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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
On Network Design Spaces for Visual Recognition Ilija Radosavovic Justin Johnson Saining Xie Wan-Yen Lo Piotr Dollár 104 136 0 30 May 2019
Toward Runtime-Throttleable Neural Networks Jesse Hostetler 51 2 0 30 May 2019
Provably scale-covariant continuous hierarchical networks based on scale-normalized differential expressions coupled in cascade T. Lindeberg 93 19 0 29 May 2019
Stabilizing GANs with Soft Octave Convolutions Ricard Durall Franz-Josef Pfreundt J. Keuper GAN 54 8 0 29 May 2019
Super Interaction Neural Network Yang Yao Xu Zhang Baile Xu Furao Shen Jian Zhao 36 0 0 29 May 2019
Learning the Non-linearity in Convolutional Neural Networks Gavneet Singh Chadha Andreas Schwung 56 4 0 29 May 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 326 18,360 0 28 May 2019
RecNets: Channel-wise Recurrent Convolutional Neural Networks George Retsinas Athena Elafrou G. Goumas Petros Maragos 29 2 0 28 May 2019
LatentGNN: Learning Efficient Non-local Relations for Visual Recognition Songyang Zhang Shipeng Yan Xuming He GNN 87 82 0 28 May 2019
Scaleable input gradient regularization for adversarial robustness Chris Finlay Adam M. Oberman AAML 108 79 0 27 May 2019
SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models Linfeng Zhang Zhanhong Tan Jiebo Song Jingwei Chen Chenglong Bao Kaisheng Ma 55 71 0 27 May 2019
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks S. Thulasidasan Gopinath Chennupati J. Bilmes Tanmoy Bhattacharya S. Michalak UQCV 134 547 0 27 May 2019
Deep Multi-Index Hashing for Person Re-Identification Ming-Wei Li Qing-Yuan Jiang Wu-Jun Li 46 2 0 27 May 2019
DIANet: Dense-and-Implicit Attention Network Zhongzhan Huang Senwei Liang Mingfu Liang Haizhao Yang CVBM 82 57 0 25 May 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 61 0 0 25 May 2019
Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks Xiang Li Xiaolin Hu Jian Yang 93 197 0 23 May 2019
Fine-grained Optimization of Deep Neural Networks Mete Ozay ODL 64 2 0 22 May 2019
Improved Optical Flow for Gesture-based Human-robot Interaction Jen-Yen Chang Antonio Tejero-de-Pablos Tatsuya Harada 3DH 47 14 0 21 May 2019
Deep Transfer Learning Methods for Colon Cancer Classification in Confocal Laser Microscopy Images N. Gessert M. Bengs L. Wittig D. Drömann T. Keck Alexander Schlaefer D. Ellebrecht 52 32 0 20 May 2019
Multimodal Transformer with Multi-View Visual Representation for Image Captioning Jun-chen Yu Jing Li Zhou Yu Qingming Huang ViT 70 387 0 20 May 2019
Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation Linfeng Zhang Jiebo Song Anni Gao Jingwei Chen Chenglong Bao Kaisheng Ma FedML 136 868 0 17 May 2019
Orthogonal Deep Neural Networks Kui Jia Shuai Li Yuxin Wen Tongliang Liu Dacheng Tao 104 134 0 15 May 2019
Transferable Clean-Label Poisoning Attacks on Deep Neural Nets Chen Zhu Wenjie Huang Ali Shafahi Hengduo Li Gavin Taylor Christoph Studer Tom Goldstein 133 286 0 15 May 2019
Monocular 3D Object Detection via Geometric Reasoning on Keypoints Ivan Barabanau Alexey Artemov Evgeny Burnaev Vyacheslav Murashkin 3DPC MDE 68 65 0 14 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 172 2,418 0 13 May 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 680 4,837 0 13 May 2019
On Flow Profile Image for Video Representation M. Babaee David Full Gerhard Rigoll 34 0 0 12 May 2019
Training CNNs with Selective Allocation of Channels Jongheon Jeong Jinwoo Shin CVBM 115 15 0 11 May 2019
Densifying Assumed-sparse Tensors: Improving Memory Efficiency and MPI Collective Performance during Tensor Accumulation for Parallelized Training of Neural Machine Translation Models D. Çavdar V. Codreanu C. Karakuş John A. Lockman Damian Podareanu ... Quy Ta S. Varadharajan Lucas A. Wilson Rengan Xu Pei Yang 28 3 0 10 May 2019
Memory-Attended Recurrent Network for Video Captioning Wenjie Pei Jiyuan Zhang Xiangrong Wang Lei Ke Xiaoyong Shen Yu-Wing Tai 113 204 0 10 May 2019
EENA: Efficient Evolution of Neural Architecture Hui Zhu Zhulin An Chuanguang Yang Kaiqiang Xu Erhu Zhao Yongjun Xu 3DV 101 39 0 10 May 2019
Multi-scale Aggregation R-CNN for 2D Multi-person Pose Estimation Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 128 9 0 10 May 2019
Weakly Labeling the Antarctic: The Penguin Colony Case Hieu M. Le B. Gonçalves Dimitris Samaras H. Lynch 51 22 0 08 May 2019
Advancements in Image Classification using Convolutional Neural Network F. Sultana Abu Sufian P. Dutta 66 276 0 08 May 2019
Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting N. Gessert T. Sentker F. Madesta Rüdiger Schmitz H. Kniep Ivo M. Baltruschat R. Werner Alexander Schlaefer 65 121 0 07 May 2019
High Frequency Residual Learning for Multi-Scale Image Classification Bowen Cheng Rong Xiao Jianfeng Wang Thomas Huang Lei Zhang 82 22 0 07 May 2019
LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation Yu Wang Quan Zhou Jia-Wei Liu Jian Xiong Guangwei Gao Xiaofu Wu Longin Jan Latecki SSeg 91 316 0 07 May 2019
A Review of Object Detection Models based on Convolutional Neural Network F. Sultana Abu Sufian P. Dutta ObjD 127 210 0 05 May 2019
A Survey on Neural Architecture Search Martin Wistuba Ambrish Rawat Tejaswini Pedapati AI4CE 105 259 0 04 May 2019
Semantic Segmentation of Video Sequences with Convolutional LSTMs Andreas Pfeuffer Karina Schulz Klaus C. J. Dietmayer SSeg 70 46 0 03 May 2019
Omni-Scale Feature Learning for Person Re-Identification Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 186 839 0 02 May 2019
Billion-scale semi-supervised learning for image classification I. Z. Yalniz Hervé Jégou Kan Chen Manohar Paluri D. Mahajan SSL 178 464 0 02 May 2019
RRPN: Radar Region Proposal Network for Object Detection in Autonomous Vehicles Ramin Nabati Hairong Qi ObjD 62 149 0 01 May 2019
PR Product: A Substitute for Inner Product in Neural Networks Zhennan Wang Wenbin Zou Chen Xu 50 6 0 30 Apr 2019
A Review of Modularization Techniques in Artificial Neural Networks Mohammed Amer Tomás Maul 93 82 0 29 Apr 2019
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond Yue Cao Jiarui Xu Stephen Lin Fangyun Wei Han Hu ISeg 166 1,584 0 25 Apr 2019
Local Relation Networks for Image Recognition Han Hu Zheng Zhang Zhenda Xie Stephen Lin FAtt 143 503 0 25 Apr 2019
RepPoints: Point Set Representation for Object Detection Ze Yang Shaohui Liu Han Hu Liwei Wang Stephen Lin 3DPC 126 882 0 25 Apr 2019
Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers Kui Jia Jiehong Lin Mingkui Tan Dacheng Tao 3DV 62 32 0 25 Apr 2019
Inner-Imaging Networks: Put Lenses into Convolutional Structure Yang Hu Guihua Wen Mingnan Luo Dan Dai Wenming Cao Zhiwen Yu Wendy Hall 33 2 0 22 Apr 2019