Deep Residual Learning for Image Recognition

10 December 2015

Papers citing "Deep Residual Learning for Image Recognition"

50 / 27,616 papers shown

Title
Superpixel based Class-Semantic Texton Occurrences for Natural Roadside Vegetation Segmentation Ligang Zhang B. Verma 24 4 0 24 Feb 2018
A Walk with SGD Chen Xing Devansh Arpit Christos Tsirigotis Yoshua Bengio 27 118 0 24 Feb 2018
Machine learning based hyperspectral image analysis: A survey Utsav B. Gewali S. Monteiro E. Saber 29 116 0 23 Feb 2018
Loss-aware Weight Quantization of Deep Networks Lu Hou James T. Kwok MQ 35 127 0 23 Feb 2018
Adversarial vulnerability for any classifier Alhussein Fawzi Hamza Fawzi Omar Fawzi AAML 33 248 0 23 Feb 2018
Training wide residual networks for deployment using a single bit for each weight Mark D Mcdonnell MQ 35 71 0 23 Feb 2018
Deep Defense: Training DNNs with Improved Adversarial Robustness Ziang Yan Yiwen Guo Changshui Zhang AAML 38 109 0 23 Feb 2018
High Order Recurrent Neural Networks for Acoustic Modelling C. Zhang P. Woodland ODL 41 16 0 22 Feb 2018
Structured Control Nets for Deep Reinforcement Learning Mario Srouji Jian Zhang Ruslan Salakhutdinov 33 43 0 22 Feb 2018
ChatPainter: Improving Text to Image Generation using Dialogue Shikhar Sharma Dendi Suhubdy Vincent Michalski Samira Ebrahimi Kahou Yoshua Bengio 34 99 0 22 Feb 2018
Harmonious Attention Network for Person Re-Identification Wei Li Xiatian Zhu S. Gong 21 1,342 0 22 Feb 2018
SparCML: High-Performance Sparse Communication for Machine Learning Cédric Renggli Saleh Ashkboos Mehdi Aghagolzadeh Dan Alistarh Torsten Hoefler 29 126 0 22 Feb 2018
Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points Fabien Baradel Christian Wolf J. Mille Graham W. Taylor 40 150 0 22 Feb 2018
Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network Mina Nasr-Esfahani Majid Mohrekesh Mojtaba Akbari S. M. Reza Soroushmehr E. Nasr-Esfahani N. Karimi S. Samavi Kayvan Najarian 20 40 0 21 Feb 2018
Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch João Monteiro Isabela Albuquerque Zahid Akhtar T. Falk AAML 46 29 0 21 Feb 2018
Spatial Morphing Kernel Regression For Feature Interpolation XueQing Deng Yi Zhu Shawn D. Newsam 25 5 0 21 Feb 2018
Active Learning with Partial Feedback Peiyun Hu Zachary Chase Lipton Anima Anandkumar Deva Ramanan 30 66 0 21 Feb 2018
3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning Hyeontaek Lim D. Andersen M. Kaminsky 21 70 0 21 Feb 2018
Interpreting Neural Network Judgments via Minimal, Stable, and Symbolic Corrections Xin Zhang Armando Solar-Lezama Rishabh Singh FAtt 27 63 0 21 Feb 2018
Attentive Tensor Product Learning Qiuyuan Huang Li Deng D. Wu Chang Liu Xiaodong He 27 23 0 20 Feb 2018
i-RevNet: Deep Invertible Networks J. Jacobsen A. Smeulders Edouard Oyallon 52 333 0 20 Feb 2018
Do deep nets really need weight decay and dropout? Alex Hernández-García Peter König 24 27 0 20 Feb 2018
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari SSeg 42 1,003 0 20 Feb 2018
Teaching Categories to Human Learners with Visual Explanations Oisin Mac Aodha Shihan Su Yuxin Chen Pietro Perona Yisong Yue 21 70 0 20 Feb 2018
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement Jason D. Lee Elman Mansimov Kyunghyun Cho DiffM BDL 42 455 0 19 Feb 2018
A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets Fabian Schuiki Michael Schaffner Frank K. Gürkaynak Luca Benini 31 70 0 19 Feb 2018
A Neural Multi-sequence Alignment TeCHnique (NeuMATCH) Pelin Dogan Boyang Albert Li Leonid Sigal Markus Gross AI4TS 30 19 0 19 Feb 2018
Understanding the Loss Surface of Neural Networks for Binary Classification Shiyu Liang Ruoyu Sun Yixuan Li R. Srikant 35 87 0 19 Feb 2018
Bayesian Uncertainty Estimation for Batch Normalized Deep Networks Mattias Teye Hossein Azizpour Kevin Smith BDL UQCV 28 239 0 18 Feb 2018
End-to-end Audiovisual Speech Recognition Stavros Petridis Themos Stafylakis Pingchuan Ma Feipeng Cai Georgios Tzimiropoulos Maja Pantic 44 250 0 18 Feb 2018
Sim-to-Real Optimization of Complex Real World Mobile Network with Imperfect Information via Deep Reinforcement Learning from Self-play Yongxi Tan Jin Yang Xin Chen Qitao Song Yunjun Chen Zhangxiang Ye Zhenqiang Su 22 2 0 18 Feb 2018
Machine learning for Internet of Things data analysis: A survey Mohammad Saeid Mahdavinejad M. Rezvan M. Barekatain Peyman Adibi Payam Barnaghi A. Sheth 18 900 0 17 Feb 2018
Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou Ehsan Adeli 50 45 0 17 Feb 2018
Gradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networks Peter L. Bartlett D. Helmbold Philip M. Long 36 116 0 16 Feb 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 56 4,402 0 16 Feb 2018
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction Roei Herzig Moshiko Raboh Gal Chechik Jonathan Berant Amir Globerson GNN OCL 32 133 0 15 Feb 2018
Cost-Effective Training of Deep CNNs with Active Model Adaptation Sheng-Jun Huang Jia-Wei Zhao Zhao-Yang Liu 20 62 0 15 Feb 2018
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 76 1,179 0 15 Feb 2018
Advancing System Performance with Redundancy: From Biological to Artificial Designs A. Nguyen Han Zhu Diu Khue Luu Qi Zhao Zhi-Xin Yang 21 10 0 14 Feb 2018
Fully Convolutional Network Ensembles for White Matter Hyperintensities Segmentation in MR Images Hongwei Bran Li Gongfa Jiang Jianguo Zhang Ruixuan Wang Zhaolei Wang Weishi Zheng Bjoern H. Menze 34 194 0 14 Feb 2018
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care Patrick Schwab E. Keller C. Muroi David J. Mack C. Strässle W. Karlen 29 23 0 14 Feb 2018
MemeSequencer: Sparse Matching for Embedding Image Macros Abhimanyu Dubey Esteban Moro Egido Manuel Cebrian Iyad Rahwan 37 35 0 14 Feb 2018
Exploring Hidden Dimensions in Parallelizing Convolutional Neural Networks Zhihao Jia Sina Lin C. Qi A. Aiken 37 117 0 14 Feb 2018
DVAE++: Discrete Variational Autoencoders with Overlapping Transformations Arash Vahdat W. Macready Zhengbing Bian Amir Khoshaman Evgeny Andriyash 37 75 0 14 Feb 2018
Web-Scale Responsive Visual Search at Bing Houdong Hu Yan Wang Linjun Yang Pavel Komlev Li Huang Xi Chen Jiapei Huang Ye Wu Meenaz Merchant Arun Sacheti VLM 29 62 0 14 Feb 2018
Uncertainty Estimation via Stochastic Batch Normalization Andrei Atanov Arsenii Ashukha Dmitry Molchanov Kirill Neklyudov Dmitry Vetrov UQCV BDL 37 47 0 13 Feb 2018
Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier S. Yarlagadda David Guera Paolo Bestagini F. Zhu Stefano Tubaro Edward J. Delp 26 60 0 13 Feb 2018
Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions Nicolas Vasilache O. Zinenko Theodoros Theodoridis Priya Goyal Zach DeVito William S. Moses Sven Verdoolaege Andrew Adams Albert Cohen 40 432 0 13 Feb 2018
Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network W. Dong Mingrui Yuan Xin Li Guangming Shi GAN 41 32 0 13 Feb 2018
Modeling of Facial Aging and Kinship: A Survey Markos Georgopoulos Yannis Panagakis Maja Pantic CVBM 30 25 0 13 Feb 2018