolutional Neural Network Sensors and its Application in Process Control
Journal of Process Control (J. Process Control), 2022
J. Pulsipher
Luke D. J. Coutinho
Tyler A. Soderstrom
Victor M. Zavala
HAI
107
8
0
03 Feb 2022
Classification of White Blood Cell Leukemia with Low Number of Interpretable and Explainable Features
W. Lamberti
VLM
59
3
0
28 Jan 2022
Using Shape Metrics to Describe 2D Data Points
W. Lamberti
33
1
0
27 Jan 2022
A deep learning method based on patchwise training for reconstructing temperature field
Xingwen Peng
Xingchen Li
Zhiqiang Gong
Xiaoyu Zhao
Wen Yao
AI4CE
96
1
0
26 Jan 2022
Mixed X-Ray Image Separation for Artworks with Concealed Designs
IEEE Transactions on Image Processing (IEEE TIP), 2022
Wei Pu
Jun-Jie Huang
B. Sober
Nathan Daly
C. Higgitt
Ingrid Daubechies
Pier Luigi Dragotti
Miguel Rodigues
78
12
0
23 Jan 2022
Face Detection in Extreme Conditions: A Machine-learning Approach
Sameer Aqib Hashmi
CVBM
84
10
0
17 Jan 2022
Invariance encoding in sliced-Wasserstein space for image classification with limited training data
Pattern Recognition (Pattern Recogn.), 2022
M. Shifat-E.-Rabbi
Yan Zhuang
Shiying Li
A. Rubaiyat
Xuwang Yin
Gustavo K. Rohde
222
10
0
09 Jan 2022
Addressing Adversarial Machine Learning Attacks in Smart Healthcare Perspectives
A. Selvakkumar
S. Pal
Zahra Jadidi
AAML
155
16
0
16 Dec 2021
Latent Space Explanation by Intervention
Itai Gat
Guy Lorberbom
Idan Schwartz
Tamir Hazan
BDL
150
18
0
09 Dec 2021
CDGNet: A Cross-Time Dynamic Graph-based Deep Learning Model for Traffic Forecasting
Yuchen Fang
Yanjun Qin
Haiyong Luo
Fang Zhao
Liang Zeng
Bo Hui
Chenxing Wang
GNN
BDL
AI4TS
101
11
0
06 Dec 2021
Adversarial Attacks Against Deep Generative Models on Data: A Survey
Hui Sun
Tianqing Zhu
Zhiqiu Zhang
Dawei Jin
Wanlei Zhou
AAML
384
62
0
01 Dec 2021
Error Bounds for a Matrix-Vector Product Approximation with Deep ReLU Neural Networks
T. Getu
186
2
0
25 Nov 2021
Denoised Internal Models: a Brain-Inspired Autoencoder against Adversarial Attacks
Machine Intelligence Research (MIR), 2021
Kaiyuan Liu
Xingyu Li
Yu-Rui Lai
Hong Xie
Hang Su
Jiacheng Wang
Chunxu Guo
J. Guan
Yi Zhou
AAML
234
4
0
21 Nov 2021
COVID-19 Detection through Deep Feature Extraction
Jash Dalvi
A. Bohra
MedIm
102
2
0
21 Nov 2021
INTERN: A New Learning Paradigm Towards General Vision
Jing Shao
Siyu Chen
Yangguang Li
Kun Wang
Zhen-fei Yin
...
F. Yu
Junjie Yan
Dahua Lin
Xiaogang Wang
Yu Qiao
219
38
0
16 Nov 2021
A Survey on Adversarial Attacks for Malware Analysis
IEEE Access (IEEE Access), 2021
Kshitiz Aryal
Maanak Gupta
Mahmoud Abdelsalam
AAML
258
64
0
16 Nov 2021
Fully Linear Graph Convolutional Networks for Semi-Supervised Learning and Clustering
Yaoming Cai
Zijia Zhang
Z. Cai
Xiaobo Liu
Yao Ding
Pedram Ghamisi
FedML
123
2
0
15 Nov 2021
Impact of loss functions on the performance of a deep neural network designed to restore low-dose digital mammography
Hongming Shan
R. Vimieiro
L. Borges
M. Vieira
Ge Wang
MedIm
115
14
0
12 Nov 2021
Hybrid BYOL-ViT: Efficient approach to deal with small datasets
Safwen Naimi
Rien van Leeuwen
W. Souidène
S. B. Saoud
SSL
ViT
91
2
0
08 Nov 2021
Deep Learning Transformer Architecture for Named Entity Recognition on Low Resourced Languages: State of the art results
Conference on Computer Science and Information Systems (FedCSIS), 2021
Ridewaan Hanslo
137
12
0
01 Nov 2021
MERCURY: Accelerating DNN Training By Exploiting Input Similarity
International Symposium on High-Performance Computer Architecture (HPCA), 2021
Vahid Janfaza
Kevin Weston
Moein Razavi
Shantanu Mandal
Farabi Mahmud
Alex Hilty
A. Muzahid
223
6
0
28 Oct 2021
Parametric Variational Linear Units (PVLUs) in Deep Convolutional Networks
Aarush Gupta
Shikhar Ahuja
VLM
144
1
0
23 Oct 2021
Attend and Guide (AG-Net): A Keypoints-driven Attention-based Deep Network for Image Recognition
IEEE Transactions on Image Processing (TIP), 2021
Asish Bera
Zachary Wharton
Yonghuai Liu
Nikolaos Bessis
Ardhendu Behera
156
51
0
23 Oct 2021
A Dimensionality Reduction Approach for Convolutional Neural Networks
L. Meneghetti
N. Demo
G. Rozza
256
16
0
18 Oct 2021
Designing the Architecture of a Convolutional Neural Network Automatically for Diabetic Retinopathy Diagnosis
Fahman Saeed
M. Hussain
Hatim Aboalsamh
Fadwa Al Adel
A. Owaifeer
193
6
0
08 Oct 2021
SWAT Watershed Model Calibration using Deep Learning
M. Mudunuru
K. Son
Pin Jiang
X. Chen
160
4
0
06 Oct 2021
Traffic Flow Forecasting with Maintenance Downtime via Multi-Channel Attention-Based Spatio-Temporal Graph Convolutional Networks
Yuanjie Lu
Parastoo Kamranfar
David Lattanzi
Amarda Shehu
GNN
AI4TS
122
4
0
04 Oct 2021
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks
Amirali Boroumand
Saugata Ghose
Berkin Akin
Ravi Narayanaswami
Geraldo F. Oliveira
Xiaoyu Ma
Eric Shiu
O. Mutlu
160
97
0
29 Sep 2021
A survey on deep learning approaches for breast cancer diagnosis
Timothy C. H. Kwong
S. Mazaheri
MedIm
141
4
0
18 Sep 2021
U-Net Convolutional Network for Recognition of Vessels and Materials in Chemistry Lab
Zhihao Shang
Di Bo
121
0
0
12 Sep 2021
Previous
1
2
3
...
5
6
7
...
9
10
11
Next