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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
ESFNet: Efficient Network for Building Extraction from High-Resolution Aerial Images Jingbo Lin Weipeng Jing Houbing Song Guangsheng Chen 69 47 0 29 Mar 2019
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations Dan Hendrycks Thomas G. Dietterich OOD VLM 200 3,462 0 28 Mar 2019
Many Task Learning with Task Routing Gjorgji Strezoski Nanne van Noord Marcel Worring MoE 76 96 0 28 Mar 2019
Parabolic Approximation Line Search for DNNs Max Mutschler A. Zell ODL 87 20 0 28 Mar 2019
Atrial Fibrillation Detection Using Deep Features and Convolutional Networks Sara Ross-Howe H. R. Tizhoosh 13 10 0 28 Mar 2019
Scaling up the randomized gradient-free adversarial attack reveals overestimation of robustness using established attacks Francesco Croce Jonas Rauber Matthias Hein AAML 65 31 0 27 Mar 2019
Cross-Modal Data Programming Enables Rapid Medical Machine Learning Jared A. Dunnmon Alexander Ratner Nishith Khandwala Khaled Kamal Saab Matthew Markert ... R. Goldman Christopher Lee-Messer M. Lungren D. Rubin Christopher Ré MedIm 84 73 0 26 Mar 2019
RILOD: Near Real-Time Incremental Learning for Object Detection at the Edge Dawei Li Serafettin Tasci Shalini Ghosh Jingwen Zhu Junting Zhang Larry Heck ObjD 71 9 0 26 Mar 2019
Improving image classifiers for small datasets by learning rate adaptations Sourav Mishra T. Yamasaki Hideaki Imaizumi 30 11 0 26 Mar 2019
AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search Linnan Wang Yiyang Zhao Yuu Jinnai Yuandong Tian Rodrigo Fonseca BDL 89 96 0 26 Mar 2019
Micro-Batch Training with Batch-Channel Normalization and Weight Standardization Siyuan Qiao Huiyu Wang Chenxi Liu Wei Shen Alan Yuille MQ 130 144 0 25 Mar 2019
Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation Yuan Li Xiaodan Liang Zhiting Hu Eric Xing MedIm 81 277 0 25 Mar 2019
Approximation and Non-parametric Estimation of ResNet-type Convolutional Neural Networks Kenta Oono Taiji Suzuki 131 58 0 24 Mar 2019
Automated Classification of Histopathology Images Using Transfer Learning Muhammed Talo MedIm 73 124 0 24 Mar 2019
Feedback Network for Image Super-Resolution Zerui Li Jinglei Yang Zheng Liu Xiaomin Yang Gwanggil Jeon Wei Wu SupR 79 721 0 23 Mar 2019
Residual Pyramid Learning for Single-Shot Semantic Segmentation Xiaoyu Chen X. Lou Lianfa Bai Jing Han SSeg 59 17 0 23 Mar 2019
Evaluation of a deep learning system for the joint automated detection of diabetic retinopathy and age-related macular degeneration C. González-Gonzalo Verónica Sánchez-Gutiérrez Paula Hernández-Martínez I. Contreras Y. Lechanteur Artin Domanian Bram van Ginneken C. I. Sánchez MedIm 51 91 0 22 Mar 2019
Towards Optimal Structured CNN Pruning via Generative Adversarial Learning Shaohui Lin Rongrong Ji Chenqian Yan Baochang Zhang Liujuan Cao QiXiang Ye Feiyue Huang David Doermann CVBM 58 510 0 22 Mar 2019
CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification Zheng Tang M. Naphade Ming-Yuan Liu Xiaodong Yang Stan Birchfield Shuo Wang Ratnesh Kumar D. Anastasiu Lei Li 83 376 0 21 Mar 2019
Localization of Unmanned Aerial Vehicles in Corridor Environments using Deep Learning R. P. Padhy Shahzad Ahmad Sachin Verma Pankaj K. Sa Sambit Bakshi 37 6 0 21 Mar 2019
Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration Xing Liu Masanori Suganuma Zhun Sun Takayuki Okatani 77 205 0 21 Mar 2019
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification Bin Wang Yizhou Sun Bing Xue Mengjie Zhang 81 66 0 21 Mar 2019
DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection Zhanchao Huang Jianlin Wang Xuesong Fu Tao Yu Yongqi Guo Rutong Wang ObjD 58 311 0 20 Mar 2019
Deep Octonion Networks Jiasong Wu Ling Xu Youyong Kong L. Senhadji H. Shu 63 43 0 20 Mar 2019
In Defense of Pre-trained ImageNet Architectures for Real-time Semantic Segmentation of Road-driving Images Marin Orsic Ivan Kreso Petra Bevandić Sinisa Segvic SSeg 68 343 0 20 Mar 2019
Convolution with even-sized kernels and symmetric padding Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 49 69 0 20 Mar 2019
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening Nan Wu Jason Phang Jungkyu Park Yiqiu Shen Zhe Huang ... S. G. Kim Laura Heacock Linda Moy Kyunghyun Cho Krzysztof J. Geras MedIm 56 501 0 20 Mar 2019
Class-incremental Learning via Deep Model Consolidation Junting Zhang Jie Zhang Shalini Ghosh Dawei Li Serafettin Tasci Larry Heck Heming Zhang C.-C. Jay Kuo CLL 117 341 0 19 Mar 2019
Deep Learning Enables Automatic Detection and Segmentation of Brain Metastases on Multi-Sequence MRI E. Grøvik Darvin Yi Michael Iv E. Tong D. Rubin Greg Zaharchuk MedIm 67 214 0 18 Mar 2019
Generating Adversarial Examples With Conditional Generative Adversarial Net Ping Yu Kaitao Song Jianfeng Lu AAML GAN 43 23 0 18 Mar 2019
Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly Kirthevasan Kandasamy Karun Raju Vysyaraju Willie Neiswanger Biswajit Paria Christopher R. Collins J. Schneider Barnabás Póczós Eric Xing 95 176 0 15 Mar 2019
Crowd Counting with Decomposed Uncertainty Min Hwan Oh Peder Olsen Karthikeyan N. Ramamurthy UQCV 71 109 0 15 Mar 2019
SCNN: A General Distribution based Statistical Convolutional Neural Network with Application to Video Object Detection Tianchen Wang Jinjun Xiong Xiaowei Xu Yiyu Shi 70 24 0 15 Mar 2019
On Certifying Non-uniform Bound against Adversarial Attacks Chen Liu Ryota Tomioka Volkan Cevher AAML 79 19 0 15 Mar 2019
Selective Kernel Networks Xiang Li Wenhai Wang Xiaolin Hu Jian Yang 102 2,061 0 15 Mar 2019
MFAS: Multimodal Fusion Architecture Search Juan-Manuel Perez-Rua Valentin Vielzeuf S. Pateux M. Baccouche F. Jurie 88 178 0 15 Mar 2019
CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation Yanning Zhou O. F. Onder Qi Dou E. Tsougenis Hao Chen Pheng-Ann Heng 78 199 0 13 Mar 2019
Dense Classification and Implanting for Few-Shot Learning Yann Lifchitz Yannis Avrithis Sylvaine Picard Andrei Bursuc VLM 65 198 0 12 Mar 2019
Cascaded Projection: End-to-End Network Compression and Acceleration Breton L. Minnehan Andreas E. Savakis 54 26 0 12 Mar 2019
SleepNet: Automated Sleep Analysis via Dense Convolutional Neural Network Using Physiological Time Series B. Pourbabaee Matthew Howe-Patterson Matthew R. Patterson F. Bénard MLAU 25 0 0 11 Mar 2019
InceptionGCN: Receptive Field Aware Graph Convolutional Network for Disease Prediction Anees Kazi Shayan Shekarforoush S. Krishna Hendrik Burwinkel G. Vivar K. Kortüm Seyed-Ahmad Ahmadi Shadi Albarqouni Nassir Navab GNN MedIm 73 147 0 11 Mar 2019
Structured Knowledge Distillation for Dense Prediction Yifan Liu Chris Liu Jingdong Wang Zhenbo Luo 125 585 0 11 Mar 2019
Accelerating Minibatch Stochastic Gradient Descent using Typicality Sampling Xinyu Peng Li Li Feiyue Wang BDL 137 59 0 11 Mar 2019
HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs Pravendra Singh Vinay Kumar Verma Piyush Rai Vinay P. Namboodiri 82 97 0 11 Mar 2019
Neural Network Model Extraction Attacks in Edge Devices by Hearing Architectural Hints Xing Hu Ling Liang Lei Deng Shuangchen Li Xinfeng Xie Yu Ji Yufei Ding Chang Liu T. Sherwood Yuan Xie AAML MLAU 68 36 0 10 Mar 2019
A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks Bin Wang Yizhou Sun Bing Xue Mengjie Zhang 63 31 0 10 Mar 2019
SSN: Learning Sparse Switchable Normalization via SparsestMax Wenqi Shao Jiamin Ren Jingyu Li Ruimao Zhang Yudian Li Xiaogang Wang Ping Luo 69 56 0 09 Mar 2019
Age prediction using a large chest X-ray dataset Alexandros Karargyris Satyananda Kashyap Joy T. Wu Arjun Sharma Mehdi Moradi Tanveer Syeda-Mahmood 60 36 0 09 Mar 2019
Learning from Synthetic Data for Crowd Counting in the Wild Qi. Wang Junyu Gao Wei Lin Yuan. Yuan 95 531 0 08 Mar 2019
A Deep Generative Model of Speech Complex Spectrograms Aditya Arie Nugraha Kouhei Sekiguchi Kazuyoshi Yoshii 47 19 0 08 Mar 2019