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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
Robots Understanding Contextual Information in Human-Centered Environments using Weakly Supervised Mask Data Distillation Daniel Dworakowski G. Nejat 57 4 0 15 Dec 2020
A hybrid quantum-classical neural network with deep residual learning Yanying Liang Wei Peng Zhu-Jun Zheng Olli Silvén Guoying Zhao 90 48 0 14 Dec 2020
Movie Summarization via Sparse Graph Construction Pinelopi Papalampidi Frank Keller Mirella Lapata 107 32 0 14 Dec 2020
The Open Brands Dataset: Unified brand detection and recognition at scale Xuan Jin Wei Su Rong Zhang Yuan He Hui Xue ObjD 62 13 0 14 Dec 2020
TDAF: Top-Down Attention Framework for Vision Tasks Bo Pang Yizhuo Li Jiefeng Li Muchen Li Hanwen Cao Cewu Lu 91 11 0 14 Dec 2020
MSAF: Multimodal Split Attention Fusion Lang Su Chuqing Hu Guofa Li Dongpu Cao 92 39 0 13 Dec 2020
Fully-Automated Liver Tumor Localization and Characterization from Multi-Phase MR Volumes Using Key-Slice ROI Parsing: A Physician-Inspired Approach Bolin Lai Yuhsuan Wu Xiaoyu Bai Xiaoyun Zhou Peng Wang ... Yong-quan Xia Jing Xiao Le Lu Heping Hu Adam P. Harrison 68 4 0 13 Dec 2020
VoxSRC 2020: The Second VoxCeleb Speaker Recognition Challenge Arsha Nagrani Joon Son Chung Jaesung Huh Andrew Brown Ernesto Coto Weidi Xie Mitchell McLaren D. Reynolds Andrew Zisserman 76 74 0 12 Dec 2020
Communication-Efficient Federated Learning with Compensated Overlap-FedAvg Yuhao Zhou Qing Ye Jiancheng Lv FedML 61 131 0 12 Dec 2020
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 131 189 0 11 Dec 2020
AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study Paolo Soda N. DÁmico J. Tessadori G. Valbusa V. Guarrasi ... Alessio Del Bue F. Tedoldi Marco Alì Diego Sona S. Papa 84 75 0 11 Dec 2020
A Multi-task Joint Framework for Real-time Person Search Ye Li Kangning Yin Jie Liang Chunyu Wang Guangqiang Yin 39 4 0 11 Dec 2020
Spatially Conditioned Graphs for Detecting Human-Object Interactions Frederic Z. Zhang Dylan Campbell Stephen Gould 137 136 0 11 Dec 2020
Deep Mining Generation of Lung Cancer Malignancy Models from Chest X-ray Images M. J. Horry Subrata Chakraborty B. Pradhan M. Paul D. Gomes Anwaar-ul Haq 74 11 0 10 Dec 2020
Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey Xiaoqin Zhang Yan Hu Zunjie Xiao Jiansheng Fang Risa Higashita Jiang-Dong Liu 141 41 0 09 Dec 2020
Generalization bounds for deep learning Guillermo Valle Pérez A. Louis BDL 84 45 0 07 Dec 2020
Generating unseen complex scenes: are we there yet? Arantxa Casanova M. Drozdzal Adriana Romero Soriano 86 13 0 07 Dec 2020
MERANet: Facial Micro-Expression Recognition using 3D Residual Attention Network G. V. Reddy S. Reddy Snehasis Mukherjee S. Dubey 3DH CVBM 66 14 0 07 Dec 2020
End-to-End Object Detection with Fully Convolutional Network Jianfeng Wang Lin Song Zeming Li Hongbin Sun Jian Sun N. Zheng ObjD 138 199 0 07 Dec 2020
Backpropagating Linearly Improves Transferability of Adversarial Examples Yiwen Guo Qizhang Li Hao Chen FedML AAML 107 117 0 07 Dec 2020
Rethinking Learnable Tree Filter for Generic Feature Transform Lin Song Yanwei Li Zhengkai Jiang Zeming Li Xiangyu Zhang Hongbin Sun Jian Sun N. Zheng 74 17 0 07 Dec 2020
VideoMix: Rethinking Data Augmentation for Video Classification Sangdoo Yun Seong Joon Oh Byeongho Heo Dongyoon Han Jinhyung Kim 467 77 0 07 Dec 2020
Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation Bingyu Liu Yuhong Guo Jieping Ye Weihong Deng 67 3 0 07 Dec 2020
Learning to Fuse Asymmetric Feature Maps in Siamese Trackers Wencheng Han Xingping Dong Fahad Shahbaz Khan Ling Shao Jianbing Shen 71 73 0 04 Dec 2020
Accumulated Decoupled Learning: Mitigating Gradient Staleness in Inter-Layer Model Parallelization Huiping Zhuang Zhiping Lin Kar-Ann Toh 132 4 0 03 Dec 2020
Going Beyond Classification Accuracy Metrics in Model Compression Vinu Joseph Shoaib Ahmed Siddiqui Aditya Bhaskara Ganesh Gopalakrishnan Saurav Muralidharan M. Garland Sheraz Ahmed Andreas Dengel 69 17 0 03 Dec 2020
Deep Learning for Road Traffic Forecasting: Does it Make a Difference? Eric L. Manibardo I. Laña Javier Del Ser AI4TS 79 73 0 02 Dec 2020
Meta-Cognition-Based Simple And Effective Approach To Object Detection Sannidhi P Kumar C. Gautam Suresh Sundaram ObjD 21 3 0 02 Dec 2020
Learning Universal Shape Dictionary for Realtime Instance Segmentation Tutian Tang Wenqiang Xu Ruolin Ye Lixin Yang Cewu Lu 53 2 0 02 Dec 2020
RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks J. E. Johnson Sairam Sundaresan T. Daylan L. Gavilan Daniel Giles Stela Ishitani Silva A. Jungbluth B. Morris andés Munoz-Jaramillo 10 8 0 02 Dec 2020
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 186 536 0 01 Dec 2020
Disentangling Label Distribution for Long-tailed Visual Recognition Youngkyu Hong Seungju Han Kwanghee Choi Seokjun Seo Beomsu Kim Buru Chang 98 245 0 01 Dec 2020
FairFaceGAN: Fairness-aware Facial Image-to-Image Translation Sunhee Hwang Sungho Park D. Kim Mirae Do H. Byun CVBM 125 32 0 01 Dec 2020
Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs Emanuele Bugliarello Ryan Cotterell Naoaki Okazaki Desmond Elliott 109 120 0 30 Nov 2020
Deep Dose Plugin Towards Real-time Monte Carlo Dose Calculation Through a Deep Learning based Denoising Algorithm T. Bai Biling Wang D. Nguyen Steve B. Jiang OOD 54 32 0 30 Nov 2020
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout Zhengsu Chen J. Niu Xuefeng Liu Shaojie Tang 42 2 0 30 Nov 2020
Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training Shuai Zhao Liguang Zhou Wenxiao Wang D. Cai Tin Lun Lam Yangsheng Xu 110 32 0 30 Nov 2020
Feature Space Singularity for Out-of-Distribution Detection Haiwen Huang Zhihan Li Lulu Wang Sishuo Chen Bin Dong Xinyu Zhou OODD 160 67 0 30 Nov 2020
FactorizeNet: Progressive Depth Factorization for Efficient Network Architecture Exploration Under Quantization Constraints S. Yun A. Wong MQ 29 2 0 30 Nov 2020
Inter-layer Transition in Neural Architecture Search Benteng Ma Jing Zhang Yong-quan Xia Dacheng Tao 105 4 0 30 Nov 2020
Conditional Link Prediction of Category-Implicit Keypoint Detection Ellen Yi-Ge Rui Fan Zechun Liu Zhiqiang Shen 33 0 0 29 Nov 2020
Srifty: Swift and Thrifty Distributed Training on the Cloud Liangchen Luo Peter West Arvind Krishnamurthy Luis Ceze 51 12 0 29 Nov 2020
Batch Normalization with Enhanced Linear Transformation Yuhui Xu Lingxi Xie Cihang Xie Jieru Mei Siyuan Qiao Wei Shen H. Xiong Alan Yuille 125 0 0 28 Nov 2020
Towards real-time object recognition and pose estimation in point clouds M. Marcon O. Bellon Luciano Silva 3DPC 3DH 50 2 0 27 Nov 2020
Explaining Deep Learning Models for Structured Data using Layer-Wise Relevance Propagation hsan Ullah André Ríos Vaibhav Gala Susan Mckeever FAtt 78 10 0 26 Nov 2020
Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition Zhen Huang Xu Shen Xinmei Tian Houqiang Li Jianqiang Huang Xiansheng Hua GNN 96 59 0 26 Nov 2020
Grafit: Learning fine-grained image representations with coarse labels Hugo Touvron Alexandre Sablayrolles Matthijs Douze Matthieu Cord Hervé Jégou SSL 93 68 0 25 Nov 2020
Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption Ivan Evtimov Russ Howes Brian Dolhansky Hamed Firooz Cristian Canton Ferrer AAML 54 10 0 25 Nov 2020
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection Xiang Li Wenhai Wang Xiaolin Hu Jun Li Jinhui Tang Jian Yang ObjD 86 245 0 25 Nov 2020
Delving Deep into Label Smoothing Chang-Bin Zhang Peng-Tao Jiang Qibin Hou Yunchao Wei Qi Han Zhen Li Ming-Ming Cheng 137 222 0 25 Nov 2020