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Aggregated Residual Transformations for Deep Neural Networks
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Aggregated Residual Transformations for Deep Neural Networks

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

Papers citing "Aggregated Residual Transformations for Deep Neural Networks"

50 / 3,725 papers shown
Title
NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition
NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition
Hao Liu
Xinghua Jiang
Xin Li
Zhimin Bao
Deqiang Jiang
Bo Ren
ViT
79
16
0
25 Nov 2021
CDNet is all you need: Cascade DCN based underwater object detection RCNN
CDNet is all you need: Cascade DCN based underwater object detection RCNN
Di Chang
ObjD
28
1
0
25 Nov 2021
GreedyNASv2: Greedier Search with a Greedy Path Filter
GreedyNASv2: Greedier Search with a Greedy Path Filter
Tao Huang
Shan You
Fei Wang
Chao Qian
Changshui Zhang
Xiaogang Wang
Chang Xu
106
18
0
24 Nov 2021
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning
David Junhao Zhang
Kunchang Li
Yali Wang
Yuxiang Chen
Shashwat Chandra
Yu Qiao
Luoqi Liu
Mike Zheng Shou
AI4TS
109
30
0
24 Nov 2021
Spatial-context-aware deep neural network for multi-class image classification
Spatial-context-aware deep neural network for multi-class image classification
Jialu Zhang
Qian Zhang
Jianfeng Ren
Yitian Zhao
Jiang-Dong Liu
SSeg
76
8
0
24 Nov 2021
Universal Deep Network for Steganalysis of Color Image based on Channel Representation
Universal Deep Network for Steganalysis of Color Image based on Channel Representation
Kangkang Wei
Weiqi Luo
Shunquan Tan
Jiwu Huang
47
25
0
24 Nov 2021
Panoptic Segmentation Meets Remote Sensing
Panoptic Segmentation Meets Remote Sensing
O. Carvalho
Osmar Abílio de Carvalho Júnior
Cristiano Rosa e Silva
Anesmar Olino de Albuquerque
N. C. Santana
D. Borges
R. Gomes
R. Guimarães
121
35
0
23 Nov 2021
Bounding Box-Free Instance Segmentation Using Semi-Supervised Learning for Generating a City-Scale Vehicle Dataset
Bounding Box-Free Instance Segmentation Using Semi-Supervised Learning for Generating a City-Scale Vehicle Dataset
O. Carvalho
Osmar Abílio de Carvalho Júnior
Anesmar Olino de Albuquerque
N. C. Santana
D. Borges
R. Gomes
R. Guimarães
103
12
0
23 Nov 2021
Focal and Global Knowledge Distillation for Detectors
Focal and Global Knowledge Distillation for Detectors
Zhendong Yang
Zhe Li
Xiaohu Jiang
Yuan Gong
Zehuan Yuan
Danpei Zhao
Chun Yuan
FedMLObjD
114
263
0
23 Nov 2021
ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody Images
ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody Images
Seyed Mohammad Hassan Erfani
Zhenyao Wu
Xinyi Wu
Song Wang
E. Goharian
VLM
56
37
0
22 Nov 2021
MetaFormer Is Actually What You Need for Vision
MetaFormer Is Actually What You Need for Vision
Weihao Yu
Mi Luo
Pan Zhou
Chenyang Si
Yichen Zhou
Xinchao Wang
Jiashi Feng
Shuicheng Yan
234
930
0
22 Nov 2021
Lebanon Solar Rooftop Potential Assessment using Buildings Segmentation from Aerial Images
Lebanon Solar Rooftop Potential Assessment using Buildings Segmentation from Aerial Images
Hasan Nasrallah
A. Samhat
Yilei Shi
Xiaoxiang Zhu
G. Faour
A. Ghandour
93
18
0
22 Nov 2021
MidNet: An Anchor-and-Angle-Free Detector for Oriented Ship Detection in Aerial Images
MidNet: An Anchor-and-Angle-Free Detector for Oriented Ship Detection in Aerial Images
Jie Feng
Yuping Liang
Junpeng Zhang
Xiangrong Zhang
Quanhe Yao
L. Jiao
3DPC
67
16
0
22 Nov 2021
FCOSR: A Simple Anchor-free Rotated Detector for Aerial Object Detection
FCOSR: A Simple Anchor-free Rotated Detector for Aerial Object Detection
Zhong-hai Li
B. Hou
Zitong Wu
L. Jiao
Bo Ren
Chen Yang
ObjD
120
53
0
21 Nov 2021
Rethinking Dilated Convolution for Real-time Semantic Segmentation
Rethinking Dilated Convolution for Real-time Semantic Segmentation
Roland Gao
SSeg
87
45
0
18 Nov 2021
Evaluating Transformers for Lightweight Action Recognition
Evaluating Transformers for Lightweight Action Recognition
Raivo Koot
Markus Hennerbichler
Haiping Lu
ViT
84
8
0
18 Nov 2021
Understanding and Testing Generalization of Deep Networks on Out-of-Distribution Data
Understanding and Testing Generalization of Deep Networks on Out-of-Distribution Data
Rui Hu
Jitao Sang
Jinqiang Wang
Rui Hu
Chaoquan Jiang
CMLOOD
89
7
0
17 Nov 2021
Transparent Human Evaluation for Image Captioning
Transparent Human Evaluation for Image Captioning
Jungo Kasai
Keisuke Sakaguchi
Lavinia Dunagan
Jacob Morrison
Ronan Le Bras
Yejin Choi
Noah A. Smith
91
49
0
17 Nov 2021
Achieving Human Parity on Visual Question Answering
Achieving Human Parity on Visual Question Answering
Ming Yan
Haiyang Xu
Chenliang Li
Junfeng Tian
Bin Bi
...
Ji Zhang
Songfang Huang
Fei Huang
Luo Si
Rong Jin
63
13
0
17 Nov 2021
INTERN: A New Learning Paradigm Towards General Vision
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
113
34
0
16 Nov 2021
Improved Robustness of Vision Transformer via PreLayerNorm in Patch Embedding
Improved Robustness of Vision Transformer via PreLayerNorm in Patch Embedding
Bum Jun Kim
Hyeyeon Choi
Hyeonah Jang
Dong Gu Lee
Wonseok Jeong
Sang Woo Kim
ViT
57
10
0
16 Nov 2021
Fight Detection from Still Images in the Wild
Fight Detection from Still Images in the Wild
Seymanur Akti
Ferda Ofli
Muhammad Imran
H. K. Ekenel
39
12
0
16 Nov 2021
From Convolutions towards Spikes: The Environmental Metric that the Community currently Misses
From Convolutions towards Spikes: The Environmental Metric that the Community currently Misses
Aviral Chharia
Shivu Chauhan
Rahul Upadhyay
V. Kumar
15
0
0
16 Nov 2021
Towards Comprehensive Monocular Depth Estimation: Multiple Heads Are Better Than One
Towards Comprehensive Monocular Depth Estimation: Multiple Heads Are Better Than One
Shuwei Shao
Ran Li
Z. Pei
Zhong Liu
Weihai Chen
Wentao Zhu
Xingming Wu
Baochang Zhang
ViTMDE
53
13
0
16 Nov 2021
A Survey on Adversarial Attacks for Malware Analysis
A Survey on Adversarial Attacks for Malware Analysis
Kshitiz Aryal
Maanak Gupta
Mahmoud Abdelsalam
AAML
114
53
0
16 Nov 2021
Attention Mechanisms in Computer Vision: A Survey
Attention Mechanisms in Computer Vision: A Survey
Meng-Hao Guo
Tianhan Xu
Jiangjiang Liu
Zheng-Ning Liu
Peng-Tao Jiang
Tai-Jiang Mu
Song-Hai Zhang
Ralph Robert Martin
Ming-Ming Cheng
Shimin Hu
154
1,746
0
15 Nov 2021
Unsupervised Action Localization Crop in Video Retargeting for 3D ConvNets
Unsupervised Action Localization Crop in Video Retargeting for 3D ConvNets
Prithwish Jana
Swarnabja Bhaumik
Partha Pratim Mohanta
67
3
0
14 Nov 2021
Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks
Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks
Arulkumar Subramaniam
Jayesh Vaidya
Muhammed Ameen
Athira M. Nambiar
Anurag Mittal
78
7
0
14 Nov 2021
Full-attention based Neural Architecture Search using Context Auto-regression
Full-attention based Neural Architecture Search using Context Auto-regression
Yuan Zhou
Haiyang Wang
Shuwei Huo
Boyu Wang
67
3
0
13 Nov 2021
Sci-Net: Scale Invariant Model for Buildings Segmentation from Aerial Imagery
Sci-Net: Scale Invariant Model for Buildings Segmentation from Aerial Imagery
Hasan Nasrallah
Mustafa Shukor
A. Ghandour
SSeg
97
4
0
12 Nov 2021
A Survey of Visual Transformers
A Survey of Visual Transformers
Yang Liu
Yao Zhang
Yixin Wang
Feng Hou
Jin Yuan
Jiang Tian
Yang Zhang
Zhongchao Shi
Jianping Fan
Zhiqiang He
3DGSViT
211
356
0
11 Nov 2021
Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture
Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture
Michael Yang
Aditya Anantharaman
Zach Kitowski
Derik Clive Robert
ViT
74
4
0
11 Nov 2021
Synthetic Document Generator for Annotation-free Layout Recognition
Synthetic Document Generator for Annotation-free Layout Recognition
Natraj Raman
Sameena Shah
Manuela Veloso
81
11
0
11 Nov 2021
Multimodal Approach for Metadata Extraction from German Scientific Publications
Multimodal Approach for Metadata Extraction from German Scientific Publications
Azeddine Bouabdallah
Jorge Gavilan
Jennifer Gerbl
Prayuth Patumcharoenpol
37
0
0
10 Nov 2021
Inclusive Speaker Verification with Adaptive thresholding
Inclusive Speaker Verification with Adaptive thresholding
Navdeep Jain
Hongcheng Wang
55
0
0
10 Nov 2021
ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees
ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees
Kuan-Lin Chen
Ching-Hua Lee
H. Garudadri
Bhaskar D. Rao
AI4TS
112
7
0
10 Nov 2021
DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories
DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories
Adnan Siraj Rakin
Md Hafizul Islam Chowdhuryy
Fan Yao
Deliang Fan
AAMLMIACV
81
117
0
08 Nov 2021
HEROHE Challenge: assessing HER2 status in breast cancer without immunohistochemistry or in situ hybridization
HEROHE Challenge: assessing HER2 status in breast cancer without immunohistochemistry or in situ hybridization
Eduardo Conde-Sousa
João Vale
Ming Feng
Kele Xu
Yin Wang
...
Guilherme Aresta
Teresa Araújo
Paulo Aguiar
C. Eloy
A. Polónia
65
30
0
08 Nov 2021
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP
Ruiyang Liu
Hai-Tao Zheng
Li Tao
Dun Liang
Haitao Zheng
234
100
0
07 Nov 2021
Towards Panoptic 3D Parsing for Single Image in the Wild
Towards Panoptic 3D Parsing for Single Image in the Wild
Sainan Liu
Vincent Nguyen
Yuan Gao
Subarna Tripathi
Zhuowen Tu
3DV
71
4
0
04 Nov 2021
Communication-Efficient Separable Neural Network for Distributed Inference on Edge Devices
Communication-Efficient Separable Neural Network for Distributed Inference on Edge Devices
Jun-Liang Lin
Sheng-De Wang
42
0
0
03 Nov 2021
A cross-modal fusion network based on self-attention and residual structure for multimodal emotion recognition
A cross-modal fusion network based on self-attention and residual structure for multimodal emotion recognition
Ziwang Fu
Feng Liu
Hanyang Wang
Jiayin Qi
Xiangling Fu
Aimin Zhou
Zhibin Li
79
31
0
03 Nov 2021
Multi-Glimpse Network: A Robust and Efficient Classification Architecture based on Recurrent Downsampled Attention
Multi-Glimpse Network: A Robust and Efficient Classification Architecture based on Recurrent Downsampled Attention
S. Tan
Runpei Dong
Kaisheng Ma
93
2
0
03 Nov 2021
LogAvgExp Provides a Principled and Performant Global Pooling Operator
LogAvgExp Provides a Principled and Performant Global Pooling Operator
S. Lowe
Thomas Trappenberg
Sageev Oore
FAtt
73
2
0
02 Nov 2021
VPFNet: Voxel-Pixel Fusion Network for Multi-class 3D Object Detection
VPFNet: Voxel-Pixel Fusion Network for Multi-class 3D Object Detection
Chia-Hung Wang
Hsueh-Wei Chen
L. Fu
3DPCObjD
79
19
0
01 Nov 2021
Benchmarks for Corruption Invariant Person Re-identification
Benchmarks for Corruption Invariant Person Re-identification
Minghui Chen
Zhiqiang Wang
Feng Zheng
85
26
0
01 Nov 2021
AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling
AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling
Alexandros Stergiou
R. Poppe
106
83
0
01 Nov 2021
Collage: Seamless Integration of Deep Learning Backends with Automatic Placement
Collage: Seamless Integration of Deep Learning Backends with Automatic Placement
Byungsoo Jeon
Sunghyun Park
Peiyuan Liao
Sheng Xu
Tianqi Chen
Zhihao Jia
VLM
99
5
0
01 Nov 2021
DRBANET: A Lightweight Dual-Resolution Network for Semantic Segmentation with Boundary Auxiliary
DRBANET: A Lightweight Dual-Resolution Network for Semantic Segmentation with Boundary Auxiliary
Linjie Wang
Quan Zhou
Chenfeng Jiang
Xiaofu Wu
Longin Jan Latecki
SSeg
42
1
0
31 Oct 2021
A Comparative Review of Recent Few-Shot Object Detection Algorithms
A Comparative Review of Recent Few-Shot Object Detection Algorithms
Jiaxu Leng
Taiyue Chen
Gao Xinbo
Yongtao Yu
Ye Wang
Feng Gao
Wang Yue
ObjD
119
16
0
30 Oct 2021

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