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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
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 106 193 0 18 Jun 2018
A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases Chao-Han Huck Yang Jia-Hong Huang Fangyu Liu Fang-Yi Chiu Mengya Gao Weifeng Lyu I-Hung Lin Jesper N. Tegnér 81 27 0 17 Jun 2018
DynMat, a network that can learn after learning J. H. Lee OffRL 118 6 0 16 Jun 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Huayu Chen Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 133 482 0 16 Jun 2018
Fire SSD: Wide Fire Modules based Single Shot Detector on Edge Device Hengfui Liau Yamini Nimmagadda YengLiong Wong ObjD 53 14 0 14 Jun 2018
Knowledge Distillation by On-the-Fly Native Ensemble Xu Lan Xiatian Zhu S. Gong 306 483 0 12 Jun 2018
Enhancing clinical MRI Perfusion maps with data-driven maps of complementary nature for lesion outcome prediction Adriano Pinto Sérgio Pereira Raphael Meier Victor Alves Roland Wiest Carlos Alberto Silva M. Reyes 43 26 0 12 Jun 2018
Dual Pattern Learning Networks by Empirical Dual Prediction Risk Minimization Haimin Zhang Min Xu 23 0 0 11 Jun 2018
Learning Answer Embeddings for Visual Question Answering Hexiang Hu Wei-Lun Chao Fei Sha 65 33 0 10 Jun 2018
IVUS-Net: An Intravascular Ultrasound Segmentation Network Ji Yang Lin Tong M. Faraji A. Basu 29 68 0 10 Jun 2018
Instance Search via Instance Level Segmentation and Feature Representation Yu Zhan Wanlei Zhao SSeg ISeg 57 11 0 10 Jun 2018
SupportNet: solving catastrophic forgetting in class incremental learning with support data Yu Li Zhongxiao Li Lizhong Ding Yijie Pan Peng Yang Yuhui Hu Wei Chen Xin Gao CLL 99 29 0 08 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search Han Cai Jiacheng Yang Weinan Zhang Song Han Yong Yu 79 211 0 07 Jun 2018
Quantitative Phase Imaging and Artificial Intelligence: A Review YoungJu Jo Hyungjoon Cho Sang Yun Lee Gunho Choi Geon Kim Hyun-Seok Min Yongkeun Park 102 155 0 06 Jun 2018
Rethinking Radiology: An Analysis of Different Approaches to BraTS William Bakst Linus Meyer-Teruel Jasdeep Singh 30 2 0 06 Jun 2018
Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRI Sérgio Pereira Victor Alves Carlos Alberto Silva 92 46 0 06 Jun 2018
Deep Neural Networks with Multi-Branch Architectures Are Less Non-Convex Hongyang R. Zhang Junru Shao Ruslan Salakhutdinov 113 14 0 06 Jun 2018
Videos as Space-Time Region Graphs Xinyu Wang Abhinav Gupta 148 757 0 05 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 71 117 0 04 Jun 2018
Do CIFAR-10 Classifiers Generalize to CIFAR-10? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD FedML ELM 221 415 0 01 Jun 2018
Accurate and Efficient Similarity Search for Large Scale Face Recognition Ce Qi Zhizhong Liu Fei Su CVBM 31 0 0 01 Jun 2018
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural Networks Ke Sun Mingjie Li Dong Liu Jingdong Wang 131 126 0 01 Jun 2018
Tandem Blocks in Deep Convolutional Neural Networks Chris Hettinger Tanner Christensen J. Humpherys Tyler J. Jarvis 18 0 0 01 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 60 121 0 31 May 2018
A novel channel pruning method for deep neural network compression Yiming Hu Siyang Sun Jianquan Li Xingang Wang Qingyi Gu 75 67 0 29 May 2018
Improved Mixed-Example Data Augmentation Cecilia Summers M. Dinneen 111 161 0 29 May 2018
Constructing Fast Network through Deconstruction of Convolution Yunho Jeon Junmo Kim 105 72 0 28 May 2018
SOSELETO: A Unified Approach to Transfer Learning and Training with Noisy Labels Or Litany Daniel Freedman NoLa 57 13 0 24 May 2018
AutoAugment: Learning Augmentation Policies from Data E. D. Cubuk Barret Zoph Dandelion Mané Vijay Vasudevan Quoc V. Le 141 1,781 0 24 May 2018
SNIPER: Efficient Multi-Scale Training Bharat Singh Mahyar Najibi L. Davis ObjD 96 491 0 23 May 2018
Segmentation of Liver Lesions with Reduced Complexity Deep Models R. Pandey Aswin Vasan A. G. Ramakrishnan SSeg MedIm 71 14 0 23 May 2018
Saliency deep embedding for aurora image search Xi Yang Xinbo Gao Bin Song N. Wang Ke Wang 3DPC 28 3 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 145 154 0 22 May 2018
Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks Hyeonseob Nam Hyo-Eun Kim OOD 70 211 0 21 May 2018
Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training Liang Luo Jacob Nelson Luis Ceze Amar Phanishayee Arvind Krishnamurthy 156 121 0 21 May 2018
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition Kuan Han Haiguang Wen Yizhen Zhang Di Fu Eugenio Culurciello Zhongming Liu 75 70 0 19 May 2018
Born Again Neural Networks Tommaso Furlanello Zachary Chase Lipton Michael Tschannen Laurent Itti Anima Anandkumar 113 1,038 0 12 May 2018
Reciprocal Attention Fusion for Visual Question Answering M. Farazi Salman H Khan 72 14 0 11 May 2018
Classification of Household Materials via Spectroscopy Zackory M. Erickson Nathan Luskey Sonia Chernova Charles C. Kemp 64 40 0 10 May 2018
Evaluating ResNeXt Model Architecture for Image Classification Saifuddin Hitawala 30 23 0 09 May 2018
Understanding Reuse, Performance, and Hardware Cost of DNN Dataflows: A Data-Centric Approach Using MAESTRO Hyoukjun Kwon Prasanth Chatarasi Michael Pellauer A. Parashar Vivek Sarkar T. Krishna 61 10 0 04 May 2018
SdcNet: A Computation-Efficient CNN for Object Recognition Yunlong Ma Chunyan Wang 32 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 Laurens van der Maaten VLM 207 1,371 0 02 May 2018
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers Stephan R. Richter Stefan Roth 3DV 72 139 0 29 Apr 2018
Face Recognition: Primates in the Wild Debayan Deb S. Wiper Alexandra Russo Sixue Gong Yichun Shi Cori Tymoszek Anil K. Jain CVBM 66 81 0 24 Apr 2018
Decoupled Networks Weiyang Liu Ziqiang Liu Zhiding Yu Bo Dai Rongmei Lin Yisen Wang James M. Rehg Le Song OOD 66 70 0 22 Apr 2018
Are ResNets Provably Better than Linear Predictors? Ohad Shamir 80 54 0 18 Apr 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 165 265 0 17 Apr 2018
IGCV $2$ : Interleaved Structured Sparse Convolutional Neural Networks Guotian Xie Jingdong Wang Ting Zhang Jianhuang Lai Richang Hong Guo-Jun Qi 115 106 0 17 Apr 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 78 49 0 16 Apr 2018