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Aggregated Residual Transformations for Deep Neural Networks
v1v2 (latest)

Aggregated Residual Transformations for Deep Neural Networks

16 November 2016
Saining Xie
Ross B. Girshick
Piotr Dollár
Zhuowen Tu
Kaiming He
ArXiv (abs)PDFHTML

Papers citing "Aggregated Residual Transformations for Deep Neural Networks"

50 / 3,791 papers shown
Title
Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human
  Activity Recognition
Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition
Tatsuhito Hasegawa
Kazuma Kondo
97
10
0
08 Mar 2022
Graph Attention Transformer Network for Multi-Label Image Classification
Graph Attention Transformer Network for Multi-Label Image Classification
Jin Yuan
Shikai Chen
Yao Zhang
Peng Wang
Xin Geng
Jianping Fan
Yong Rui
ViT
101
37
0
08 Mar 2022
ParC-Net: Position Aware Circular Convolution with Merits from ConvNets
  and Transformer
ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and Transformer
Haokui Zhang
Wenze Hu
Xiaoyu Wang
ViT
178
64
0
08 Mar 2022
Dynamic Group Transformer: A General Vision Transformer Backbone with
  Dynamic Group Attention
Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention
Kai Liu
Tianyi Wu
Cong Liu
Guodong Guo
ViT
162
20
0
08 Mar 2022
Discriminability-Transferability Trade-Off: An Information-Theoretic
  Perspective
Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective
Quan Cui
Bingchen Zhao
Zhao-Min Chen
Borui Zhao
Renjie Song
Jiajun Liang
Boyan Zhou
Osamu Yoshie
173
18
0
08 Mar 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging
  Geographical and Temporal Information
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information
Lingfeng Yang
Xiang Li
Renjie Song
Borui Zhao
J. Tao
Shihao Zhou
Jiajun Liang
Jian Yang
87
41
0
07 Mar 2022
DiT: Self-supervised Pre-training for Document Image Transformer
DiT: Self-supervised Pre-training for Document Image Transformer
Junlong Li
Yiheng Xu
Tengchao Lv
Lei Cui
Chaoxi Zhang
Furu Wei
ViTVLM
231
187
0
04 Mar 2022
Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through
  Self-Supervision With Supervoxels
Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels
Stine Hansen
Srishti Gautam
Robert Jenssen
Michael C. Kampffmeyer
183
101
0
03 Mar 2022
Vision-Language Intelligence: Tasks, Representation Learning, and Large
  Models
Vision-Language Intelligence: Tasks, Representation Learning, and Large Models
Feng Li
Hao Zhang
Yi-Fan Zhang
Shixuan Liu
Jian Guo
L. Ni
Pengchuan Zhang
Lei Zhang
AI4TSVLM
121
38
0
03 Mar 2022
DenseUNets with feedback non-local attention for the segmentation of
  specular microscopy images of the corneal endothelium with guttae
DenseUNets with feedback non-local attention for the segmentation of specular microscopy images of the corneal endothelium with guttae
Juan P. Vigueras-Guillén
J. Rooij
B. V. Dooren
H. Lemij
E. Islamaj
L. Vliet
Koen A. Vermeer
MedIm
59
14
0
03 Mar 2022
Correlation-Aware Deep Tracking
Correlation-Aware Deep Tracking
Fei Xie
Chunyu Wang
Guangting Wang
Yue Cao
Wankou Yang
Wenjun Zeng
VOT
138
141
0
03 Mar 2022
Towards Efficient and Stable K-Asynchronous Federated Learning with
  Unbounded Stale Gradients on Non-IID Data
Towards Efficient and Stable K-Asynchronous Federated Learning with Unbounded Stale Gradients on Non-IID Data
Zihao Zhou
Yanan Li
Xuebin Ren
Shusen Yang
106
35
0
02 Mar 2022
Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy
  for Image Recognition without Convolutions
Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy for Image Recognition without Convolutions
Ruikang Ju
Ting-Yu Lin
Jen-Shiun Chiang
Jia-Hao Jian
Yu-Shian Lin
Liu-Rui-Yi Huang
ViT
48
2
0
02 Mar 2022
Global-Local Regularization Via Distributional Robustness
Global-Local Regularization Via Distributional Robustness
Hoang Phan
Trung Le
Trung-Nghia Phung
Tu Bui
Nhat Ho
Dinh Q. Phung
OOD
191
13
0
01 Mar 2022
Comprehensive Analysis of the Object Detection Pipeline on UAVs
Comprehensive Analysis of the Object Detection Pipeline on UAVs
Leon Amadeus Varga
Sebastian Koch
A. Zell
86
6
0
01 Mar 2022
Simultaneous Semantic and Instance Segmentation for Colon Nuclei
  Identification and Counting
Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and Counting
Lihao Liu
Chenyang Hong
Angelica I. Aviles-Rivero
Carola-Bibiane Schönlieb
111
5
0
01 Mar 2022
BlazeNeo: Blazing fast polyp segmentation and neoplasm detection
BlazeNeo: Blazing fast polyp segmentation and neoplasm detection
N. S. An
P. N. Lan
D. V. Hang
D. Long
T. Trung
N. T. Thuy
D. V. Sang
SSeg
122
34
0
28 Feb 2022
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training
Joya Chen
Kai Xu
Yuhui Wang
Yifei Cheng
Angela Yao
141
8
0
28 Feb 2022
LiLT: A Simple yet Effective Language-Independent Layout Transformer for
  Structured Document Understanding
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding
Jiapeng Wang
Lianwen Jin
Kai Ding
VLM
113
151
0
28 Feb 2022
Pattern Based Multivariable Regression using Deep Learning (PBMR-DP)
Pattern Based Multivariable Regression using Deep Learning (PBMR-DP)
Jiztom Kavalakkatt Francis
Chandan Kumar
Jansel Herrera-Gerena
Kundan Kumar
Matthew J. Darr
77
0
0
28 Feb 2022
Symmetric Convolutional Filters: A Novel Way to Constrain Parameters in
  CNN
Symmetric Convolutional Filters: A Novel Way to Constrain Parameters in CNN
Harish Agrawal
T. Sumana
S. Nandy
54
0
0
26 Feb 2022
Continuous Human Action Recognition for Human-Machine Interaction: A
  Review
Continuous Human Action Recognition for Human-Machine Interaction: A Review
Harshala Gammulle
David Ahmedt-Aristizabal
Akila Pemasiri
Lachlan Tychsen-Smith
L. Petersson
Clinton Fookes
164
33
0
26 Feb 2022
A Deep Bayesian Neural Network for Cardiac Arrhythmia Classification
  with Rejection from ECG Recordings
A Deep Bayesian Neural Network for Cardiac Arrhythmia Classification with Rejection from ECG Recordings
Wen-Rang Zhang
Xinxin Di
Guodong Wei
Shijia Geng
Zhaoji Fu
linda Qiao
UQCVBDL
60
2
0
26 Feb 2022
Learn From the Past: Experience Ensemble Knowledge Distillation
Learn From the Past: Experience Ensemble Knowledge Distillation
Chaofei Wang
Shaowei Zhang
Qing Xiao
Gao Huang
131
6
0
25 Feb 2022
A Simple Self-Supervised ECG Representation Learning Method via
  Manipulated Temporal-Spatial Reverse Detection
A Simple Self-Supervised ECG Representation Learning Method via Manipulated Temporal-Spatial Reverse Detection
Wen-Rang Zhang
Shijia Geng
linda Qiao
88
30
0
25 Feb 2022
MetaVA: Curriculum Meta-learning and Pre-fine-tuning of Deep Neural
  Networks for Detecting Ventricular Arrhythmias based on ECGs
MetaVA: Curriculum Meta-learning and Pre-fine-tuning of Deep Neural Networks for Detecting Ventricular Arrhythmias based on ECGs
Wenrui Zhang
Shijia Geng
Zhaoji Fu
Linlin Zheng
Chenyang Jiang
linda Qiao
122
4
0
25 Feb 2022
Light Robust Monocular Depth Estimation For Outdoor Environment Via
  Monochrome And Color Camera Fusion
Light Robust Monocular Depth Estimation For Outdoor Environment Via Monochrome And Color Camera Fusion
Hyeonsoo Jang
Yeongmin Ko
Younkwan Lee
M. Jeon
MDE
72
1
0
24 Feb 2022
Memory Planning for Deep Neural Networks
Memory Planning for Deep Neural Networks
Maksim Levental
98
4
0
23 Feb 2022
An End-to-End Cascaded Image Deraining and Object Detection Neural
  Network
An End-to-End Cascaded Image Deraining and Object Detection Neural Network
Kaige Wang
Tianming Wang
Jianchuang Qu
Huatao Jiang
Qing Li
Lin Chang
139
17
0
23 Feb 2022
Learning with Free Object Segments for Long-Tailed Instance Segmentation
Learning with Free Object Segments for Long-Tailed Instance Segmentation
Cheng Zhang
Tai-Yu Pan
Tianle Chen
Shitian Zhao
Wen-juan Fu
Wei-Lun Chao
VLM
143
13
0
22 Feb 2022
The Winning Solution to the iFLYTEK Challenge 2021 Cultivated Land
  Extraction from High-Resolution Remote Sensing Image
The Winning Solution to the iFLYTEK Challenge 2021 Cultivated Land Extraction from High-Resolution Remote Sensing Image
Z. Zhao
Yuqiu Liu
Gang Zhang
Liang Tang
Xiao-Ning Hu
70
9
0
22 Feb 2022
Increasing Depth of Neural Networks for Life-long Learning
Increasing Depth of Neural Networks for Life-long Learning
Jkedrzej Kozal
Michal Wo'zniak
CLL
107
8
0
22 Feb 2022
Audio Visual Scene-Aware Dialog Generation with Transformer-based Video
  Representations
Audio Visual Scene-Aware Dialog Generation with Transformer-based Video Representations
Yoshihiro Yamazaki
Shota Orihashi
Ryo Masumura
Mihiro Uchida
Akihiko Takashima
90
8
0
21 Feb 2022
Visual Attention Network
Visual Attention Network
Meng-Hao Guo
Chengrou Lu
Zheng-Ning Liu
Ming-Ming Cheng
Shiyong Hu
ViTVLM
264
770
0
20 Feb 2022
It's Raw! Audio Generation with State-Space Models
It's Raw! Audio Generation with State-Space Models
Karan Goel
Albert Gu
Chris Donahue
Christopher Ré
160
219
0
20 Feb 2022
HDAM: Heuristic Difference Attention Module for Convolutional Neural Networks
Yu Xue
Zi-Wei Yuan
159
0
0
19 Feb 2022
Towards Simple and Accurate Human Pose Estimation with Stair Network
Towards Simple and Accurate Human Pose Estimation with Stair Network
Chenru Jiang
Kaizhu Huang
Shufei Zhang
Xinheng Wang
Jimin Xiao
Zhenxing Niu
Amir Hussain
3DH3DV
124
2
0
18 Feb 2022
AF$_2$: Adaptive Focus Framework for Aerial Imagery Segmentation
AF2_22​: Adaptive Focus Framework for Aerial Imagery Segmentation
Lin Huang
Qi Dong
Lijun Wu
Jia Zhang
Jiang Bian
Tie-Yan Liu
87
0
0
18 Feb 2022
Task Specific Attention is one more thing you need for object detection
Task Specific Attention is one more thing you need for object detection
Sang Yon Lee
ViT
148
4
0
18 Feb 2022
REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and
  Evaluation in Glaucoma Screening
REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening
Huihui Fang
Fei Li
Junde Wu
Huazhu Fu
Xu Sun
...
Jian Yang
J. Orlando
Hrvoje Bogunović
Xiulan Zhang
Yanwu Xu
171
35
0
18 Feb 2022
Rethinking Machine Learning Robustness via its Link with the
  Out-of-Distribution Problem
Rethinking Machine Learning Robustness via its Link with the Out-of-Distribution Problem
Abderrahmen Amich
Birhanu Eshete
OOD
85
4
0
18 Feb 2022
Vision Models Are More Robust And Fair When Pretrained On Uncurated
  Images Without Supervision
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
Priya Goyal
Quentin Duval
Isaac Seessel
Mathilde Caron
Ishan Misra
Levent Sagun
Armand Joulin
Piotr Bojanowski
VLMSSL
272
116
0
16 Feb 2022
A Developmentally-Inspired Examination of Shape versus Texture Bias in
  Machines
A Developmentally-Inspired Examination of Shape versus Texture Bias in Machines
Alexa R. Tartaglini
Wai Keen Vong
Brenden M. Lake
108
15
0
16 Feb 2022
Rethinking Network Design and Local Geometry in Point Cloud: A Simple
  Residual MLP Framework
Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework
Xu Ma
Can Qin
Haoxuan You
Haoxi Ran
Y. Fu
3DPC
153
666
0
15 Feb 2022
Universal Adversarial Examples in Remote Sensing: Methodology and
  Benchmark
Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark
Yonghao Xu
Pedram Ghamisi
AAML
101
84
0
14 Feb 2022
Semi-Equivariant GNN Architectures for Jet Tagging
Semi-Equivariant GNN Architectures for Jet Tagging
D. Murnane
S. Thais
Jason D. Wong
GNN
67
6
0
14 Feb 2022
How Do Vision Transformers Work?
How Do Vision Transformers Work?
Namuk Park
Songkuk Kim
ViT
283
531
0
14 Feb 2022
Learning via nonlinear conjugate gradients and depth-varying neural ODEs
Learning via nonlinear conjugate gradients and depth-varying neural ODEs
George Baravdish
Gabriel Eilertsen
Rym Jaroudi
B. Johansson
Lukávs Malý
Jonas Unger
134
3
0
11 Feb 2022
Towards Disentangling Information Paths with Coded ResNeXt
Towards Disentangling Information Paths with Coded ResNeXt
Apostolos Avranas
Marios Kountouris
FAtt
78
1
0
10 Feb 2022
The Abduction of Sherlock Holmes: A Dataset for Visual Abductive
  Reasoning
The Abduction of Sherlock Holmes: A Dataset for Visual Abductive Reasoning
Jack Hessel
Jena D. Hwang
Jinho Park
Rowan Zellers
Chandra Bhagavatula
Anna Rohrbach
Kate Saenko
Yejin Choi
ReLM
295
55
0
10 Feb 2022
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