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
Long-Term Feature Banks for Detailed Video Understanding Chao-Yuan Wu Christoph Feichtenhofer Haoqi Fan Kaiming He Philipp Krahenbuhl Ross B. Girshick 20 476 0 12 Dec 2018
C3: Concentrated-Comprehensive Convolution and its application to semantic segmentation Hyojin Park Y. Yoo Geonseok Seo Dongyoon Han Sangdoo Yun Nojun Kwak SSeg 18 9 0 12 Dec 2018
Adversarial Framing for Image and Video Classification Konrad Zolna Michal Zajac Negar Rostamzadeh Pedro H. O. Pinheiro AAML 24 60 0 11 Dec 2018
Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression Yuchao Li Shaohui Lin Baochang Zhang Jianzhuang Liu David Doermann Yongjian Wu Feiyue Huang R. Ji 29 130 0 11 Dec 2018
Moment Matching for Multi-Source Domain Adaptation Xingchao Peng Qinxun Bai Xide Xia Zijun Huang Kate Saenko Bo Wang OOD 47 1,746 0 04 Dec 2018
Improving Semantic Segmentation via Video Propagation and Label Relaxation Yi Zhu Karan Sapra F. Reda Kevin J. Shih Shawn D. Newsam Andrew Tao Bryan Catanzaro 37 382 0 04 Dec 2018
Timeception for Complex Action Recognition Noureldien Hussein E. Gavves A. Smeulders 11 212 0 04 Dec 2018
Global Second-order Pooling Convolutional Networks Zilin Gao Jiangtao Xie Qilong Wang P. Li 18 328 0 29 Nov 2018
Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection Hongyu Xu Xutao Lv Xiaoyu Wang Zhou Ren Navaneeth Bodla Rama Chellappa ObjD 24 28 0 28 Nov 2018
TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep LearningInference in Function as a Service Environments Abdul Dakkak Cheng-rong Li Simon Garcia De Gonzalo Jinjun Xiong Wen-mei W. Hwu 14 19 0 24 Nov 2018
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation Bohan Zhuang Chunhua Shen Mingkui Tan Lingqiao Liu Ian Reid MQ 13 152 0 22 Nov 2018
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 32 1,076 0 21 Nov 2018
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network Qijie Zhao Tao Sheng Yongtao Wang Zhi Tang Ying Chen Lingyi Cai Haibin Ling ObjD 12 789 0 12 Nov 2018
Learning Dense Stereo Matching for Digital Surface Models from Satellite Imagery Wayne Treible Scott Sorensen A. D. Gilliam Chandra Kambhamettu Miroslav Pajic 3DV 13 4 0 08 Nov 2018
Alpha-Integration Pooling for Convolutional Neural Networks O. Elbagalati Mustafa Hajij 18 3 0 08 Nov 2018
Image Chat: Engaging Grounded Conversations Kurt Shuster Samuel Humeau Antoine Bordes Jason Weston 23 115 0 02 Nov 2018
General audio tagging with ensembling convolutional neural network and statistical features Kele Xu Boqing Zhu Qiuqiang Kong Haibo Mi Bo Ding Dezhi Wang Huaimin Wang 17 30 0 30 Oct 2018
Quantization for Rapid Deployment of Deep Neural Networks J. Lee Sangwon Ha Saerom Choi Won-Jo Lee Seungwon Lee MQ 11 48 0 12 Oct 2018
Rethinking the Value of Network Pruning Zhuang Liu Mingjie Sun Tinghui Zhou Gao Huang Trevor Darrell 8 1,448 0 11 Oct 2018
CSI-Net: Unified Human Body Characterization and Pose Recognition Fei-Yue Wang Jinsong Han Shiyuan Zhang Xuming He Dong Huang CVBM 13 13 0 07 Oct 2018
Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network using Truncated Gaussian Approximation Zhezhi He Deliang Fan MQ 9 66 0 02 Oct 2018
Dual Encoding for Zero-Example Video Retrieval Jianfeng Dong Xirong Li Chaoxi Xu S. Ji Yuan He Gang Yang Xun Wang 22 268 0 17 Sep 2018
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation Rob Romijnders Panagiotis Meletis Gijs Dubbelman AI4CE 13 27 0 14 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 16 122 0 10 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 29 2,417 0 06 Sep 2018
Hierarchical binary CNNs for landmark localization with limited resources Adrian Bulat Georgios Tzimiropoulos CVBM 3DV 15 36 0 14 Aug 2018
BACH: Grand Challenge on Breast Cancer Histology Images Guilherme Aresta Teresa Araújo S. Kwok Sai Saketh Chennamsetty P. MohammedSafwanK. ... L. Boulmane A. Campilho C. Eloy A. Polónia Paulo Aguiar 20 558 0 13 Aug 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 17 239 0 11 Aug 2018
The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary Bernard Ghanem Juan Carlos Niebles Cees G. M. Snoek Fabian Caba Heilbron Humam Alwassel Victor Escorcia Ranjay Krishna S. Buch Cuong Duc Dao 42 65 0 11 Aug 2018
User-Guided Deep Anime Line Art Colorization with Conditional Adversarial Networks Yuanzheng Ci Xinzhu Ma Zhihui Wang Haojie Li Zhongxuan Luo GAN 36 134 0 09 Aug 2018
Training Compact Neural Networks with Binary Weights and Low Precision Activations Bohan Zhuang Chunhua Shen Ian Reid MQ 13 14 0 08 Aug 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian-jun Sun 15 4,919 0 30 Jul 2018
Influence of Image Classification Accuracy on Saliency Map Estimation Taiki Oyama Takao Yamanaka 18 20 0 27 Jul 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 37 16,125 0 17 Jul 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 25 3,947 0 15 Jul 2018
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition Chun-Fu Chen Quanfu Fan Neil Rohit Mallinar Tom Sercu Rogerio Feris 15 96 0 10 Jul 2018
Restructuring Batch Normalization to Accelerate CNN Training Wonkyung Jung Daejin Jung and Byeongho Kim Sunjung Lee Wonjong Rhee Jung Ho Ahn 11 62 0 04 Jul 2018
Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks Jinghui Chen Dongruo Zhou Yiqi Tang Ziyan Yang Yuan Cao Quanquan Gu ODL 11 192 0 18 Jun 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Yin Cui Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 9 475 0 16 Jun 2018
Fire SSD: Wide Fire Modules based Single Shot Detector on Edge Device Hengfui Liau Yamini Nimmagadda YengLiong Wong ObjD 14 14 0 14 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search Han Cai Jiacheng Yang Weinan Zhang Song Han Yong Yu 19 210 0 07 Jun 2018
Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark Cody Coleman Daniel Kang Deepak Narayanan Luigi Nardi Tian Zhao Jian Zhang Peter Bailis K. Olukotun Christopher Ré Matei A. Zaharia 9 117 0 04 Jun 2018
Fully Automated Organ Segmentation in Male Pelvic CT Images Anjali Balagopal S. Kazemifar D. Nguyen Mu-Han Lin R. Hannan A. Owrangi Steve B. Jiang 9 119 0 31 May 2018
SNIPER: Efficient Multi-Scale Training Bharat Singh Mahyar Najibi L. Davis ObjD 25 481 0 23 May 2018
COCO-CN for Cross-Lingual Image Tagging, Captioning and Retrieval Xirong Li Chaoxi Xu Xiaoxu Wang Weiyu Lan Zhengxiong Jia Gang Yang Jieping Xu 14 148 0 22 May 2018
Born Again Neural Networks Tommaso Furlanello Zachary Chase Lipton Michael Tschannen Laurent Itti Anima Anandkumar 8 1,020 0 12 May 2018
SdcNet: A Computation-Efficient CNN for Object Recognition Yunlong Ma Chunyan Wang 16 3 0 03 May 2018
Exploring the Limits of Weakly Supervised Pretraining D. Mahajan Ross B. Girshick Vignesh Ramanathan Kaiming He Manohar Paluri Yixuan Li Ashwin R. Bharambe L. V. D. van der Maaten VLM 15 1,356 0 02 May 2018
Face Recognition: Primates in the Wild Debayan Deb S. Wiper Alexandra Russo Sixue Gong Yichun Shi Cori Tymoszek Anil K. Jain CVBM 13 77 0 24 Apr 2018
Decoupled Networks Weiyang Liu Z. Liu Zhiding Yu Bo Dai Rongmei Lin Yisen Wang James M. Rehg Le Song OOD 11 65 0 22 Apr 2018