Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

23 February 2016

Sergey Ioffe

Papers citing "Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning"

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Title
MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis Nesreen Ahmed Theodore L. Willke M. Schaar 14 32 0 30 Oct 2018
Learning and Interpreting Multi-Multi-Instance Learning Networks Alessandro Tibo M. Jaeger P. Frasconi AI4CE 19 23 0 26 Oct 2018
Applying Deep Learning To Airbnb Search Malay Haldar Mustafa Abdool Prashant Ramanathan Tao Xu Shulin Yang ... Qing Zhang Nick Barrow-Williams B. Turnbull Brendan M. Collins Thomas Legrand DML 15 83 0 22 Oct 2018
Dermatologist Level Dermoscopy Skin Cancer Classification Using Different Deep Learning Convolutional Neural Networks Algorithms Amirreza Rezvantalab H. Safigholi Somayeh Karimijeshni 19 104 0 21 Oct 2018
Machine Learning Methods for Track Classification in the AT-TPC M. Kuchera R. Ramanujan Jack Z. Taylor R. Strauss D. Bazin J. Bradt Ruiming Chen 16 32 0 21 Oct 2018
S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction Bolun Zheng Rui Sun Xiang Tian Yao-wu Chen 22 21 0 18 Oct 2018
Bottleneck Supervised U-Net for Pixel-wise Liver and Tumor Segmentation Song Li Geoffrey Tso SSeg 14 17 0 16 Oct 2018
Unsupervised Deep Features for Remote Sensing Image Matching via Discriminator Network Fnu Mohbat Numan Khurshid M. Taj 18 15 0 15 Oct 2018
Quantization for Rapid Deployment of Deep Neural Networks J. Lee Sangwon Ha Saerom Choi Won-Jo Lee Seungwon Lee MQ 14 48 0 12 Oct 2018
Sanity Checks for Saliency Maps Julius Adebayo Justin Gilmer M. Muelly Ian Goodfellow Moritz Hardt Been Kim FAtt AAML XAI 37 1,927 0 08 Oct 2018
Triple Attention Mixed Link Network for Single Image Super Resolution Xi Cheng Xiang Li Jian Yang SupR 19 9 0 08 Oct 2018
Deep Model-Based 6D Pose Refinement in RGB Fabian Manhardt Wadim Kehl Nassir Navab Federico Tombari 3DH 16 167 0 07 Oct 2018
CSI-Net: Unified Human Body Characterization and Pose Recognition Fei-Yue Wang Jinsong Han Shiyuan Zhang Xuming He Dong Huang CVBM 19 13 0 07 Oct 2018
Weakly Supervised Object Detection in Artworks Nicolas Gonthier Y. Gousseau Saïd Ladjal Olivier Bonfait ObjD 17 70 0 05 Oct 2018
Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer Ashnil Kumar M. Fulham D. Feng Jinman Kim MedIm 27 165 0 05 Oct 2018
AI Benchmark: Running Deep Neural Networks on Android Smartphones Andrey D. Ignatov Radu Timofte William Chou Ke Wang Max Wu Tim Hartley Luc Van Gool ELM 16 320 0 02 Oct 2018
NU-LiteNet: Mobile Landmark Recognition using Convolutional Neural Networks C. Termritthikun S. Kanprachar P. Muneesawang 14 20 0 02 Oct 2018
Procedural Noise Adversarial Examples for Black-Box Attacks on Deep Convolutional Networks Kenneth T. Co Luis Muñoz-González Sixte de Maupeou Emil C. Lupu AAML 19 67 0 30 Sep 2018
Mini-batch Serialization: CNN Training with Inter-layer Data Reuse Sangkug Lym Armand Behroozi W. Wen Ge Li Yongkee Kwon M. Erez 12 25 0 30 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 21 123 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 70 2,419 0 06 Sep 2018
MDCN: Multi-Scale, Deep Inception Convolutional Neural Networks for Efficient Object Detection Wenchi Ma Yuanwei Wu Zongbo Wang Guanghui Wang ObjD 22 25 0 06 Sep 2018
Hierarchical binary CNNs for landmark localization with limited resources Adrian Bulat Georgios Tzimiropoulos CVBM 3DV 18 36 0 14 Aug 2018
Explaining the Unique Nature of Individual Gait Patterns with Deep Learning Fabian Horst Sebastian Lapuschkin Wojciech Samek K. Müller W. Schöllhorn AI4CE 15 207 0 13 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 31 558 0 13 Aug 2018
The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary Guohao Li 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
Training Compact Neural Networks with Binary Weights and Low Precision Activations Bohan Zhuang Chunhua Shen Ian Reid MQ 13 14 0 08 Aug 2018
Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models D. Su Huan Zhang Hongge Chen Jinfeng Yi Pin-Yu Chen Yupeng Gao VLM 18 387 0 05 Aug 2018
Interaction-aware Spatio-temporal Pyramid Attention Networks for Action Classification Yang Du Chunfen Yuan Bing Li Lili Zhao Yangxi Li Weiming Hu 81 79 0 03 Aug 2018
CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images Sheng Guo Weilin Huang Haozhi Zhang Chenfan Zhuang Dengke Dong Matthew R. Scott Dinglong Huang SSL 18 338 0 03 Aug 2018
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation Minyoung Chung Jingyu Lee Minkyung Lee Jeongjin Lee Y. Shin MedIm 11 27 0 02 Aug 2018
Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features Xu Yang Hanwang Zhang Jianfei Cai 42 74 0 01 Aug 2018
DFTerNet: Towards 2-bit Dynamic Fusion Networks for Accurate Human Activity Recognition Zhan Yang Osolo Ian Raymond Chengyuan Zhang Ying Wan J. Long CVBM 34 36 0 31 Jul 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian Sun 51 4,922 0 30 Jul 2018
Supporting Very Large Models using Automatic Dataflow Graph Partitioning Minjie Wang Chien-chin Huang Jinyang Li 35 154 0 24 Jul 2018
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 19 16 0 18 Jul 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 82 16,142 0 17 Jul 2018
Temporal Convolution Networks for Real-Time Abdominal Fetal Aorta Analysis with Ultrasound N. Savioli S. Visentin E. Cosmi Enrico Grisan P. Lamata Giovanni Montana MedIm 9 1 0 11 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 20 96 0 10 Jul 2018
XNOR Neural Engine: a Hardware Accelerator IP for 21.6 fJ/op Binary Neural Network Inference Francesco Conti Pasquale Davide Schiavone Luca Benini 24 108 0 09 Jul 2018
Vulnerability Analysis of Chest X-Ray Image Classification Against Adversarial Attacks Saeid Asgari Taghanaki A. Das Ghassan Hamarneh MedIm 29 52 0 09 Jul 2018
Restructuring Batch Normalization to Accelerate CNN Training Wonkyung Jung Daejin Jung and Byeongho Kim Sunjung Lee Wonjong Rhee Jung Ho Ahn 21 62 0 04 Jul 2018
Dropout-based Active Learning for Regression Evgenii Tsymbalov Maxim Panov Alexander Shapeev BDL UQCV 6 56 0 26 Jun 2018
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation Mykhaylo Andriluka J. Uijlings V. Ferrari VLM 24 81 0 20 Jun 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Huayu Chen Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 25 475 0 16 Jun 2018
Training Faster by Separating Modes of Variation in Batch-normalized Models Mahdi M. Kalayeh M. Shah 21 42 0 07 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search Han Cai Jiacheng Yang Weinan Zhang Song Han Yong Yu 27 210 0 07 Jun 2018
3D Human Pose Estimation with 2D Marginal Heatmaps Aiden Nibali Zhen He Stuart Morgan L. Prendergast 3DH 38 94 0 05 Jun 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 97 3,078 0 04 Jun 2018
Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction Yunzhe Tao Lin Ma Weizhong Zhang Jian-Dong Liu Wei Liu Q. Du AI4TS 9 25 0 02 Jun 2018