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Aggregated Residual Transformations for Deep Neural Networks

16 November 2016

Piotr Dollár

Papers citing "Aggregated Residual Transformations for Deep Neural Networks"

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Deep Learning for Micro-expression Recognition: A Survey Yante Li Jinsheng Wei Yang Liu Janne Kauttonen Guoying Zhao 137 67 0 06 Jul 2021
Predicate correlation learning for scene graph generation Lei Tao Li Mi Nannan Li Xianhang Cheng Yaosi Hu Zhenzhong Chen 101 19 0 06 Jul 2021
Combining EfficientNet and Vision Transformers for Video Deepfake Detection D. Coccomini Nicola Messina Claudio Gennaro Fabrizio Falchi ViT 115 176 0 06 Jul 2021
End-To-End Data-Dependent Routing in Multi-Path Neural Networks Dumindu Tissera Rukshan Wijesinghe Kasun Vithanage A. Xavier Subha Fernando Ranga Rodrigo MoE 77 0 0 06 Jul 2021
VolNet: Estimating Human Body Part Volumes from a Single RGB Image Fabian Leinen Vittorio Cozzolino Torsten Schön 3DH 65 0 0 05 Jul 2021
On Model Calibration for Long-Tailed Object Detection and Instance Segmentation Tai-Yu Pan Cheng Zhang Yandong Li Hexiang Hu D. Xuan Soravit Changpinyo Boqing Gong Wei-Lun Chao 164 47 0 05 Jul 2021
On The Distribution of Penultimate Activations of Classification Networks Minkyo Seo Yoonho Lee Suha Kwak UQCV 68 4 0 05 Jul 2021
Backward-Compatible Prediction Updates: A Probabilistic Approach Frederik Trauble Julius von Kügelgen Matthäus Kleindessner Francesco Locatello Bernhard Schölkopf Peter V. Gehler 100 16 0 02 Jul 2021
ResIST: Layer-Wise Decomposition of ResNets for Distributed Training Chen Dun Cameron R. Wolfe C. Jermaine Anastasios Kyrillidis 95 21 0 02 Jul 2021
1st Place Solutions for UG2+ Challenge 2021 -- (Semi-)supervised Face detection in the low light condition Pengcheng Wang Ling Ji Zhilong Ji Yuan Gao Xiao-Chang Liu CVBM 60 0 0 02 Jul 2021
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows Xiaoyi Dong Jianmin Bao Dongdong Chen Weiming Zhang Nenghai Yu Lu Yuan Dong Chen B. Guo ViT 300 1,001 0 01 Jul 2021
AutoFormer: Searching Transformers for Visual Recognition Minghao Chen Houwen Peng Jianlong Fu Haibin Ling ViT 117 268 0 01 Jul 2021
Global Filter Networks for Image Classification Yongming Rao Wenliang Zhao Zheng Zhu Jiwen Lu Jie Zhou ViT 118 476 0 01 Jul 2021
Focal Self-attention for Local-Global Interactions in Vision Transformers Jianwei Yang Chunyuan Li Pengchuan Zhang Xiyang Dai Bin Xiao Lu Yuan Jianfeng Gao ViT 134 437 0 01 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 183 101 0 01 Jul 2021
CBNet: A Composite Backbone Network Architecture for Object Detection Tingting Liang Xiao Chu Yudong Liu Yongtao Wang Zhi Tang Wei Chu Jingdong Chen Haibin Ling ObjD 130 168 0 01 Jul 2021
FedMix: Approximation of Mixup under Mean Augmented Federated Learning Tehrim Yoon Sumin Shin Sung Ju Hwang Eunho Yang FedML 92 172 0 01 Jul 2021
Object Detection Based Handwriting Localization Yuli Wu Yucheng Hu Suting Miao 46 5 0 28 Jun 2021
Early Convolutions Help Transformers See Better Tete Xiao Mannat Singh Eric Mintun Trevor Darrell Piotr Dollár Ross B. Girshick 135 778 0 28 Jun 2021
Data Poisoning Won't Save You From Facial Recognition Evani Radiya-Dixit Sanghyun Hong Nicholas Carlini Florian Tramèr AAML PICV 95 59 0 28 Jun 2021
A More Compact Object Detector Head Network with Feature Enhancement and Relational Reasoning Wen Zhang Chong Fu Xiang shi Chang T. Zhao Xiang Li Chiu-Wing Sham ObjD 131 15 0 28 Jun 2021
Mitigating severe over-parameterization in deep convolutional neural networks through forced feature abstraction and compression with an entropy-based heuristic Nidhi Gowdra R. Sinha Stephen G. MacDonell W. Yan 37 9 0 27 Jun 2021
Image Classification with CondenseNeXt for ARM-Based Computing Platforms Priyank Kalgaonkar M. El-Sharkawy 35 2 0 26 Jun 2021
PVT v2: Improved Baselines with Pyramid Vision Transformer Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT AI4TS 264 1,710 0 25 Jun 2021
ViTAS: Vision Transformer Architecture Search Xiu Su Shan You Jiyang Xie Mingkai Zheng Fei Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu ViT 104 55 0 25 Jun 2021
SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images Yibao Sun Xingru Huang Huiyu Zhou Qianni Zhang 99 33 0 25 Jun 2021
Improving Uncertainty Calibration of Deep Neural Networks via Truth Discovery and Geometric Optimization Chunwei Ma Ziyun Huang Jiayi Xian Mingchen Gao Jinhui Xu UQCV 72 14 0 25 Jun 2021
VOLO: Vision Outlooker for Visual Recognition Li-xin Yuan Qibin Hou Zihang Jiang Jiashi Feng Shuicheng Yan ViT 158 328 0 24 Jun 2021
Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations Charaf Eddine Benarab CLIP VLM 56 2 0 23 Jun 2021
Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition Qibin Hou Zihang Jiang Li-xin Yuan Mingg-Ming Cheng Shuicheng Yan Jiashi Feng ViT MLLM 148 208 0 23 Jun 2021
P2T: Pyramid Pooling Transformer for Scene Understanding Yu-Huan Wu Yun-Hai Liu Xin Zhan Mingg-Ming Cheng ViT 190 234 0 22 Jun 2021
Tracking Instances as Queries Shusheng Yang Yuxin Fang Xinggang Wang Yu Li Ying Shan Bin Feng Wenyu Liu 83 10 0 22 Jun 2021
NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial Perturbations Sungmin Cha Naeun Ko Young Joon Yoo Taesup Moon AAML 73 2 0 22 Jun 2021
Fourier Transform Approximation as an Auxiliary Task for Image Classification Chen Liu 50 0 0 22 Jun 2021
Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation Joao Lourencco Silva M. Menezes T. Rodrigues B. Silva F. Pinto Arlindo L. Oliveira MedIm 147 17 0 21 Jun 2021
Photozilla: A Large-Scale Photography Dataset and Visual Embedding for 20 Photography Styles Trisha Singhal Junhua Liu L. Blessing Kwan Hui Lim 97 3 0 21 Jun 2021
FP-Age: Leveraging Face Parsing Attention for Facial Age Estimation in the Wild Yiming Lin Jie Shen Yujiang Wang Maja Pantic CVBM 87 35 0 21 Jun 2021
Hard hat wearing detection based on head keypoint localization Bartosz Wójcik M. Żarski Kamil Książek J. Miszczak M. Skibniewski 114 5 0 21 Jun 2021
Structured Sparse R-CNN for Direct Scene Graph Generation Yao Teng Limin Wang 3DPC GNN 117 56 0 21 Jun 2021
Practical Assessment of Generalization Performance Robustness for Deep Networks via Contrastive Examples Xuanyu Wu Xuhong Li Haoyi Xiong Xiao Zhang Siyu Huang Dejing Dou 30 1 0 20 Jun 2021
TNCR: Table Net Detection and Classification Dataset Abdelrahman Abdallah Alexander Berendeyev Islam Nuradin D. Nurseitov 78 32 0 19 Jun 2021
It's FLAN time! Summing feature-wise latent representations for interpretability An-phi Nguyen María Rodríguez Martínez FAtt 39 0 0 18 Jun 2021
RSG: A Simple but Effective Module for Learning Imbalanced Datasets Jianfeng Wang Thomas Lukasiewicz Xiaolin Hu Jianfei Cai Zhenghua Xu SyDa 96 87 0 18 Jun 2021
XCiT: Cross-Covariance Image Transformers Alaaeldin El-Nouby Hugo Touvron Mathilde Caron Piotr Bojanowski Matthijs Douze ... Ivan Laptev Natalia Neverova Gabriel Synnaeve Jakob Verbeek Hervé Jégou ViT 176 517 0 17 Jun 2021
Dynamic Head: Unifying Object Detection Heads with Attentions Xiyang Dai Yinpeng Chen Bin Xiao Dongdong Chen Mengchen Liu Lu Yuan Lei Zhang 88 592 0 15 Jun 2021
Towards Total Recall in Industrial Anomaly Detection Karsten Roth Latha Pemula J. Zepeda Bernhard Schölkopf Thomas Brox Peter V. Gehler UQCV 131 939 0 15 Jun 2021
Zero-sample surface defect detection and classification based on semantic feedback neural network Yibo Guo Yiming Fan Zhiyang Xiang Haidi Wang Wenhua Meng Mingliang Xu 27 1 0 15 Jun 2021
Neuroevolution-Enhanced Multi-Objective Optimization for Mixed-Precision Quantization Santiago Miret Vui Seng Chua Mattias Marder Mariano Phielipp Nilesh Jain Somdeb Majumdar 45 8 0 14 Jun 2021