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Densely Connected Convolutional Networks

25 August 2016

Gao Huang

Zhuang Liu

Laurens van der Maaten

Kilian Q. Weinberger

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3DV

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Papers citing "Densely Connected Convolutional Networks"

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Title
Ensemble of Convolutional Neural Networks for Automatic Grading of Diabetic Retinopathy and Macular Edema Avinash Kori Sai Saketh Chennamsetty Mohammed Safwan K.P. Varghese Alex MedIm 34 23 0 12 Sep 2018
Discovering Low-Precision Networks Close to Full-Precision Networks for Efficient Embedded Inference J. McKinstry S. K. Esser R. Appuswamy Deepika Bablani John V. Arthur Izzet B. Yildiz D. Modha MQ 64 94 0 11 Sep 2018
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction Liang-Chieh Chen Maxwell D. Collins Yukun Zhu George Papandreou Barret Zoph Florian Schroff Hartwig Adam Jonathon Shlens 3DV 89 412 0 11 Sep 2018
On the Structural Sensitivity of Deep Convolutional Networks to the Directions of Fourier Basis Functions Yusuke Tsuzuku Issei Sato AAML 82 62 0 11 Sep 2018
Sparse Attentive Backtracking: Temporal CreditAssignment Through Reminding Nan Rosemary Ke Anirudh Goyal O. Bilaniuk Jonathan Binas Michael C. Mozer C. Pal Yoshua Bengio CLL 78 86 0 11 Sep 2018
URBAN-i: From urban scenes to mapping slums, transport modes, and pedestrians in cities using deep learning and computer vision M. Ibrahim James Haworth T. Cheng HAI 96 49 0 10 Sep 2018
Not Just Privacy: Improving Performance of Private Deep Learning in Mobile Cloud Ji Wang Jianguo Zhang Weidong Bao Xiaomin Zhu Bokai Cao Philip S. Yu 64 196 0 10 Sep 2018
Finding Better Topologies for Deep Convolutional Neural Networks by Evolution Honglei Zhang S. Kiranyaz Moncef Gabbouj 41 21 0 10 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 158 125 0 10 Sep 2018
Certified Adversarial Robustness with Additive Noise Bai Li Changyou Chen Wenlin Wang Lawrence Carin AAML 117 350 0 10 Sep 2018
Exploiting Edge Features in Graph Neural Networks Liyu Gong Qiang Cheng GNN 68 21 0 07 Sep 2018
Optimizing CNN Model Inference on CPUs Yizhi Liu Yao Wang Ruofei Yu Mu Li Vin Sharma Yida Wang 50 156 0 07 Sep 2018
Query Attack via Opposite-Direction Feature:Towards Robust Image Retrieval Zhedong Zheng Liang Zheng Yi Yang Zhilan Hu AAML 75 24 0 07 Sep 2018
SECS: Efficient Deep Stream Processing via Class Skew Dichotomy Boyuan Feng Kun Wan Shu Yang Yufei Ding 86 4 0 07 Sep 2018
Accelerating Deep Neural Networks with Spatial Bottleneck Modules Junran Peng Lingxi Xie Zhaoxiang Zhang Tieniu Tan Jingdong Wang 56 9 0 07 Sep 2018
A proof that artificial neural networks overcome the curse of dimensionality in the numerical approximation of Black-Scholes partial differential equations Philipp Grohs F. Hornung Arnulf Jentzen Philippe von Wurstemberger 89 171 0 07 Sep 2018
Predicting Lung Nodule Malignancies by Combining Deep Convolutional Neural Network and Handcrafted Features Shulong Li Panpan Xu Bin Li Liyuan Chen Zhiguo Zhou ... Yingying Duan M. Folkert Jianhua Ma Steve B. Jiang Jing Wang 36 61 0 07 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 216 2,466 0 06 Sep 2018
Multi-view Factorization AutoEncoder with Network Constraints for Multi-omic Integrative Analysis Tianle Ma A. Zhang 45 25 0 06 Sep 2018
Bimodal network architectures for automatic generation of image annotation from text Mehdi Moradi Ali Madani Yaniv Gur Yufan Guo Tanveer Syeda-Mahmood 50 20 0 05 Sep 2018
Deep Depth from Defocus: how can defocus blur improve 3D estimation using dense neural networks? Marcela Carvalho Bertrand Le Saux Pauline Trouvé-Peloux Andrés Almansa F. Champagnat 3DV MDE 81 59 0 05 Sep 2018
Conditional Transfer with Dense Residual Attention: Synthesizing traffic signs from street-view imagery Clint Sebastian R. Uittenbogaard J. Vijverberg B. Boom Peter H. N. de With ViT 42 7 0 05 Sep 2018
Data Augmentation for Skin Lesion Analysis Fábio Perez C. N. Vasconcelos Sandra Avila Eduardo Valle MedIm 82 171 0 05 Sep 2018
Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-out Classifiers Apoorv Vyas Nataraj Jammalamadaka Xia Zhu Dipankar Das Bharat Kaul Theodore L. Willke OODD 85 247 0 04 Sep 2018
Towards Understanding Regularization in Batch Normalization Ping Luo Xinjiang Wang Wenqi Shao Zhanglin Peng MLT AI4CE 89 180 0 04 Sep 2018
Deep Smoke Segmentation Feiniu Yuan Lin Zhang Xue Xia Boyang Wan Qinghua Huang Xuelong Li 52 104 0 04 Sep 2018
Deep Room Recognition Using Inaudible Echos Qun Song Chaojie Gu Rui Tan HAI 18 26 0 03 Sep 2018
A Comparison of Handcrafted and Deep Neural Network Feature Extraction for Classifying Optical Coherence Tomography (OCT) Images Kuntoro Adi Nugroho 13 24 0 02 Sep 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 212 3,751 0 01 Sep 2018
Data Dropout: Optimizing Training Data for Convolutional Neural Networks Tianyang Wang Jun Huan Bo Li OOD 74 57 0 01 Sep 2018
Automatic Lung Cancer Prediction from Chest X-ray Images Using Deep Learning Approach Worawate Ausawalaithong S. Marukatat Arjaree Thirach Theerawit Wilaiprasitporn MedIm 51 148 0 31 Aug 2018
Fully Dense UNet for 2D Sparse Photoacoustic Tomography Artifact Removal Steven Guan Amir A. Khan S. Sikdar P. Chitnis 74 416 0 31 Aug 2018
CNN-PS: CNN-based Photometric Stereo for General Non-Convex Surfaces Satoshi Ikehata 3DV 110 141 0 30 Aug 2018
Searching Toward Pareto-Optimal Device-Aware Neural Architectures A. Cheng Jin-Dong Dong Chi-Hung Hsu Shu-Huan Chang Min Sun Shih-Chieh Chang Jia Pan Yu-Ting Chen Wei Wei Da-Cheng Juan 66 28 0 29 Aug 2018
Wide Activation for Efficient and Accurate Image Super-Resolution Jiahui Yu Yuchen Fan Jianchao Yang N. Xu Zhaowen Wang Xinchao Wang Thomas Huang SupR 64 357 0 27 Aug 2018
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018 Alceu Bissoto Fábio Perez Vinícius Ribeiro Michel Fornaciali Sandra Avila Eduardo Valle 47 43 0 25 Aug 2018
How many labeled license plates are needed? Changhao Wu Shugong Xu Guocong Song Shunqing Zhang 57 21 0 25 Aug 2018
From Hand-Crafted to Deep Learning-based Cancer Radiomics: Challenges and Opportunities Parnian Afshar Arash Mohammadi Konstantinos N. Plataniotis A. Oikonomou Habib Benali MedIm 73 209 0 23 Aug 2018
Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks Abhijit Guha Roy Nassir Navab Christian Wachinger SSeg 130 381 0 23 Aug 2018
Discriminative out-of-distribution detection for semantic segmentation Petra Bevandić Ivan Kreso Marin Orsic Sinisa Segvic 81 80 0 23 Aug 2018
Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images Michele Volpi D. Tuia 83 84 0 23 Aug 2018
PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition Haoxuan You Yifan Feng Rongrong Ji Yue Gao 3DPC 109 171 0 23 Aug 2018
Training Deeper Neural Machine Translation Models with Transparent Attention Ankur Bapna Mengzhao Chen Orhan Firat Yuan Cao Yonghui Wu 100 139 0 22 Aug 2018
SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation Xinyi Wang Hieu H. Pham Zihang Dai Graham Neubig 85 198 0 22 Aug 2018
Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding Deunsol Yoon Dongbok Lee SangKeun Lee 69 44 0 22 Aug 2018
Neural Architecture Optimization Renqian Luo Fei Tian Tao Qin Enhong Chen Tie-Yan Liu 3DV 112 659 0 22 Aug 2018
Don't Use Large Mini-Batches, Use Local SGD Tao R. Lin Sebastian U. Stich Kumar Kshitij Patel Martin Jaggi 123 432 0 22 Aug 2018
Improving Super-Resolution Methods via Incremental Residual Learning Muneeb Aadil Rafia Rahim S. Hussain SupR 29 2 0 21 Aug 2018
Multimodal Interaction-aware Motion Prediction for Autonomous Street Crossing Noha Radwan Wolfram Burgard Abhinav Valada 75 52 0 21 Aug 2018
Are You Tampering With My Data? Michele Alberti Vinaychandran Pondenkandath Marcel Würsch Manuel Bouillon Mathias Seuret Rolf Ingold Marcus Liwicki AAML 107 19 0 21 Aug 2018