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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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Title
Understanding Mobile GUI: from Pixel-Words to Screen-Sentences Jingwen Fu Xiaoyi Zhang Yuwang Wang Wenjun Zeng Sam Yang Grayson Hilliard 94 15 0 25 May 2021
BoundarySqueeze: Image Segmentation as Boundary Squeezing Hao He Xiangtai Li Kuiyuan Yang Guangliang Cheng Yunhai Tong Lubin Weng Zhengjun Zha Jianping Shi ISeg 84 10 0 25 May 2021
Large-Scale Attribute-Object Compositions Filip Radenovic Animesh Sinha Albert Gordo Tamara L. Berg D. Mahajan OCL 122 7 0 24 May 2021
Recent Advances and Trends in Multimodal Deep Learning: A Review Jabeen Summaira Xi Li Amin Muhammad Shoib Songyuan Li Abdul Jabbar HAI 247 59 0 24 May 2021
Multi-Type-TD-TSR -- Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition: from OCR to Structured Table Representations Pascal Fischer Alen Smajic Alexander Mehler Giuseppe Abrami LMTD MU 50 17 0 23 May 2021
Precise Approximation of Convolutional Neural Networks for Homomorphically Encrypted Data Junghyun Lee Eunsang Lee Joon-Woo Lee Yongjune Kim Young-Sik Kim Jong-Seon No 157 58 0 23 May 2021
Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices Mustafa Ayazoglu 58 59 0 21 May 2021
Aligning Visual Prototypes with BERT Embeddings for Few-Shot Learning Kun Yan Zied Bouraoui Ping Wang Shoaib Jameel Steven Schockaert 62 25 0 21 May 2021
AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks S. K. Roy Mercedes Eugenia Paoletti J. Haut S. Dubey Purushottam Kar A. Plaza B. B. Chaudhuri ODL 102 18 0 21 May 2021
Intra-Model Collaborative Learning of Neural Networks Shijie Fang Tong Lin 36 2 0 20 May 2021
Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight Ming Sun Haoxuan Dou Junjie Yan 39 2 0 19 May 2021
NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions Junbin Xiao Xindi Shang Angela Yao Tat-Seng Chua 211 510 0 18 May 2021
Itsy Bitsy SpiderNet: Fully Connected Residual Network for Fraud Detection S. Afanasiev A. Smirnova D. Kotereva 71 2 0 17 May 2021
Towards Robust Vision Transformer Xiaofeng Mao Gege Qi YueFeng Chen Xiaodan Li Ranjie Duan Shaokai Ye Yuan He Hui Xue ViT 108 195 0 17 May 2021
Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Grigory Malivenko D. Plowman Samarth Shukla Radu Timofte ... Tianpeng Feng Yang Liu Chuannan Sheng Jian Yin Fausto T. Benavide MDE 74 36 0 17 May 2021
MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions Yixuan Li Lei Chen Runyu He Zhenzhi Wang Gangshan Wu Limin Wang 127 100 0 16 May 2021
Expressive Explanations of DNNs by Combining Concept Analysis with ILP Johannes Rabold Gesina Schwalbe Ute Schmid 38 21 0 16 May 2021
On the Distributional Properties of Adaptive Gradients Z. Zhiyi Liu Ziyin 55 4 0 15 May 2021
Predicting Surface Reflectance Properties of Outdoor Scenes Under Unknown Natural Illumination Farhan Rahman Wasee Alen Joy Charalambos (Charis) Poullis 3DV 38 0 0 14 May 2021
City-Scale Multi-Camera Vehicle Tracking Guided by Crossroad Zones Chong Liu Yuqi Zhang Haowen Luo Jiasheng Tang Weihua Chen Xianzhe Xu F. Wang Hao Li Yiyan Shen 87 53 0 14 May 2021
VSR: A Unified Framework for Document Layout Analysis combining Vision, Semantics and Relations Peng Zhang Can Li Liang Qiao Zhanzhan Cheng Shiliang Pu Yi Niu Leilei Gan 71 60 0 13 May 2021
Waste detection in Pomerania: non-profit project for detecting waste in environment Sylwia Majchrowska Agnieszka Mikołajczyk M. Ferlin Zuzanna Klawikowska Marta A. Plantykow Arkadiusz Kwasigroch K. Majek 122 138 0 12 May 2021
Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding Jacob Carse F. Carey S. McKenna SSL MedIm 72 9 0 11 May 2021
Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora Mikhail Fain Niall Twomey Danushka Bollegala 39 2 0 11 May 2021
VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning Adrien Bardes Jean Ponce Yann LeCun SSL DML 267 950 0 11 May 2021
AFINet: Attentive Feature Integration Networks for Image Classification Xinglin Pan Jing Xu Yu Pan Liangjiang Wen Wenxiang Lin Kun Bai Zenglin Xu 78 10 0 10 May 2021
Adversarial examples attack based on random warm restart mechanism and improved Nesterov momentum Tian-zhou Li AAML 44 1 0 10 May 2021
CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation Ange Lou Shuyue Guan Murray H. Loew SSeg 75 56 0 10 May 2021
Acute Lymphoblastic Leukemia Detection from Microscopic Images Using Weighted Ensemble of Convolutional Neural Networks Chayan Mondal Md. Kamrul Hasan Md. Tasnim Jawad Aishwariya Dutta M. Islam Md. Abdul Awal Mohiudding Ahmad 78 23 0 09 May 2021
Conformer: Local Features Coupling Global Representations for Visual Recognition Zhiliang Peng Wei Huang Shanzhi Gu Lingxi Xie Yaowei Wang Jianbin Jiao QiXiang Ye ViT 88 553 0 09 May 2021
Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms Lei Xun Long Tran-Thanh Bashir M. Al-Hashimi G. Merrett 54 8 0 08 May 2021
ResMLP: Feedforward networks for image classification with data-efficient training Hugo Touvron Piotr Bojanowski Mathilde Caron Matthieu Cord Alaaeldin El-Nouby ... Gautier Izacard Armand Joulin Gabriel Synnaeve Jakob Verbeek Hervé Jégou VLM 177 677 0 07 May 2021
A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation Miao Hu Yali Li Lu Fang Shengjin Wang 74 76 0 07 May 2021
Probabilistic Ranking-Aware Ensembles for Enhanced Object Detections Mingyuan Mao Baochang Zhang David Doermann Jie Guo Shumin Han Yuan Feng Xiaodi Wang Errui Ding 75 2 0 07 May 2021
Salient Objects in Clutter Deng-Ping Fan Jing Zhang Gang Xu Mingg-Ming Cheng Ling Shao 155 45 0 07 May 2021
Dynamic Defense Approach for Adversarial Robustness in Deep Neural Networks via Stochastic Ensemble Smoothed Model Ruoxi Qin Linyuan Wang Xing-yuan Chen Xuehui Du Bin Yan AAML 69 5 0 06 May 2021
Security Vulnerability Detection Using Deep Learning Natural Language Processing Noah Ziems Shaoen Wu 98 58 0 06 May 2021
Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks Meng-Hao Guo Zheng-Ning Liu Tai-Jiang Mu Shimin Hu 91 505 0 05 May 2021
Instances as Queries Yuxin Fang Shusheng Yang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu ISeg 115 262 0 05 May 2021
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water Leon Amadeus Varga Benjamin Kiefer Martin Messmer A. Zell 82 119 0 05 May 2021
CoSA: Scheduling by Constrained Optimization for Spatial Accelerators Qijing Huang Minwoo Kang Grace Dinh Thomas Norell Aravind Kalaiah J. Demmel J. Wawrzynek Y. Shao 72 112 0 05 May 2021
RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition Xiaohan Ding Chunlong Xia Xinming Zhang Xiaojie Chu Jungong Han Guiguang Ding 98 96 0 05 May 2021
CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis Chi-Shiang Wang Fang Su T. Lee Yi-Shan Tsai Jung-Hsien Chiang 35 3 0 05 May 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 598 2,725 0 04 May 2021
Computer vision for liquid samples in hospitals and medical labs using hierarchical image segmentation and relations prediction S. Eppel Haoping Xu Alán Aspuru-Guzik 39 6 0 04 May 2021
LFI-CAM: Learning Feature Importance for Better Visual Explanation Kwang Hee Lee Chaewon Park J. Oh Nojun Kwak FAtt 100 28 0 03 May 2021
Synthetic Data for Model Selection Alon Shoshan Nadav Bhonker Igor Kviatkovsky Matan Fintz Gérard Medioni 90 5 0 03 May 2021
AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation D. V. Sang Tran Quang Chung P. N. Lan D. V. Hang D. Long N. T. Thuy 196 21 0 02 May 2021
AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy Yunxiang Li G. Zeng Yifan Zhang Jun Wang Qianni Zhang ... Neng Xia Ruizi Peng Kai Tang Yaqi Wang Shuai Wang MedIm AI4CE 173 29 0 02 May 2021
Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO System Zhilin Lu Xudong Zhang Hongyi He Jintao Wang Jian Song MQ 68 40 0 01 May 2021