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Res2Net: A New Multi-scale Backbone Architecture

Res2Net: A New Multi-scale Backbone Architecture

2 April 2019
Shanghua Gao
Ming-Ming Cheng
Kai Zhao
Xinyu Zhang
Ming-Hsuan Yang
Philip H. S. Torr
ArXivPDFHTML

Papers citing "Res2Net: A New Multi-scale Backbone Architecture"

50 / 179 papers shown
Title
MGFF-TDNN: A Multi-Granularity Feature Fusion TDNN Model with Depth-Wise Separable Module for Speaker Verification
MGFF-TDNN: A Multi-Granularity Feature Fusion TDNN Model with Depth-Wise Separable Module for Speaker Verification
Ya Li
Bin Zhou
Bo Hu
134
0
0
06 May 2025
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation
Yi-Mou Lin
Dong-Ming Zhang
X. B. Fang
Yufan Chen
K.-T. Cheng
Hao Chen
33
0
0
06 May 2025
AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection
AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection
Muhammad Salman
Iqra Tariq
Mishal Zulfiqar
Muqadas Jalal
Sami Aujla
Sumbal Fatima
36
0
0
01 May 2025
Speaker Retrieval in the Wild: Challenges, Effectiveness and Robustness
Speaker Retrieval in the Wild: Challenges, Effectiveness and Robustness
Erfan Loweimi
Mengjie Qian
Kate Knill
Mark J. F. Gales
46
0
0
26 Apr 2025
Process Optimization and Deployment for Sensor-Based Human Activity Recognition Based on Deep Learning
Process Optimization and Deployment for Sensor-Based Human Activity Recognition Based on Deep Learning
Hanyu Liu
Ying Yu
Hang Xiao
Siyao Li
Xuze Li
Jiarui Li
Haotian Tang
35
0
0
22 Mar 2025
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection
Yuming Chen
Xinbin Yuan
Ruiqi Wu
Jiabao Wang
Qibin Hou
Mingg-Ming Cheng
Ming-Ming Cheng
ObjD
153
51
0
21 Feb 2025
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against Corruptions
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against Corruptions
Jingyu Zhang
Yilei Wang
Lang Qian
Peng Sun
Zengwen Li
Sudong Jiang
Maolin Liu
Liang Song
100
1
0
14 Dec 2024
UnSeg: One Universal Unlearnable Example Generator is Enough against All
  Image Segmentation
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation
Ye Sun
Hao Zhang
Tiehua Zhang
Xingjun Ma
Yu-Gang Jiang
VLM
34
3
0
13 Oct 2024
Universal Pooling Method of Multi-layer Features from Pretrained Models
  for Speaker Verification
Universal Pooling Method of Multi-layer Features from Pretrained Models for Speaker Verification
Jin Sob Kim
Hyun Joon Park
Wooseok Shin
Sung Won Han
SLR
48
0
0
12 Sep 2024
ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild
ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild
Jiangyan Yi
Chu Yuan Zhang
Jianhua Tao
Chenglong Wang
Xinrui Yan
Yong Ren
Hao Gu
Junzuo Zhou
50
1
0
09 Aug 2024
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation
Dinh-Phu Tran
Quoc-Anh Nguyen
Van-Truong Pham
Thi-Thao Tran
ViT
MedIm
23
5
0
24 Jul 2024
Early Preparation Pays Off: New Classifier Pre-tuning for Class
  Incremental Semantic Segmentation
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation
Zhengyuan Xie
Haiquan Lu
Jia-Wen Xiao
Enguang Wang
Le Zhang
Xialei Liu
CLL
31
2
0
19 Jul 2024
LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation
  in Ultrasound Videos
LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos
Huihui Xu
Yijun Yang
Angelica I Aviles-Rivero
Guang Yang
Jing Qin
Lei Zhu
40
4
0
08 Jul 2024
The 3D-PC: a benchmark for visual perspective taking in humans and machines
The 3D-PC: a benchmark for visual perspective taking in humans and machines
Drew Linsley
Peisen Zhou
A. Ashok
Akash Nagaraj
Gaurav Gaonkar
Francis E Lewis
Zygmunt Pizlo
Thomas Serre
48
6
0
06 Jun 2024
Dynamic Identity-Guided Attention Network for Visible-Infrared Person
  Re-identification
Dynamic Identity-Guided Attention Network for Visible-Infrared Person Re-identification
Peng Gao
Yujian Lee
Hui Zhang
Xubo Liu
Yiyang Hu
Guquan Jing
27
1
0
21 May 2024
Multi-scale Information Sharing and Selection Network with Boundary
  Attention for Polyp Segmentation
Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation
Xiaolu Kang
Zhuoqi Ma
Kang Liu
Yunan Li
Qiguang Miao
42
3
0
18 May 2024
Development of Skip Connection in Deep Neural Networks for Computer
  Vision and Medical Image Analysis: A Survey
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey
Guoping Xu
Xiaxia Wang
Xinglong Wu
Xuesong Leng
Yongchao Xu
3DPC
34
8
0
02 May 2024
Msmsfnet: a multi-stream and multi-scale fusion net for edge detection
Msmsfnet: a multi-stream and multi-scale fusion net for edge detection
Chenguang Liu
Chisheng Wang
Feifei Dong
Xiayang Xiao
Xin Su
Chuanhua Zhu
Dejin Zhang
Qingquan Li
27
1
0
07 Apr 2024
A Parallel Attention Network for Cattle Face Recognition
A Parallel Attention Network for Cattle Face Recognition
Jiayu Li
Xuechao Zou
Shiying Wang
Ben Chen
Junliang Xing
Pin Tao
CVBM
21
0
0
29 Mar 2024
HIRI-ViT: Scaling Vision Transformer with High Resolution Inputs
HIRI-ViT: Scaling Vision Transformer with High Resolution Inputs
Ting Yao
Yehao Li
Yingwei Pan
Tao Mei
ViT
25
15
0
18 Mar 2024
UNITS: A Unified Multi-Task Time Series Model
UNITS: A Unified Multi-Task Time Series Model
Shanghua Gao
Teddy Koker
Owen Queen
Thomas Hartvigsen
Theodoros Tsiligkaridis
Marinka Zitnik
AI4TS
38
15
0
29 Feb 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications,
  Challenges, and Future Trends
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends
Abolfazl Younesi
Mohsen Ansari
Mohammadamin Fazli
A. Ejlali
Muhammad Shafique
Joerg Henkel
3DV
44
44
0
23 Feb 2024
FViT: A Focal Vision Transformer with Gabor Filter
FViT: A Focal Vision Transformer with Gabor Filter
Yulong Shi
Mingwei Sun
Yongshuai Wang
Rui Wang
52
4
0
17 Feb 2024
Joint Attention-Guided Feature Fusion Network for Saliency Detection of
  Surface Defects
Joint Attention-Guided Feature Fusion Network for Saliency Detection of Surface Defects
Xiaoheng Jiang
Feng Yan
Yang Lu
K. Wang
Shuai Guo
Tianzhu Zhang
Yanwei Pang
Jianwei Niu
Mingliang Xu
22
19
0
05 Feb 2024
WAL-Net: Weakly supervised auxiliary task learning network for carotid
  plaques classification
WAL-Net: Weakly supervised auxiliary task learning network for carotid plaques classification
Haitao Gan
Lingchao Fu
Ran Zhou
Weiyan Gan
Furong Wang
Xiaoyan Wu
Zhi Yang
Zhongwei Huang
32
2
0
25 Jan 2024
NeXt-TDNN: Modernizing Multi-Scale Temporal Convolution Backbone for
  Speaker Verification
NeXt-TDNN: Modernizing Multi-Scale Temporal Convolution Backbone for Speaker Verification
Hyunjun Heo
U.H Shin
Ran Lee
YoungJu Cheon
Hyung-Min Park
26
9
0
14 Dec 2023
NDELS: A Novel Approach for Nighttime Dehazing, Low-Light Enhancement,
  and Light Suppression
NDELS: A Novel Approach for Nighttime Dehazing, Low-Light Enhancement, and Light Suppression
Silvano Bernabel
S. Agaian
36
3
0
11 Dec 2023
MSCMNet: Multi-scale Semantic Correlation Mining for Visible-Infrared Person Re-Identification
MSCMNet: Multi-scale Semantic Correlation Mining for Visible-Infrared Person Re-Identification
Ke Cheng
Xuecheng Hua
Hu Lu
Juanjuan Tu
Yuanquan Wang
Shitong Wang
47
10
0
24 Nov 2023
NAS-ASDet: An Adaptive Design Method for Surface Defect Detection
  Network using Neural Architecture Search
NAS-ASDet: An Adaptive Design Method for Surface Defect Detection Network using Neural Architecture Search
Zhenrong Wang
Bin Li
Weifeng Li
Shuanlong Niu
Wang Miao
Tongzhi Niu
31
8
0
18 Nov 2023
Low-Resolution Self-Attention for Semantic Segmentation
Low-Resolution Self-Attention for Semantic Segmentation
Yu-Huan Wu
Shi-Chen Zhang
Yun-Hai Liu
Le Zhang
Xin Zhan
Daquan Zhou
Jiashi Feng
Ming-Ming Cheng
Liangli Zhen
ViT
40
3
0
08 Oct 2023
Edge-aware Feature Aggregation Network for Polyp Segmentation
Edge-aware Feature Aggregation Network for Polyp Segmentation
Tao Zhou
Yizhe Zhang
Geng Chen
Yi Zhou
Ye Wu
Deng-Ping Fan
128
6
0
19 Sep 2023
Learning Image Deraining Transformer Network with Dynamic Dual
  Self-Attention
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention
Zhe-Cheng Fan
Hongming Chen
Yufeng Li
ViT
18
0
0
15 Aug 2023
Strategic Preys Make Acute Predators: Enhancing Camouflaged Object
  Detectors by Generating Camouflaged Objects
Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects
Chunming He
Kai Li
Yachao Zhang
Yulun Zhang
Z. Guo
Xiu Li
Martin Danelljan
F. I. F. Richard Yu
AAML
30
44
0
06 Aug 2023
M2Former: Multi-Scale Patch Selection for Fine-Grained Visual
  Recognition
M2Former: Multi-Scale Patch Selection for Fine-Grained Visual Recognition
Ji-Hee Moon
Junseok K. Lee
Yu-Ling Lee
Seongsik Park
24
4
0
04 Aug 2023
Unite-Divide-Unite: Joint Boosting Trunk and Structure for High-accuracy
  Dichotomous Image Segmentation
Unite-Divide-Unite: Joint Boosting Trunk and Structure for High-accuracy Dichotomous Image Segmentation
Jialun Pei
Zhangjun Zhou
Yueming Jin
He Tang
Pheng-Ann Heng
36
12
0
26 Jul 2023
Referring Camouflaged Object Detection
Referring Camouflaged Object Detection
Xuying Zhang
Bo Yin
Zheng Lin
Qibin Hou
Deng-Ping Fan
Ming-Ming Cheng
38
17
0
13 Jun 2023
CorrMatch: Label Propagation via Correlation Matching for
  Semi-Supervised Semantic Segmentation
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation
Bo Sun
Yuqi Yang
Le Zhang
Ming-Ming Cheng
Qibin Hou
26
25
0
07 Jun 2023
Performance-optimized deep neural networks are evolving into worse
  models of inferotemporal visual cortex
Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex
Drew Linsley
I. F. Rodriguez
Thomas Fel
Michael Arcaro
Saloni Sharma
Margaret Livingstone
Thomas Serre
35
18
0
06 Jun 2023
Speaker verification using attentive multi-scale convolutional recurrent
  network
Speaker verification using attentive multi-scale convolutional recurrent network
Yanxiong Li
Zhongjie Jiang
Wenchang Cao
Qisheng Huang
27
8
0
01 Jun 2023
An Enhanced Res2Net with Local and Global Feature Fusion for Speaker
  Verification
An Enhanced Res2Net with Local and Global Feature Fusion for Speaker Verification
Yafeng Chen
Siqi Zheng
Haibo Wang
Luyao Cheng
Qian Chen
Jiajun Qi
11
38
0
22 May 2023
A bioinspired three-stage model for camouflaged object detection
A bioinspired three-stage model for camouflaged object detection
Tianyou Chen
Jin Xiao
Xiaoguang Hu
Guofeng Zhang
Shaojie Wang
22
0
0
22 May 2023
Efficient ConvBN Blocks for Transfer Learning and Beyond
Efficient ConvBN Blocks for Transfer Learning and Beyond
Kaichao You
Guo Qin
Anchang Bao
Mengsi Cao
Ping-Chia Huang
Jiulong Shan
Mingsheng Long
26
1
0
19 May 2023
Validation of an ECAPA-TDNN system for Forensic Automatic Speaker
  Recognition under case work conditions
Validation of an ECAPA-TDNN system for Forensic Automatic Speaker Recognition under case work conditions
F. Sigona
Mirko Grimaldi
6
5
0
18 May 2023
EfficientSCI: Densely Connected Network with Space-time Factorization
  for Large-scale Video Snapshot Compressive Imaging
EfficientSCI: Densely Connected Network with Space-time Factorization for Large-scale Video Snapshot Compressive Imaging
Lishun Wang
Miao Cao
Xin Yuan
8
16
0
17 May 2023
Breaking Through the Haze: An Advanced Non-Homogeneous Dehazing Method
  based on Fast Fourier Convolution and ConvNeXt
Breaking Through the Haze: An Advanced Non-Homogeneous Dehazing Method based on Fast Fourier Convolution and ConvNeXt
Han Zhou
Weida Dong
Yangyi Liu
Jun Chen
35
18
0
08 May 2023
DynamicDet: A Unified Dynamic Architecture for Object Detection
DynamicDet: A Unified Dynamic Architecture for Object Detection
Zhi-Hao Lin
Yongtao Wang
Jinhe Zhang
Xiaojie Chu
ObjD
23
30
0
12 Apr 2023
Towards Diverse Binary Segmentation via A Simple yet General Gated
  Network
Towards Diverse Binary Segmentation via A Simple yet General Gated Network
Xiaoqi Zhao
Youwei Pang
Lihe Zhang
Huchuan Lu
Lei Zhang
23
14
0
18 Mar 2023
Out of Distribution Performance of State of Art Vision Model
Out of Distribution Performance of State of Art Vision Model
Salman Rahman
W. Lee
32
2
0
25 Jan 2023
Composite Deep Network with Feature Weighting for Improved Delineation
  of COVID Infection in Lung CT
Composite Deep Network with Feature Weighting for Improved Delineation of COVID Infection in Lung CT
Pallab Dutta
S. Mitra
8
0
0
17 Jan 2023
Lesion-aware Dynamic Kernel for Polyp Segmentation
Lesion-aware Dynamic Kernel for Polyp Segmentation
Ruifei Zhang
Puxiang Lai
Xiang Wan
De-Jun Fan
Feng Gao
Xiao-Jian Wu
Guanbin Li
MedIm
16
80
0
12 Jan 2023
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